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    "business controller / finance director": 198,
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    "business valuation partner / business valuation director": 213,
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    "business-to-customer sales executive": 218,
    "business-to-customer sales manager": 219,
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    "cabin crew executive": 224,
    "cabin crew manager": 225,
    "cabin crew team lead / cabin crew auditor": 226,
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    "capability building director / assistant director": 228,
    "capability building manager / assistant manager": 229,
    "capability building senior executive / executive": 230,
    "capacity management executive": 231,
    "capacity manager": 232,
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    "carbon auditor": 235,
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    "carbon project developer": 237,
    "carbon trader": 238,
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    "catering officer": 245,
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    "centre leader": 247,
    "centre manager": 248,
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    "chartering broker": 250,
    "chartering manager": 251,
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    "chief bus captain / master bus captain": 254,
    "chief bus controller / bus operations control centre controller": 255,
    "chief chemist / fellow": 256,
    "chief controller / controller": 257,
    "chief counsellor": 258,
    "chief data officer / chief artificial intelligence officer": 259,
    "chief design officer / chief innovation officer / chief experience officer / chief strategy officer": 260,
    "chief digital officer": 261,
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    "chief engineer": 263,
    "chief engineer (special limit)": 264,
    "chief engineer / 2nd engineer": 265,
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    "chief engineer / fellow": 267,
    "chief engineer / senior engineering manager (automatic fare collection)": 268,
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    "chief engineer / senior engineering manager (permanent way and civil structure)": 271,
    "chief engineer / senior engineering manager (power)": 272,
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    "chief executive / managing director": 275,
    "chief executive officer / chief operating officer / chief technology officer / managing director / general manager / vice-president": 276,
    "chief executive officer / chief operating officer / managing director / country manager": 277,
    "chief executive officer / chief operating officer / managing director / general manager": 278,
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    "chief executive officer / managing director": 282,
    "chief executive officer / managing director / general manager": 283,
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    "chief human resource officer": 286,
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    "chief information security officer": 288,
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    "chief pilot (vice president)": 290,
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    "chief research and development officer": 293,
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    "civil and structural engineer": 299,
    "claims appraiser / claims examiner / claims executive": 300,
    "claims liaison executive": 301,
    "claims liaison manager": 302,
    "claims manager": 303,
    "cleaning operations executive": 304,
    "cleaning operations manager": 305,
    "cleaning supervisor": 306,
    "client executive / account management executive": 307,
    "client implementation analyst": 308,
    "client implementation manager": 309,
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    "client portfolio analyst": 311,
    "client portfolio manager": 312,
    "client service manager / client support service manager": 313,
    "client service officer / client support service officer": 314,
    "client support manager / account manager": 315,
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    "commanding officer": 317,
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    "commodities trading manager / senior commodities trader": 319,
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    "community care associate": 321,
    "community development executive": 322,
    "community development specialist": 323,
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    "compliance advisory manager": 325,
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    "content and experience development executive / curator": 328,
    "content strategist": 329,
    "content writer": 330,
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    "cook / kitchen assistant": 332,
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    "costume coordinator": 334,
    "costume designer": 335,
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    "counsellor": 337,
    "courseware developer": 338,
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    "creative technologist": 340,
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    "credit and lending operations manager": 342,
    "credit manager": 343,
    "credit risk analyst": 344,
    "credit risk manager": 345,
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    "crew-in-charge": 347,
    "crewing executive": 348,
    "crewing manager": 349,
    "curriculum / pedagogy specialist": 350,
    "curriculum lead": 351,
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    "customer experience manager / user experience manager": 353,
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    "customer service manager": 355,
    "customer service officer / bank teller": 356,
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    "customer service officer / service quality analyst": 358,
    "customer service senior executive": 359,
    "customer service, billing and settlement department manager": 360,
    "customer service, billing and settlement manager": 361,
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    "customer services officer (call centre) / customer service officer (reservations & ticketing) / passenger relations officer": 364,
    "customer services supervisor (call centre) / customer service supervisor (reservations & ticketing) / premium services supervisor": 365,
    "customer success director": 366,
    "customer success manager": 367,
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    "cyber risk manager": 370,
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    "data analyst / associate data engineer": 372,
    "data architect": 373,
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    "data engineer": 375,
    "data protection executive": 376,
    "data protection officer": 377,
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    "data scientist / artificial intelligence scientist": 379,
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    "demand management manager": 384,
    "demand management, business-to-business sales and key accounts, business-to-customer sales and marketing department manager": 385,
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    "demurrage manager / laytime manager / post fixture manager": 387,
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    "deputy director / senior assistant director": 394,
    "deputy director of nursing (clinical)": 395,
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    "derivatives trading manager / senior derivatives trader": 401,
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    "design engineer": 403,
    "design facilitator": 404,
    "design production manager": 405,
    "design project manager": 406,
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    "design section manager": 408,
    "design section manager / head of department": 409,
    "designer": 410,
    "designer (engineering design)": 411,
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    "desk head (sales and purchase)": 413,
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    "digital asset librarian": 415,
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    "digital transformation executive": 417,
    "digital transformation manager": 418,
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    "director of sales and marketing": 434,
    "discipline engineer": 435,
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    "e-commerce director": 439,
    "e-commerce executive": 440,
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    "early intervention teacher": 443,
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    "embedded systems engineering manager": 449,
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    "energy trading manager": 452,
    "energy trading trader": 453,
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    "engineer (engineering design)": 456,
    "engineer (engineering procurement)": 457,
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    "engineering and maintenance manager": 468,
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    "engineering and maintenance principal engineer": 470,
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    "engineering and maintenance senior technician": 472,
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    "engineering and maintenance technical officer": 474,
    "engineering and maintenance technician": 475,
    "engineering head (automatic fare collection)": 476,
    "engineering head (mechanical and electrical)": 477,
    "engineering head (permanent way and civil structure)": 478,
    "engineering head (power)": 479,
    "engineering head (rolling stock / engineering train)": 480,
    "engineering head (signal and communications)": 481,
    "engineering manager": 482,
    "engineering service engineer / technical service engineer (aircraft engine / component maintenance)": 483,
    "engineering service engineer / technical service engineer (aircraft maintenance)": 484,
    "engineering service manager / technical service manager": 485,
    "enrolled nurse": 486,
    "enterprise architect": 487,
    "enterprise risk management associate / enterprise risk management executive": 488,
    "enterprise risk management manager": 489,
    "enterprise risk management senior / enterprise risk management senior executive": 490,
    "environment, health and safety manager": 491,
    "environment, health and safety specialist": 492,
    "equipment engineer": 493,
    "equipment specialist": 494,
    "ess project development engineer": 495,
    "event executive / project executive": 496,
    "event manager / project manager": 497,
    "event operations director": 498,
    "event operations executive": 499,
    "event operations manager": 500,
    "event services director": 501,
    "event services executive": 502,
    "event services manager": 503,
    "execution trader": 504,
    "executive (baggage services)": 505,
    "executive (cargo)": 506,
    "executive (contact centre operations) / executive (service centres) / executive (premium passenger services)": 507,
    "executive (flight operations)": 508,
    "executive (ground services)": 509,
    "executive (load control)": 510,
    "executive (passenger services)": 511,
    "executive (production / catering-cabin)": 512,
    "executive (project financing)": 513,
    "executive (ramp / technical ramp)": 514,
    "executive (technical services)": 515,
    "executive - content acquisition": 516,
    "executive - content commissioning": 517,
    "executive - localisation": 518,
    "executive - on-demand media technology and operations": 519,
    "executive - programme planning and scheduling": 520,
    "executive - standards and practices": 521,
    "executive / service supervisor": 522,
    "executive chef": 523,
    "executive director": 524,
    "executive editor / executive producer - news and current affairs": 525,
    "executive housekeeper / director of housekeeping": 526,
    "executive pastry chef": 527,
    "executive producer - broadcast": 528,
    "executive producer - film": 529,
    "executive sous chef": 530,
    "executive, performance and rewards": 531,
    "executive, talent attraction and employee experience and relations": 532,
    "executive, talent management and learning and organisational development": 533,
    "exhibition director / conference director / meeting director": 534,
    "exhibition producer / conference producer / meeting planner": 535,
    "facilities engineer": 536,
    "facilities manager / facilities engineer": 537,
    "facilities technician": 538,
    "factory manager": 539,
    "family office advisor - private banking": 540,
    "family office executive": 541,
    "family office management professional": 542,
    "farm manager": 543,
    "farm worker": 544,
    "feedstock supply trader": 545,
    "fellow / senior fellow": 546,
    "field sales executive / key account executive / sales operations management specialist": 547,
    "finance manager": 548,
    "financial controller": 549,
    "financial crime compliance executive": 550,
    "financial crime compliance manager": 551,
    "financial forensics associate / financial forensics executive": 552,
    "financial forensics director / financial forensics partner": 553,
    "financial forensics manager": 554,
    "financial forensics senior / financial forensics senior executive": 555,
    "financial planner / insurance agent / bancassurance specialist": 556,
    "financial planning and analysis manager": 557,
    "first officer": 558,
    "flight controller": 559,
    "flight operations assistant": 560,
    "flight operations officer": 561,
    "floor manager": 562,
    "food application scientist and technologist": 563,
    "food biotechnologist": 564,
    "food manufacturing nutritionist": 565,
    "food technologist": 566,
    "foreman / operations manager / programme manager": 567,
    "forensics investigation manager": 568,
    "forensics investigator": 569,
    "freight inspector / incoming quality inspector": 570,
    "freight officer": 571,
    "front end developer": 572,
    "front office executive / guest services executive / guest relations executive / front office supervisor / guest services supervisor / guest relations supervisor": 573,
    "front office manager / operations manager": 574,
    "front office officer / guest services officer / guest relations officer / front office agent / guest services agent / guest relations agent": 575,
    "fuel system operations executive": 576,
    "fuel system operations manager / fuel system operations senior executive": 577,
    "full stack developer": 578,
    "gaffer": 579,
    "game director": 580,
    "game sound designer": 581,
    "game technical director": 582,
    "gas systems operations engineer": 583,
    "gas systems operations manager": 584,
    "gas systems operations principal engineer": 585,
    "gas systems operations senior technical officer": 586,
    "gas systems operations technical officer": 587,
    "gas transmission and distribution department manager": 588,
    "general cleaner": 589,
    "general manager": 590,
    "general manager / managing director / vice president (aircraft engine / component maintenance)": 591,
    "general manager / managing director / vice president (aircraft maintenance)": 592,
    "general manager / managing director / vice president (fleet management)": 593,
    "general manager / managing director / vice president (manufacturing)": 594,
    "general manager / site director / vice president": 595,
    "general worker / operator": 596,
    "genetic counselling associate": 597,
    "grip / lighting technician": 598,
    "ground services officer": 599,
    "group beverage manager": 600,
    "group data protection officer": 601,
    "guest service crew": 602,
    "guide": 603,
    "harbour pilot": 604,
    "head - analytics and customer insights": 605,
    "head - content": 606,
    "head - content acquisition": 607,
    "head - content commissioning": 608,
    "head - programme planning and scheduling": 609,
    "head - technology and operations": 610,
    "head baker": 611,
    "head barista": 612,
    "head bartender": 613,
    "head butler / butler manager / club floor manager": 614,
    "head chef": 615,
    "head horticulturist": 616,
    "head keeper / head aquarist": 617,
    "head of branch management": 618,
    "head of business development": 619,
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    "relationship management director - commercial": 1223,
    "relationship management director - corporate and large multi-national companies": 1224,
    "relationship management director - financial institutions and non-bank financial institutions": 1225,
    "relationship management director - private banking / team leader": 1226,
    "relationship management director - retail / head of personal banking": 1227,
    "relationship management director - small and medium enterprises": 1228,
    "relationship manager - commercial": 1229,
    "relationship manager - corporate and large multi-national companies": 1230,
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    "relationship manager - small and medium enterprises": 1234,
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    "reservations officer / reservations agent": 1250,
    "reserving actuarial executive": 1251,
    "reserving and pricing actuarial manager": 1252,
    "restructuring and insolvency associate / restructuring and insolvency executive": 1253,
    "restructuring and insolvency manager": 1254,
    "restructuring and insolvency partner / restructuring and insolvency director": 1255,
    "restructuring and insolvency senior / restructuring and insolvency senior executive": 1256,
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    "revenue specialist / revenue analyst": 1258,
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    "rooms division manager / director of rooms": 1264,
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    "sales and distribution specialist / coverage officer": 1266,
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    "sales coordinator / catering sales coordinator": 1270,
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    "sales executive": 1272,
    "sales executive / catering sales executive": 1273,
    "sales executive / travel consultant (sales)": 1274,
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    "sales manager / catering sales manager / assistant sales manager / assistant catering sales manager": 1276,
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    "section supervisor / foreman": 1280,
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    "security consultant": 1282,
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    "security operations analyst": 1284,
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    "senior 2d artist (concept art / background art / character art, storyboarding)": 1289,
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    "senior anchor / senior presenter / anchor / presenter - news": 1291,
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    "senior application chemist": 1293,
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    "senior assistant engineer / assistant engineer (rolling stock)": 1303,
    "senior assistant engineer / assistant engineer (signal and communications)": 1304,
    "senior assistant station manager / assistant station manager": 1305,
    "senior associate (operations & maintenance / specialised systems / projects)": 1306,
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    "senior customer service officer / customer service specialist": 1318,
    "senior customer services officer (call centre) / senior customer service officer (reservations & ticketing) / senior passenger relations officer": 1319,
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    "senior depot officer / senior depot assistant / depot officer / depot assistant": 1321,
    "senior depot supervisor / depot supervisor": 1322,
    "senior design engineer": 1323,
    "senior director / director": 1324,
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    "senior early intervention educator": 1326,
    "senior early intervention teacher": 1327,
    "senior early years educators": 1328,
    "senior economist": 1329,
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    "senior engineer (engineering procurement)": 1333,
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    "senior engineer / engineer (permanent way and civil structure)": 1341,
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    "senior engineering service engineer / senior technical service engineer (aircraft engine / component maintenance)": 1345,
    "senior engineering service engineer / senior technical service engineer (aircraft maintenance)": 1346,
    "senior enrolled nurse": 1347,
    "senior equipment engineer": 1348,
    "senior equipment specialist": 1349,
    "senior executive (project financing)": 1350,
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    "senior full stack developer": 1355,
    "senior game designer": 1356,
    "senior game programmer": 1357,
    "senior game sound designer": 1358,
    "senior ground services officer": 1359,
    "senior healthcare assistant / basic care assistant / nursing aide": 1360,
    "senior hse specialist": 1361,
    "senior infant educator": 1362,
    "senior integration engineer": 1363,
    "senior interchange officer / senior interchange assistant / interchange officer / interchange assistant": 1364,
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    "senior internal auditor / internal auditor": 1366,
    "senior ip consultant / senior ip commercialisation manager / ip consultant / ip commercialisation manager": 1367,
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    "senior ip manager / ip manager": 1369,
    "senior ip paralegal / ip management associate": 1370,
    "senior laboratory chemist": 1371,
    "senior laboratory technician / technologist": 1372,
    "senior lead early intervention educator": 1373,
    "senior lead early intervention teacher": 1374,
    "senior lead learning support educator": 1375,
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    "senior level designer": 1377,
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    "senior maintenance technician": 1379,
    "senior manager": 1380,
    "senior manager / manager": 1381,
    "senior manufacturing engineer / senior production engineer (assembly)": 1382,
    "senior manufacturing engineer / senior production engineer (manufacturing)": 1383,
    "senior manufacturing planning executive": 1384,
    "senior marine claims executive": 1385,
    "senior marine superintendent / marine superintendent": 1386,
    "senior marine surveyor / marine surveyor": 1387,
    "senior master social worker": 1388,
    "senior mechanical engineer / senior electrical engineer": 1389,
    "senior ndt level 3 engineer (aircraft engine / component maintenance)": 1390,
    "senior ndt level 3 engineer (aircraft maintenance)": 1391,
    "senior ndt level 3 engineer (manufacturing)": 1392,
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    "senior officer (flight control) / senior officer (crew scheduling)": 1397,
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    "senior operations manager / senior technical manager": 1399,
    "senior operator - linear media operations": 1400,
    "senior patent attorney / senior patent agent / patent attorney / patent agent": 1401,
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    "senior pharmacy technician executive (drug compounding and quality management)": 1403,
    "senior pharmacy technician executive (patient care services)": 1404,
    "senior pharmacy technician executive (pharmacy it and supply chain)": 1405,
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    "senior planning executive (aircraft maintenance)": 1409,
    "senior planning executive (fleet management)": 1410,
    "senior preschool educator": 1411,
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    "senior principal physiotherapy researcher": 1420,
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    "senior principal psychologist educator": 1422,
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    "senior principal speech therapy researcher": 1428,
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    "senior producer / producer - current affairs": 1433,
    "senior producer / producer - news": 1434,
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    "senior project manager (construction) / project manager (construction)": 1441,
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    "senior quality engineer (aircraft engine / component maintenance)": 1447,
    "senior quality engineer (aircraft maintenance)": 1448,
    "senior quality engineer (fleet management)": 1449,
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    "senior quantity surveyor / senior contracts manager / senior cost manager": 1451,
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    "senior station manager / station manager / deputy station manager": 1468,
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    "senior technician (component repair & overhaul - avionics)": 1478,
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    "senior technician (engine / engine component repair & overhaul)": 1480,
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    "senior technician (signal and communications)": 1488,
    "senior technician / technician": 1489,
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    "senior trade finance analyst / trade finance analyst": 1491,
    "senior train captain / train captain": 1492,
    "senior treasury analyst / treasury analyst": 1493,
    "senior vessel operator / vessel operator": 1494,
    "senior vice president / vice president / assistant vice president": 1495,
    "senior workplace safety and health officer": 1496,
    "senior workshop engineer": 1497,
    "senior youth worker": 1498,
    "server / service crew / runner": 1499,
    "service operations manager / duty operations manager": 1500,
    "set designer": 1501,
    "set designer (set decoration, props management)": 1502,
    "ship agency manager": 1503,
    "ship agent / boarding officer": 1504,
    "ship captain / chief mate": 1505,
    "shipping analyst": 1506,
    "shipping specialist / import export specialist / freight executive": 1507,
    "site director / head": 1508,
    "site reliability engineer": 1509,
    "site reliability engineering manager": 1510,
    "site supervisor / trade supervisor / project coordinator": 1511,
    "social service assistant": 1512,
    "social work associate": 1513,
    "social worker": 1514,
    "software architect": 1515,
    "software engineer": 1516,
    "software engineering manager": 1517,
    "solar pv and ess asset maintenance engineer": 1518,
    "solar pv and ess asset maintenance senior technical officer": 1519,
    "solar pv and ess business development and project financing manager": 1520,
    "solar pv and ess business development senior executive": 1521,
    "solar pv and ess project development and asset maintenance project manager": 1522,
    "solar pv and ess project financing senior executive": 1523,
    "solar pv project development engineer": 1524,
    "solar pv project development site supervisor": 1525,
    "solutions architect": 1526,
    "sound designer": 1527,
    "sound editor / sound engineer": 1528,
    "sound recordist": 1529,
    "special care oral health therapist": 1530,
    "specialist (digital delivery)": 1531,
    "speech therapist": 1532,
    "sponsorship director": 1533,
    "sponsorship executive": 1534,
    "sponsorship manager": 1535,
    "staff engineer / senior staff engineer": 1536,
    "staff nurse": 1537,
    "stage manager": 1538,
    "station operations manager": 1539,
    "steersman": 1540,
    "store assistant": 1541,
    "store manager / outlet manager": 1542,
    "stowage manager / senior stowage planner": 1543,
    "stowage planner / stowage coordinator": 1544,
    "strategist / business designer": 1545,
    "strategy & governance director / assistant director": 1546,
    "strategy & governance manager / assistant manager": 1547,
    "strategy & governance senior executive / executive": 1548,
    "studio director / outside broadcast director": 1549,
    "studio technical director": 1550,
    "superintendent": 1551,
    "supervising sound editor (sound mixing)": 1552,
    "supervisor (baggage services)": 1553,
    "supervisor (cargo)": 1554,
    "supervisor (flight control) / supervisor (crew scheduling)": 1555,
    "supervisor (flight operations)": 1556,
    "supervisor (ground services)": 1557,
    "supervisor (load control)": 1558,
    "supervisor (passenger services)": 1559,
    "supervisor (production / catering-cabin)": 1560,
    "supervisor (ramp / technical ramp)": 1561,
    "supervisor (technical services)": 1562,
    "supervisor / chargehand / foreman": 1563,
    "supervisor / production planner": 1564,
    "supply chain / commercial manager": 1565,
    "sustainability / environment, social and governance analyst": 1566,
    "sustainability / environment, social and governance specialist": 1567,
    "sysops engineer": 1568,
    "systems support engineer": 1569,
    "tax associate / tax executive": 1570,
    "tax manager": 1571,
    "tax partner / tax director / tax vice president / head of tax": 1572,
    "tax senior / tax senior executive": 1573,
    "teacher aide": 1574,
    "technical artist": 1575,
    "technical executive": 1576,
    "technical manager": 1577,
    "technical officer": 1578,
    "technical ramp officer": 1579,
    "technical service engineer": 1580,
    "technical service engineer (fleet management)": 1581,
    "technical service manager": 1582,
    "technical service manager (aircraft engine / component maintenance)": 1583,
    "technical service manager (fleet management)": 1584,
    "technical services officer": 1585,
    "technical specialist": 1586,
    "technical support operator (video tape operations and / or video technical operations, camera control unit operations, studio graphics operations)": 1587,
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    "technician (assembly)": 1589,
    "technician (automatic fare collection)": 1590,
    "technician (avionics)": 1591,
    "technician (component repair & overhaul - avionics)": 1592,
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    "technician (engine / engine component repair & overhaul)": 1594,
    "technician (engineering train)": 1595,
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    "technician (mechanical and electrical)": 1597,
    "technician (mechanical)": 1598,
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    "technician (rolling stock)": 1601,
    "technician (signal and communications)": 1602,
    "technician - linear media infrastructure": 1603,
    "technician / coordinator (commissioning)": 1604,
    "technician / coordinator (engineering construction)": 1605,
    "technician / coordinator (operations and maintenance)": 1606,
    "technology, information and cybersecurity risk analyst": 1607,
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    "terminal manager": 1609,
    "terminal operations and fuel system operations department manager": 1610,
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    "terminal operations technical officer": 1613,
    "terminal operations technician": 1614,
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    "town gas plant maintenance engineer": 1620,
    "town gas plant maintenance manager": 1621,
    "town gas plant maintenance senior technical officer": 1622,
    "town gas plant maintenance technical officer": 1623,
    "town gas plant maintenance technician": 1624,
    "town gas production engineer": 1625,
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    "town gas production senior technical officer": 1627,
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    "trade manager / assistant trade manager": 1633,
    "trader": 1634,
    "traffic controller / transport officer / line haul operations officer": 1635,
    "traffic coordinator / dispatch coordinator": 1636,
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    "train service controller / depot traffic controller": 1638,
    "trainee aircraft maintenance technician": 1639,
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    "trainee technician": 1641,
    "transaction banking operations analyst": 1642,
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    "transport assistant manager / transport executive / line haul operations executive": 1644,
    "transportation operations manager": 1645,
    "travel account director": 1646,
    "travel account executive": 1647,
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    "travel operations director": 1649,
    "travel operations manager": 1650,
    "treasury manager": 1651,
    "treasury operations analyst / market operations analyst": 1652,
    "treasury operations manager / market operations manager": 1653,
    "trust administrator": 1654,
    "trust manager": 1655,
    "tug master": 1656,
    "ui designer": 1657,
    "underwriting executive": 1658,
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    "venue operations director": 1661,
    "venue operations executive": 1662,
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    "vertical product manager": 1664,
    "vertical specialist": 1665,
    "vessel account executive": 1666,
    "vessel accountant": 1667,
    "vessel cost controller": 1668,
    "vessel operations manager": 1669,
    "vice president": 1670,
    "video editor (colour grading, online editing)": 1671,
    "vision mixer / switcher": 1672,
    "visual merchandiser": 1673,
    "visual merchandising associate / assistant": 1674,
    "visualiser / storyteller": 1675,
    "volunteer executive": 1676,
    "volunteer manager": 1677,
    "vulnerability assessment and penetration testing analyst": 1678,
    "vulnerability assessment and penetration testing manager": 1679,
    "warehouse officer / inventory controller / quality control officer / warehouse facilities management officer": 1680,
    "warehouse operations executive / inventory management executive / warehouse assistant manager": 1681,
    "warehouse operations manager / inventory management manager / capacity management manager": 1682,
    "warehouse storekeeper / inventory coordinator / logistics coordinator": 1683,
    "warehouse supervisor / inventory control supervisor / quality control supervisor": 1684,
    "waste and recyclables collection attendant": 1685,
    "waste and recyclables collection executive": 1686,
    "waste and recyclables collection manager": 1687,
    "waste and recyclables collection supervisor": 1688,
    "waste management consultant": 1689,
    "waste process engineer": 1690,
    "waste recycling executive / waste recovery executive": 1691,
    "waste recycling machine operator": 1692,
    "waste recycling manager / waste recovery manager": 1693,
    "waste recycling sorter": 1694,
    "waste recycling supervisor / waste recovery supervisor": 1695,
    "waste treatment executive / waste disposal executive": 1696,
    "waste treatment plant manager": 1697,
    "waste treatment supervisor / waste disposal supervisor": 1698,
    "waste treatment worker / waste disposal worker": 1699,
    "water quality control chemist": 1700,
    "water quality control manager": 1701,
    "water quality control principal chemist": 1702,
    "water quality control senior technical officer": 1703,
    "water quality control technical officer": 1704,
    "water quality control technician": 1705,
    "wealth planner": 1706,
    "weighbridge operator": 1707,
    "weighbridge supervisor": 1708,
    "wine server / wine waiter / commis sommelier": 1709,
    "wine specialist / demi sommelier": 1710,
    "workplace safety and health auditor": 1711,
    "workplace safety and health coordinator": 1712,
    "workplace safety and health manager": 1713,
    "workplace safety and health officer": 1714,
    "workplace safety and health supervisor": 1715,
    "workshop engineer": 1716,
    "workshop manager": 1717,
    "workshop supervisor / senior foreman": 1718,
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    "youth worker": 1720
  },
  "idx_to_skill": {
    "0": "22kv switchgear systems maintenance",
    "1": "2d animation",
    "2": "360 degree camera operations",
    "3": "3d animation",
    "4": "3d modelling",
    "5": "access control management",
    "6": "accident and incident response management",
    "7": "account management",
    "8": "accounting and tax systems",
    "9": "accounting standards",
    "10": "accounting systems",
    "11": "accreditation structure management",
    "12": "active and smart packaging",
    "13": "adapt to change",
    "14": "additive manufacturing",
    "15": "advanced processing technology",
    "16": "advocacy and representation",
    "17": "aerial camera operations",
    "18": "aerodynamics principles application",
    "19": "aerospace heat treatment process",
    "20": "aerospace maintenance practices application",
    "21": "aerospace materials and hardware selection",
    "22": "aesthetic and design sensibility",
    "23": "affiliate marketing",
    "24": "after-sales service",
    "25": "agile coaching",
    "26": "agile software development",
    "27": "agriculture techniques and cultivation programme management",
    "28": "air cargo operations management",
    "29": "air conditioning and mechanical ventilation system design",
    "30": "air conditioning and mechanical ventilation systems maintenance",
    "31": "aircraft batteries maintenance",
    "32": "aircraft cabin equipment and furnishing maintenance",
    "33": "aircraft communication components maintenance",
    "34": "aircraft communication systems maintenance",
    "35": "aircraft cruise operations",
    "36": "aircraft dispatch",
    "37": "aircraft electrical equipment and accessories maintenance",
    "38": "aircraft electrical systems maintenance",
    "39": "aircraft emergency management",
    "40": "aircraft fuel and engine systems maintenance",
    "41": "aircraft hydraulic components maintenance",
    "42": "aircraft instrument systems maintenance",
    "43": "aircraft instruments maintenance",
    "44": "aircraft landing gears maintenance",
    "45": "aircraft landing operations",
    "46": "aircraft load planning",
    "47": "aircraft manual handling",
    "48": "aircraft movement management",
    "49": "aircraft navigation and automated flight systems maintenance",
    "50": "aircraft navigation and radar equipment maintenance",
    "51": "aircraft performance management",
    "52": "aircraft pneumatic components maintenance",
    "53": "aircraft sensing components maintenance",
    "54": "aircraft take-off operations",
    "55": "aircraft turnaround coordination",
    "56": "aircraft weight and balance calculation",
    "57": "aircraft wheels and brakes maintenance",
    "58": "airfield civil infrastructure maintenance and design",
    "59": "airfield specialised systems maintenance and design",
    "60": "airframe systems maintenance",
    "61": "airline crew scheduling",
    "62": "airline distribution channel strategies",
    "63": "airline marketing",
    "64": "airline operations management",
    "65": "airline representation and station management",
    "66": "airline revenue management",
    "67": "airport and airline economics",
    "68": "airport audit and compliance",
    "69": "airport collaborative decision making model application",
    "70": "airport infrastructure and facilities maintenance and design",
    "71": "airport operations management",
    "72": "airport safeguarding and security",
    "73": "airport service quality management",
    "74": "airside driving",
    "75": "airside operations management",
    "76": "airside safety",
    "77": "airway assessment and management",
    "78": "alarm system management",
    "79": "alcoholic beverage preparation",
    "80": "ambulance readiness and maintenance",
    "81": "ambulatory care service support",
    "82": "analysis of research data",
    "83": "analytical method validation",
    "84": "analytics and computational modelling",
    "85": "animal conditioning and enrichment",
    "86": "animal habitat management",
    "87": "animal husbandry and nutrition",
    "88": "animal transaction",
    "89": "application development",
    "90": "application support and enhancement",
    "91": "applications development",
    "92": "applications integration",
    "93": "applications support and enhancement",
    "94": "applied research and development management",
    "95": "architecture design",
    "96": "arrestation",
    "97": "artificial intelligence application",
    "98": "artificial intelligence application in product development",
    "99": "asbestos removal",
    "100": "asbestos risk management",
    "101": "asian cold dish and dessert preparation",
    "102": "asian cuisine preparation and cooking",
    "103": "assessment design and implementation",
    "104": "asset and inventory management",
    "105": "asset and liability management",
    "106": "asset integrity management",
    "107": "asset management",
    "108": "assistive devices prescription in occupational therapy",
    "109": "attractions content and experience development and delivery",
    "110": "attractions guest relations management",
    "111": "attractions membership, admission and ticketing management",
    "112": "attractions programme development",
    "113": "attractions ride and equipment maintenance",
    "114": "attractions transportation operations",
    "115": "attribution analysis",
    "116": "audio programming",
    "117": "audit and compliance",
    "118": "audit and review management",
    "119": "audit compliance",
    "120": "audit frameworks",
    "121": "audit management",
    "122": "auditing and assurance standards",
    "123": "auditor independence",
    "124": "augmented reality application",
    "125": "automated distribution management",
    "126": "automated equipment and control systems configuration",
    "127": "automated food manufacturing system maintenance",
    "128": "automated operation monitoring",
    "129": "automated process control",
    "130": "automated process design",
    "131": "automated system design",
    "132": "automatic fare collection auxiliary systems maintenance",
    "133": "automatic fare collection gate maintenance",
    "134": "automatic fare collection sales device maintenance",
    "135": "automation design",
    "136": "automation management in product development",
    "137": "automation of landscape operations",
    "138": "automation process control",
    "139": "automation research and implementation",
    "140": "automation system maintenance",
    "141": "automation systems maintenance",
    "142": "autonomous logistics design and application",
    "143": "autonomous systems technology application",
    "144": "aviation legislation compliance",
    "145": "baggage handling operations",
    "146": "baggage loading and unloading administration",
    "147": "baggage lost and found operations",
    "148": "baggage security screening operations",
    "149": "baggage services management",
    "150": "ballast system design",
    "151": "battery and battery charger maintenance",
    "152": "battery systems design management",
    "153": "behaviour change facilitation",
    "154": "behavioural analysis and predictive screening",
    "155": "behavioural economics in design",
    "156": "behavioural finance",
    "157": "behavioural safety management",
    "158": "bell service delivery",
    "159": "benchmarking",
    "160": "benefits management",
    "161": "big data analysis",
    "162": "big data analytics",
    "163": "billing and data risk management",
    "164": "billing and settlement administration",
    "165": "billing enquiry management",
    "166": "billing procedure",
    "167": "billing process improvement management",
    "168": "biological hazards management",
    "169": "biological product introduction",
    "170": "biophilic design",
    "171": "biophilic design in built environment",
    "172": "bioreactor operation and control",
    "173": "biorisk management",
    "174": "block trading",
    "175": "blog and vlog deployment",
    "176": "board membership",
    "177": "book building",
    "178": "brand campaign management",
    "179": "brand guideline development",
    "180": "brand management",
    "181": "brand portfolio management",
    "182": "bread preparation",
    "183": "breathing assessment and management",
    "184": "broadcast infrastructure design",
    "185": "broadcast infrastructure installation",
    "186": "broadcast infrastructure maintenance",
    "187": "budget management",
    "188": "budgeting",
    "189": "building information modelling application",
    "190": "building management system implementation and control",
    "191": "bulk cargo administration",
    "192": "bulk cargo operations",
    "193": "bus air-conditioning systems maintenance",
    "194": "bus body work maintenance",
    "195": "bus brake systems maintenance",
    "196": "bus depot operations",
    "197": "bus drivetrain systems maintenance",
    "198": "bus electrical and electronic systems maintenance",
    "199": "bus engine system maintenance",
    "200": "bus equipment and systems operation",
    "201": "bus fare management",
    "202": "bus garaging",
    "203": "bus interchange operations",
    "204": "bus operations control management",
    "205": "bus recovery and towing",
    "206": "bus regulatory compliance",
    "207": "bus service route operations training and development",
    "208": "bus steering and suspension systems maintenance",
    "209": "bus vehicle operations",
    "210": "business acumen",
    "211": "business agility",
    "212": "business change assessment",
    "213": "business continuity",
    "214": "business continuity management",
    "215": "business continuity planning",
    "216": "business data analysis",
    "217": "business development",
    "218": "business environment analysis",
    "219": "business ethics and values management",
    "220": "business excellence",
    "221": "business innovation",
    "222": "business innovation and improvement",
    "223": "business insights",
    "224": "business intelligence and data analytics",
    "225": "business model innovation",
    "226": "business needs analysis",
    "227": "business negotiation",
    "228": "business networking",
    "229": "business networking management",
    "230": "business operational planning",
    "231": "business opportunities development",
    "232": "business performance management",
    "233": "business planning",
    "234": "business planning management",
    "235": "business presentation delivery",
    "236": "business process analysis",
    "237": "business process management",
    "238": "business process re-engineering",
    "239": "business proposal writing",
    "240": "business relationship building",
    "241": "business requirements mapping",
    "242": "business risk assessment",
    "243": "business risk management",
    "244": "business stakeholder management",
    "245": "business-to-business customer relationship management",
    "246": "business-to-customer management",
    "247": "butler service delivery",
    "248": "cabin crew performance management",
    "249": "cabin hygiene and cleanliness",
    "250": "cabin loading activities",
    "251": "cabin preparation",
    "252": "cabin safety management",
    "253": "cable damage prevention management",
    "254": "call centre management",
    "255": "camera operations",
    "256": "canine handling",
    "257": "capability development",
    "258": "capital expenditure and investment evaluation",
    "259": "capital management",
    "260": "capital raising",
    "261": "carbon credit project development",
    "262": "carbon footprint management",
    "263": "carbon markets and decarbonisation strategies management",
    "264": "carbon pricing policy advisory",
    "265": "carbon reporting",
    "266": "carbon trading",
    "267": "care assistance",
    "268": "care transition in nursing",
    "269": "career coaching",
    "270": "career framework design",
    "271": "cargo and receipt inspection",
    "272": "cargo handling and stowage",
    "273": "cargo issuance and dispatch",
    "274": "cargo lifting",
    "275": "cargo load planning",
    "276": "cargo loading and unloading",
    "277": "cargo loading and unloading administration",
    "278": "cargo receipt and inspection",
    "279": "cargo security control",
    "280": "cargo system design",
    "281": "cargo tracking system administration",
    "282": "cargo tracking systems administration",
    "283": "cargo transit and transhipment management",
    "284": "cargo warehousing operations",
    "285": "case and care planning",
    "286": "case history taking in physiotherapy",
    "287": "casework evaluation",
    "288": "casework intervention",
    "289": "cash flow management",
    "290": "cash flow reporting",
    "291": "category management",
    "292": "category marketing",
    "293": "cell culture",
    "294": "centre innovation and change adoption",
    "295": "chainsaw operations",
    "296": "change management",
    "297": "channel management",
    "298": "chartering",
    "299": "chartwork",
    "300": "chemical processing",
    "301": "chemical reagent management",
    "302": "chemical risk management",
    "303": "child development assessment",
    "304": "child functional needs assessment",
    "305": "child observation",
    "306": "child safety and protection",
    "307": "child screening and assessment",
    "308": "chinese dry-heat dish preparation and cooking",
    "309": "chinese moist-heat dish preparation and cooking",
    "310": "chromatography equipment operation and control",
    "311": "circulation assessment and management",
    "312": "civil and structural engineering management",
    "313": "civil emergency management",
    "314": "civil structure maintenance",
    "315": "claims management",
    "316": "claims processing",
    "317": "cleaning and sterilising",
    "318": "cleaning chemical handling",
    "319": "cleaning validation",
    "320": "cleanliness and contamination control",
    "321": "cleanliness testing",
    "322": "client advocacy",
    "323": "client assessment for genetic counselling",
    "324": "client assessment for occupational therapy",
    "325": "client assessment for physiotherapy",
    "326": "client assessment for speech therapy",
    "327": "client assessment in therapy support",
    "328": "client education in rehabilitation therapy",
    "329": "client education in therapy support",
    "330": "client investment suitability",
    "331": "client supervision",
    "332": "climate change management",
    "333": "climate reporting",
    "334": "clinical governance",
    "335": "clinical incident management in rehabilitation therapy",
    "336": "clinical investigational drug management",
    "337": "clinical records documentation and management",
    "338": "clinical services development",
    "339": "clinical supervision",
    "340": "clinical support duties and procedures",
    "341": "clinical support for patient service associates",
    "342": "clinical teaching and supervision",
    "343": "cloud computing",
    "344": "cloud computing application",
    "345": "club floor operations management",
    "346": "coaching and mentoring",
    "347": "coaching and mentoring for educators",
    "348": "coating",
    "349": "cold chain operations administration",
    "350": "collaboration",
    "351": "collaborative practices across disciplines and sectors",
    "352": "collaborative practices with stakeholders across disciplines",
    "353": "collateral management",
    "354": "collateral production",
    "355": "colour concept application",
    "356": "colour grading",
    "357": "commissioning and start-up management",
    "358": "commissioning coordination",
    "359": "commodities trading management",
    "360": "common data environment management",
    "361": "communication",
    "362": "communication and navigation system design",
    "363": "communication auxiliary systems maintenance",
    "364": "communication backbone system maintenance",
    "365": "communication power system maintenance",
    "366": "communications channel management",
    "367": "community development",
    "368": "community partnership",
    "369": "compensation management",
    "370": "competency framework development",
    "371": "competitive business strategy",
    "372": "compliance mindset development",
    "373": "compliance with legal regulations",
    "374": "component assembly",
    "375": "composite structures design and maintenance",
    "376": "compositing visuals",
    "377": "computational design",
    "378": "computational modelling",
    "379": "computer numeric control operations",
    "380": "computer vision technology",
    "381": "computer-aided design",
    "382": "computer-aided design application",
    "383": "computer-aided manufacturing",
    "384": "computerised systems validation",
    "385": "concept art creation",
    "386": "concept creation",
    "387": "concept creation for production design",
    "388": "conceptual thinking",
    "389": "concierge and uniformed service delivery",
    "390": "condition monitoring",
    "391": "condition-based assets monitoring management",
    "392": "condition-based monitoring",
    "393": "conduct and behaviour management",
    "394": "confidentiality management",
    "395": "configuration tracking",
    "396": "confined space management",
    "397": "confined space work",
    "398": "conflict management",
    "399": "conflict resolution",
    "400": "conflict resolution management",
    "401": "construction technology",
    "402": "consumer intelligence analysis",
    "403": "container loading and unloading administration",
    "404": "container operations",
    "405": "content acquisition management",
    "406": "content commissioning",
    "407": "content creation",
    "408": "content delivery network operations",
    "409": "content development and strategy",
    "410": "content distribution",
    "411": "content ingest operations",
    "412": "content management",
    "413": "content management system utilisation",
    "414": "content marketing strategy",
    "415": "content rating and compliance",
    "416": "content strategy",
    "417": "content writing and editing",
    "418": "contingency management",
    "419": "contingent workforce management",
    "420": "continuing professional development management",
    "421": "continuous improvement",
    "422": "continuous improvement management",
    "423": "continuous integration and continuous deployment",
    "424": "continuous process improvement",
    "425": "continuous quality improvement",
    "426": "contract / vendor management",
    "427": "contract administration and management",
    "428": "contract and vendor management",
    "429": "contract development and management",
    "430": "contract management",
    "431": "contract preparation, evaluation, negotiation and tendering",
    "432": "contracts and agreements",
    "433": "control room operations management",
    "434": "control system programming",
    "435": "cooling system design",
    "436": "copyright application",
    "437": "corporate and business law",
    "438": "corporate and business law application",
    "439": "corporate governance",
    "440": "corrective maintenance management",
    "441": "cost control and management",
    "442": "cost management",
    "443": "costume design and creation",
    "444": "counselling assessment",
    "445": "counselling intervention",
    "446": "counterparty relationship management",
    "447": "cranes, remote heads and jibs operations",
    "448": "creative entrepreneurship",
    "449": "creative storytelling",
    "450": "creative thinking",
    "451": "credit assessment",
    "452": "credit management",
    "453": "credit risk management",
    "454": "crew management",
    "455": "crisis communication",
    "456": "crisis communication and media management",
    "457": "crisis management",
    "458": "crisis situations management",
    "459": "critical thinking",
    "460": "cross docking",
    "461": "crowd and traffic control management",
    "462": "crowd control and planning",
    "463": "crowd management",
    "464": "cultural sensitivity for design",
    "465": "cultural, heritage and socio-economic sensitivity for design",
    "466": "curriculum design",
    "467": "customer acceptance checking and onboarding",
    "468": "customer acquisition and relationship management",
    "469": "customer acquisition management",
    "470": "customer and passenger handling and care",
    "471": "customer behaviour analysis",
    "472": "customer challenges management",
    "473": "customer data analysis",
    "474": "customer experience innovation",
    "475": "customer experience management",
    "476": "customer feedback and relationship management",
    "477": "customer loyalty",
    "478": "customer loyalty and retention strategy design",
    "479": "customer loyalty and retention strategy formulation",
    "480": "customer management",
    "481": "customer orientation",
    "482": "customer relationship management",
    "483": "customer relationship management operations",
    "484": "customer service delivery",
    "485": "customer service excellence",
    "486": "customer service innovation management",
    "487": "customisation and localisation",
    "488": "cutting",
    "489": "cyber and data breach incident management",
    "490": "cyber forensics",
    "491": "cyber incident management",
    "492": "cyber risk management",
    "493": "cyber security",
    "494": "cybersecurity",
    "495": "cybersecurity framework application",
    "496": "dangerous goods management",
    "497": "data analysis and interpretation",
    "498": "data analytics",
    "499": "data analytics and computational modelling",
    "500": "data analytics system design",
    "501": "data and information management",
    "502": "data and information visualisation",
    "503": "data and statistical analytics",
    "504": "data centre facilities management",
    "505": "data collection and analysis",
    "506": "data collection and management",
    "507": "data collection and preparation",
    "508": "data design",
    "509": "data engineering",
    "510": "data ethics",
    "511": "data governance",
    "512": "data management",
    "513": "data migration",
    "514": "data mining and modelling",
    "515": "data protection management",
    "516": "data sharing",
    "517": "data storytelling and visualisation",
    "518": "data strategy",
    "519": "data synthesis",
    "520": "data visualisation",
    "521": "data visualisation and storyboarding",
    "522": "data wrangling",
    "523": "data-mining and modelling",
    "524": "database administration",
    "525": "deal origination and structuring",
    "526": "deal syndication and arrangement",
    "527": "debt restructuring",
    "528": "decarbonisation consulting",
    "529": "decarbonisation project development",
    "530": "decision making",
    "531": "defect density monitoring",
    "532": "delegates and participants management",
    "533": "delivery management",
    "534": "delivery optimisation",
    "535": "demand analysis",
    "536": "demand and supply analysis",
    "537": "demand management operations",
    "538": "demand management plan development",
    "539": "dental inventory maintenance and management",
    "540": "department financial management",
    "541": "department performance management",
    "542": "derivatives trading management",
    "543": "design concepts generation",
    "544": "design creation and development",
    "545": "design for maintainability",
    "546": "design for manufacturing and assembly",
    "547": "design for safety",
    "548": "design sketching",
    "549": "design standards and specification",
    "550": "design sustainability and ethics management",
    "551": "design thinking practice",
    "552": "design writing",
    "553": "detection and monitoring application",
    "554": "deterrence",
    "555": "development on intervention plan for physiotherapy",
    "556": "digital and interactive design",
    "557": "digital and physical prototyping",
    "558": "digital asset and file management",
    "559": "digital fluency",
    "560": "digital forensics",
    "561": "digital image production",
    "562": "digital lighting",
    "563": "digital lighting for production",
    "564": "digital marketing",
    "565": "digital marketing and communication",
    "566": "digital marketing management",
    "567": "digital techniques application",
    "568": "digital technology adoption and innovation",
    "569": "digital technology environment scanning",
    "570": "direction",
    "571": "disability assessment and management",
    "572": "disaster recovery management",
    "573": "display creation and management",
    "574": "dispute resolution",
    "575": "dispute settlement",
    "576": "disruption management",
    "577": "distributed generation system performance monitoring management",
    "578": "diversity and inclusion",
    "579": "diversity and inclusion management",
    "580": "diversity awareness and management",
    "581": "document control",
    "582": "document management for pharmacy support",
    "583": "documentation",
    "584": "documentation and administration",
    "585": "drainage, plumbing and sanitary systems maintenance",
    "586": "drive productivity and innovation",
    "587": "drug distribution and inventory management",
    "588": "dry dock project management",
    "589": "due professional care",
    "590": "e-commerce campaign management",
    "591": "e-commerce management",
    "592": "e-logistics it solutioning",
    "593": "early childhood curriculum design",
    "594": "early childhood pedagogical practice",
    "595": "early childhood programme planning",
    "596": "early intervention curriculum design",
    "597": "early intervention principles and practices",
    "598": "ecology in landscapes",
    "599": "effective board member",
    "600": "effective client communication",
    "601": "effective communication in nursing",
    "602": "effective patient counselling",
    "603": "effectiveness management",
    "604": "elastomer seals application",
    "605": "electrical and electronic systems maintenance",
    "606": "electrical design approval",
    "607": "electrical drawing",
    "608": "electrical engineering management",
    "609": "electrical field maintenance management",
    "610": "electrical fundamentals application",
    "611": "electrical maintenance management",
    "612": "electrical systems design",
    "613": "electrical termination, connection and measurement",
    "614": "electrical testing",
    "615": "electrical wiring interconnection systems maintenance",
    "616": "electrical, electronic and control engineering",
    "617": "electricity meter and associated equipment installation and commissioning",
    "618": "electricity metering data management",
    "619": "electricity network incident management",
    "620": "electricity network operations management",
    "621": "electricity network performance monitoring management",
    "622": "electricity network planning",
    "623": "electricity service connections planning",
    "624": "electronic fundamentals application",
    "625": "electronic trading system management",
    "626": "electrostatic discharge control",
    "627": "embedded system integration",
    "628": "embedded systems integration",
    "629": "embedded systems interface design",
    "630": "embedded systems programming",
    "631": "emergency and crisis situation management",
    "632": "emergency and security communication systems maintenance",
    "633": "emergency care management in nursing",
    "634": "emergency management",
    "635": "emergency response and crisis management",
    "636": "emergency response and crisis management development and implementation",
    "637": "emergency response management",
    "638": "emergency response planning",
    "639": "emergency shut-down and restart",
    "640": "emerging technology",
    "641": "emerging technology scanning",
    "642": "emerging technology synthesis",
    "643": "empathetic design",
    "644": "employee and labour relations",
    "645": "employee communication management",
    "646": "employee engagement management",
    "647": "employee mobility management",
    "648": "employee relations",
    "649": "employee relationship management",
    "650": "employer branding",
    "651": "energy management and audit",
    "652": "energy product advisory",
    "653": "energy trading portfolio optimisation",
    "654": "engagement completion and reporting",
    "655": "engagement execution",
    "656": "engagement planning",
    "657": "engagement quality control",
    "658": "engagement review",
    "659": "engine cleaning",
    "660": "engine component parts inspection",
    "661": "engine disassembly and assembly",
    "662": "engine rigging and de-rigging",
    "663": "engineering contract management",
    "664": "engineering drawing",
    "665": "engineering drawing and design specifications",
    "666": "engineering drawing, interpretation and management",
    "667": "engineering installation design",
    "668": "engineering maintenance management",
    "669": "engineering management of change",
    "670": "engineering problem solving",
    "671": "engineering product design",
    "672": "engineering product design facilitation",
    "673": "engineering project management",
    "674": "engineering safety and security standards",
    "675": "engineering safety standards interpretation",
    "676": "engineering standards audit and assessment",
    "677": "engineering support management",
    "678": "engineering train and rolling stock operation",
    "679": "engineering watch",
    "680": "engineering, procurement and construction management",
    "681": "engines and components handling, inspection and packing",
    "682": "enterprise architecture",
    "683": "enterprise database system administration",
    "684": "enterprise risk management",
    "685": "environment and social governance",
    "686": "environment impact assessment",
    "687": "environment management in landscape operations",
    "688": "environment observation",
    "689": "environmental assessment and modification for occupational therapy",
    "690": "environmental assessment and modification for physiotherapy",
    "691": "environmental management system framework development and implementation",
    "692": "environmental management system policies, standards, procedures and practices management",
    "693": "environmental protection management",
    "694": "environmental sustainability management",
    "695": "equipment and inventory management",
    "696": "equipment and system value engineering management",
    "697": "equipment and systems installation and commissioning management",
    "698": "equipment and systems repair",
    "699": "equipment and systems testing",
    "700": "equipment drawing",
    "701": "equipment maintenance",
    "702": "equipment maintenance and housekeeping",
    "703": "equipment qualification",
    "704": "ergonomics hazards management",
    "705": "escalator and travelator maintenance",
    "706": "escalator and travellator systems maintenance and management",
    "707": "ethical climate",
    "708": "ethical culture",
    "709": "ethics, values and legislation",
    "710": "event logistics administration",
    "711": "events planning and management",
    "712": "evidence management",
    "713": "excellence in service",
    "714": "executive protection",
    "715": "executive remuneration management",
    "716": "exposure and risk measurement",
    "717": "exposure assessment and management",
    "718": "facade design",
    "719": "facilitation",
    "720": "facilities maintenance",
    "721": "facilities shut-down and re-start",
    "722": "facility design",
    "723": "facility maintenance",
    "724": "factory system management",
    "725": "failure analysis",
    "726": "family and caregiver engagement",
    "727": "family governance",
    "728": "farm biosecurity compliance and management",
    "729": "feeding management in community care",
    "730": "feedstock and product transfer operations management",
    "731": "filtration equipment operation and control",
    "732": "finance business partnering",
    "733": "financial acumen",
    "734": "financial administration",
    "735": "financial analysis",
    "736": "financial budget planning and management",
    "737": "financial budgeting",
    "738": "financial closing",
    "739": "financial crime laws and regulations",
    "740": "financial management",
    "741": "financial modelling",
    "742": "financial planning",
    "743": "financial planning and analysis",
    "744": "financial planning and budget management",
    "745": "financial reporting",
    "746": "financial reporting quality",
    "747": "financial statements analysis",
    "748": "financial statements review",
    "749": "financial transactions",
    "750": "fire prevention and fire-fighting",
    "751": "fire prevention and firefighting",
    "752": "fire protection system design",
    "753": "fire protection system maintenance",
    "754": "fire protection systems maintenance",
    "755": "firearm handling",
    "756": "first-aid",
    "757": "fleet procurement",
    "758": "flexible facilities implementation",
    "759": "flight check-in operations",
    "760": "flight deck communications",
    "761": "flight dispatch",
    "762": "flight disruptions and irregular operations management",
    "763": "flight performance data calculation",
    "764": "flight planning",
    "765": "flight watching and flight following",
    "766": "flower arrangement",
    "767": "flower harvesting and handling",
    "768": "food and beverage equipment maintenance",
    "769": "food and beverage inventory management",
    "770": "food and beverage production management",
    "771": "food and beverage quality assurance framework development",
    "772": "food and beverage quality audit and assessment",
    "773": "food and beverage quality audit and compliance",
    "774": "food and beverage recipe formulation",
    "775": "food and beverage safety and hygiene",
    "776": "food and beverage safety, hygiene and security",
    "777": "food and beverage service",
    "778": "food and beverage services",
    "779": "food and beverage visual merchandising presentation",
    "780": "food manufacturing facility maintenance",
    "781": "food manufacturing process design",
    "782": "food product marketing",
    "783": "food production management",
    "784": "food safety analysis",
    "785": "food safety and hygiene",
    "786": "food safety management",
    "787": "food science application",
    "788": "food shop hygiene maintenance",
    "789": "food technology application",
    "790": "food waste disposal and reduction",
    "791": "food waste management",
    "792": "forensic data analytics",
    "793": "form giving",
    "794": "forming",
    "795": "franchise management",
    "796": "fraud detection and prevention",
    "797": "fraud investigation planning and execution",
    "798": "fraud risk management",
    "799": "freight and cargo claim administration",
    "800": "freight insurance administration",
    "801": "front office operations management",
    "802": "front-end engineering and design",
    "803": "front-end engineering design management",
    "804": "frontline services management",
    "805": "fuel accessories components maintenance",
    "806": "fuel and lubrication system design",
    "807": "fuel terminal operations management",
    "808": "fuel trading",
    "809": "functional analysis",
    "810": "fund accounting",
    "811": "fundraising and sponsorships",
    "812": "furniture and furnishing maintenance",
    "813": "game analytics",
    "814": "game artificial intelligence development",
    "815": "game concept design",
    "816": "game engine development",
    "817": "game level development",
    "818": "game networking",
    "819": "game physics development",
    "820": "game porting",
    "821": "game production optimisation",
    "822": "game quality assurance testing",
    "823": "game server programming",
    "824": "game sound integration",
    "825": "game technical design",
    "826": "game testing automation",
    "827": "game user interface development",
    "828": "game-based marketing",
    "829": "gameplay design",
    "830": "gameplay development",
    "831": "gas cathodic protection system operation and maintenance",
    "832": "gas meter installation and commissioning",
    "833": "gas meter maintenance",
    "834": "gas metering data management",
    "835": "gas network operations management",
    "836": "gas network performance monitoring management",
    "837": "gas network planning",
    "838": "gas network system management",
    "839": "gas pipeline leak surveying",
    "840": "gas receiving and holder operations and maintenance",
    "841": "gas turbine engine principles application",
    "842": "genetic knowledge analysis",
    "843": "geometric dimensioning and tolerancing",
    "844": "geotechnical engineering management",
    "845": "global perspective",
    "846": "goal setting in rehabilitation therapy",
    "847": "good agriculture practices implementation",
    "848": "good manufacturing practices implementation",
    "849": "governance",
    "850": "green building strategy implementation",
    "851": "green facilities management",
    "852": "green manufacturing design and implementation",
    "853": "green ship design",
    "854": "greenhouse gas accounting",
    "855": "ground handling services and operations management",
    "856": "ground services training delivery",
    "857": "ground support equipment failure analysis",
    "858": "ground support equipment maintenance",
    "859": "ground support equipment operations",
    "860": "ground support equipment safety audit inspections",
    "861": "group accounting and consolidation",
    "862": "group dynamics facilitation",
    "863": "group therapy planning and implementation",
    "864": "group work assessment and planning",
    "865": "group work evaluation",
    "866": "group work intervention",
    "867": "guard and patrol",
    "868": "hair design and styling",
    "869": "halal certification compliance for food and beverages operations",
    "870": "hazard and risk control and policy management",
    "871": "hazard and risk identification and management",
    "872": "hazard control in laser devices",
    "873": "hazardous material management",
    "874": "hazardous materials identification system (hmis) administration",
    "875": "hazardous substances impact evaluation",
    "876": "hazardous substances management",
    "877": "hazards and risk control, and policy management",
    "878": "hazards and risk identification and management",
    "879": "hazards identification",
    "880": "health and fatigue risk management",
    "881": "health and wellness programme management",
    "882": "health education programme development and implementation",
    "883": "health promotion",
    "884": "health, hygiene and nutrition for children",
    "885": "health, safety and environment procedures implementation",
    "886": "heat transfer system design",
    "887": "heat treatment process",
    "888": "heating, ventilation and air conditioning system design",
    "889": "heavy crane vehicle maintenance",
    "890": "heavy lifting machinery operation",
    "891": "hedging management",
    "892": "helicopter aerodynamics, structures and systems principles application",
    "893": "high speed camera operations",
    "894": "high voltage power systems maintenance",
    "895": "holographic camera operations",
    "896": "horizontal surface maintenance",
    "897": "horticultural chemical usage",
    "898": "horticultural maintenance programme",
    "899": "horticulture management",
    "900": "hospitality data collection and analysis",
    "901": "hospitality venue inspection",
    "902": "hotel asset valuation and acquisition",
    "903": "house brand development",
    "904": "hull inspections",
    "905": "human factors application and error management",
    "906": "human factors in job design",
    "907": "human factors management",
    "908": "human resource advisory",
    "909": "human resource analytics and insights",
    "910": "human resource digitalisation",
    "911": "human resource policies and legislation framework management",
    "912": "human resource practices implementation",
    "913": "human resource service quality management",
    "914": "human resource strategy formulation",
    "915": "human resource systems management",
    "916": "human-robot collaboration",
    "917": "hydraulic systems management",
    "918": "ict disaster recovery management",
    "919": "idea generation and selection",
    "920": "image processing and industrial vision inspection",
    "921": "imagination and exploration",
    "922": "immersive design",
    "923": "immersive video editing",
    "924": "immersive video editing for performing arts",
    "925": "import and export documentation administration",
    "926": "in-flight customer services",
    "927": "in-flight emergency management",
    "928": "inbound marketing",
    "929": "incident and accident investigation",
    "930": "incident investigation management",
    "931": "incident response",
    "932": "inclement weather operations and planning",
    "933": "indian dry-heat dish preparation and cooking",
    "934": "indian moist-heat dish preparation and cooking",
    "935": "individual and cultural diversity",
    "936": "individualised intervention planning and implementation",
    "937": "indoor air quality management",
    "938": "indoor environmental quality improvement",
    "939": "industry knowledge, research and analysis",
    "940": "industry networking",
    "941": "infection control",
    "942": "infection prevention and control in nursing practice",
    "943": "influence",
    "944": "infocomm security and data privacy",
    "945": "infographics and data visualisation",
    "946": "information and communication technology disaster recovery management",
    "947": "information collection",
    "948": "information gathering and analysis",
    "949": "information technology and network security",
    "950": "information technology application support and monitoring",
    "951": "infrastructure deployment",
    "952": "infrastructure design",
    "953": "infrastructure strategy",
    "954": "infrastructure support",
    "955": "initial assessment",
    "956": "injection mould design",
    "957": "innovation",
    "958": "innovation management",
    "959": "inspection engineering management",
    "960": "installation and assembly",
    "961": "installation planning and execution",
    "962": "instrumentation and control design engineering management",
    "963": "instrumentation and control field maintenance management",
    "964": "instrumentation and control maintenance management",
    "965": "instrumentation and control system design",
    "966": "instrumentation and control system maintenance management",
    "967": "insurance claims handling",
    "968": "integrated digital delivery application",
    "969": "integrated marketing",
    "970": "integrated system design and application",
    "971": "intellectual property (ip) management",
    "972": "intellectual property audit and due diligence",
    "973": "intellectual property commercialisation and exploitation",
    "974": "intellectual property enforcement",
    "975": "intellectual property in business",
    "976": "intellectual property in research and development",
    "977": "intellectual property intelligence",
    "978": "intellectual property licencing",
    "979": "intellectual property management",
    "980": "intellectual property management processes",
    "981": "intellectual property monetisation",
    "982": "intellectual property portfolio management",
    "983": "intellectual property strategy",
    "984": "intelligent reasoning",
    "985": "inter-professional collaboration",
    "986": "interaction and relationship",
    "987": "interaction design practice",
    "988": "interface management",
    "989": "internal audit engagement execution",
    "990": "internal audit engagement planning",
    "991": "internal audit function management",
    "992": "internal audit quality assurance",
    "993": "internal controls",
    "994": "internal controls in product development",
    "995": "international air transport association safety audit for ground operations implementation",
    "996": "international marketing programmes management",
    "997": "international trade legislation compliance",
    "998": "international trade legislation for business",
    "999": "internet of things application",
    "1000": "internet of things implementation",
    "1001": "internet of things management",
    "1002": "intervention implementation",
    "1003": "intervention implementation in therapy support",
    "1004": "intervention planning in genetic counselling",
    "1005": "intervention planning in occupational therapy",
    "1006": "intervention planning in speech therapy",
    "1007": "interviewing",
    "1008": "inventory control",
    "1009": "inventory control and equipment maintenance",
    "1010": "inventory control and equipment maintenance in rehabilitation care",
    "1011": "inventory management",
    "1012": "inventory management in rehabilitation therapy",
    "1013": "inventory procurement for pharmacy support",
    "1014": "involuntary exit management",
    "1015": "it asset management",
    "1016": "it governance",
    "1017": "it standards",
    "1018": "it strategy",
    "1019": "jigs and fixture design",
    "1020": "jigs and fixtures design",
    "1021": "job analysis and evaluation",
    "1022": "joining and welding",
    "1023": "kitchen production scheduling",
    "1024": "knowledge management",
    "1025": "laboratory data analysis",
    "1026": "laboratory data reporting and analysis management",
    "1027": "laboratory equipment maintenance and calibration management",
    "1028": "laboratory management",
    "1029": "laboratory operations management",
    "1030": "labour relations management",
    "1031": "landscape drainage management",
    "1032": "landscape irrigation management",
    "1033": "landscape tools, equipment and machinery management",
    "1034": "laser and optics application",
    "1035": "lashing",
    "1036": "launch planning and management",
    "1037": "laundry operations management",
    "1038": "leadership development",
    "1039": "lean manufacturing",
    "1040": "learner assessments",
    "1041": "learner profile analysis",
    "1042": "learning agility",
    "1043": "learning and development",
    "1044": "learning and development framework management",
    "1045": "learning and development programme management",
    "1046": "learning and development strategy",
    "1047": "learning environment design",
    "1048": "learning experience delivery",
    "1049": "learning experience evaluation",
    "1050": "learning framework development",
    "1051": "learning mode design",
    "1052": "learning needs analysis",
    "1053": "learning programme delivery",
    "1054": "learning programme design",
    "1055": "learning programme evaluation",
    "1056": "learning solution design",
    "1057": "learning space design",
    "1058": "learning strategy development",
    "1059": "learning support session planning and implementation",
    "1060": "learning technology design",
    "1061": "legal compliance management",
    "1062": "legal drafting and writing",
    "1063": "legislative and regulatory compliance",
    "1064": "level design",
    "1065": "life cycle costing and analysis",
    "1066": "lift planning and management",
    "1067": "lift systems maintenance",
    "1068": "lift systems maintenance and management",
    "1069": "lifts and escalators systems design",
    "1070": "lighting conceptualisation and design",
    "1071": "lighting conceptualisation and design for production",
    "1072": "lighting design optimisation",
    "1073": "lighting operations",
    "1074": "lightning protection systems design",
    "1075": "linen and uniform room operations management",
    "1076": "liquefied natural gas breakbulk services management",
    "1077": "litigation support",
    "1078": "livestock cargo administration",
    "1079": "load control documentation",
    "1080": "load profile and capacity certificate management",
    "1081": "local exhaust ventilation system management",
    "1082": "location scouting and management",
    "1083": "locomotive maintenance",
    "1084": "logistics operations research and planning",
    "1085": "logistics process quality management",
    "1086": "logistics solution design thinking",
    "1087": "logistics solution product / project management",
    "1088": "logistics solutions marketing",
    "1089": "logistics solutions sales",
    "1090": "loss and risk prevention management",
    "1091": "low voltage power systems maintenance",
    "1092": "low voltage switchboard maintenance",
    "1093": "machining",
    "1094": "macroeconomic analysis",
    "1095": "maintenance and repair",
    "1096": "maintenance coordination",
    "1097": "maintenance integrity and reliability framework development and implementation",
    "1098": "maintenance organisation structure management",
    "1099": "maintenance planning and scheduling",
    "1100": "maintenance scheduling",
    "1101": "maintenance strategy development",
    "1102": "maintenance strategy management",
    "1103": "major hazard installation safety case management",
    "1104": "make-up design (and special effects)",
    "1105": "malay dry-heat dish preparation and cooking",
    "1106": "malay moist-heat dish preparation and cooking",
    "1107": "manage change",
    "1108": "management decision making",
    "1109": "management of stakeholders",
    "1110": "manpower forecasting",
    "1111": "manpower planning",
    "1112": "manpower planning and deployment",
    "1113": "manual and digital drawings production",
    "1114": "manufacturing equipment operation and control",
    "1115": "manufacturing process design",
    "1116": "manufacturing process management",
    "1117": "manufacturing systems operation and control",
    "1118": "manufacturing technology",
    "1119": "manufacturing workflow management",
    "1120": "marine auxiliary system maintenance",
    "1121": "marine design customisation",
    "1122": "marine engineering calculations",
    "1123": "marine equipment and system maintenance",
    "1124": "marine equipment material selection",
    "1125": "marine incident and accident investigations",
    "1126": "marine insurance claims handling",
    "1127": "marine insurance underwriting profitability and efficiency management",
    "1128": "marine survey reporting",
    "1129": "maritime emergency response management",
    "1130": "maritime hazards identification",
    "1131": "maritime incident management",
    "1132": "maritime safety culture management",
    "1133": "maritime safety performance management",
    "1134": "maritime safety policy development",
    "1135": "market demand and feedstock management",
    "1136": "market entry strategy formulation",
    "1137": "market evaluation",
    "1138": "market intelligence",
    "1139": "market liquidity and counterparty matching",
    "1140": "market profiling",
    "1141": "market research",
    "1142": "market research and analysis",
    "1143": "market risk management",
    "1144": "market specialisation",
    "1145": "market trend analysis",
    "1146": "marketing campaign management",
    "1147": "marketing communication plan development",
    "1148": "marketing communications plan development",
    "1149": "marketing content development",
    "1150": "marketing management",
    "1151": "marketing mix management",
    "1152": "marketing operations management",
    "1153": "marketing strategy",
    "1154": "marketing strategy development",
    "1155": "marketing strategy development and implementation",
    "1156": "mass communications management",
    "1157": "master control room operations",
    "1158": "material flow modelling",
    "1159": "material handling equipment (mhe) handling",
    "1160": "material inspection",
    "1161": "material joining",
    "1162": "material management (planning, sourcing, use, disposal)",
    "1163": "material qualification",
    "1164": "material studies and production processes",
    "1165": "materials inspection",
    "1166": "materials management",
    "1167": "materials qualification",
    "1168": "mathematical concepts application",
    "1169": "measurement of building and construction works",
    "1170": "meat storage and fabrication",
    "1171": "mechanical engineering management",
    "1172": "mechanical field maintenance management",
    "1173": "mechanical maintenance management",
    "1174": "mechanical rotating equipment engineering management",
    "1175": "mechanical static equipment engineering management",
    "1176": "media content cataloguing",
    "1177": "media data management",
    "1178": "media distribution platform management",
    "1179": "media file formats conformation",
    "1180": "media law and compliance",
    "1181": "media platforms management",
    "1182": "media storage record maintenance",
    "1183": "media strategy development",
    "1184": "medication administration for prehospital cases",
    "1185": "medication dispensing",
    "1186": "medication management in nursing",
    "1187": "medication reconciliation in pharmacy support",
    "1188": "medication safety",
    "1189": "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
    "1190": "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
    "1191": "mentoring for youths",
    "1192": "merchandise buying",
    "1193": "merchandise performance analysis",
    "1194": "mergers and acquisition",
    "1195": "mergers and acquisitions management",
    "1196": "metal forming",
    "1197": "metal-based additive manufacturing",
    "1198": "metallic material characterisation",
    "1199": "meter and associated equipment maintenance management",
    "1200": "metrology management",
    "1201": "microclimate in landscape design",
    "1202": "mobile apps marketing",
    "1203": "mobile equipment - heavy duty prime mover and trailer operations",
    "1204": "mobile equipment - prime mover defensive driving",
    "1205": "mobile generator deployment",
    "1206": "mobility and ambulation assistance in nursing",
    "1207": "monitoring and surveillance",
    "1208": "multi-camera operations",
    "1209": "multi-function vehicle maintenance",
    "1210": "multimedia design",
    "1211": "multimedia operations",
    "1212": "nacelle mechanical structures maintenance",
    "1213": "narrative design",
    "1214": "narrative design in product development",
    "1215": "natural ventilation design",
    "1216": "naval architecture calculations",
    "1217": "navigation and position determination",
    "1218": "navigation and position determination (special limit)",
    "1219": "navigation watch",
    "1220": "navigation watch (special limit)",
    "1221": "network administration and maintenance",
    "1222": "network configuration",
    "1223": "network diversion management",
    "1224": "network equipment testing",
    "1225": "network monitoring and control management",
    "1226": "network monitoring, control and supply restoration",
    "1227": "network planning and operations",
    "1228": "network security",
    "1229": "network simulation and analysis",
    "1230": "network slicing",
    "1231": "network system planning and design",
    "1232": "network systems maintenance",
    "1233": "network technical specifications development",
    "1234": "networking",
    "1235": "new engine build process application",
    "1236": "new export market entry strategy formulation",
    "1237": "new product introduction",
    "1238": "new product introduction for food",
    "1239": "news bulletin production",
    "1240": "news delivery and presentation",
    "1241": "news editing",
    "1242": "news story development",
    "1243": "news story research",
    "1244": "noise and vibration control",
    "1245": "noise and vibration monitoring",
    "1246": "non-alcoholic beverage preparation",
    "1247": "non-conformance management",
    "1248": "non-destructive testing",
    "1249": "non-destructive testing (eddy current inspection)",
    "1250": "non-destructive testing (infrared inspection)",
    "1251": "non-destructive testing (liquid penetrant inspection)",
    "1252": "non-destructive testing (magnetic particle inspection)",
    "1253": "non-destructive testing (radiographic inspection)",
    "1254": "non-destructive testing (ultrasonic inspection)",
    "1255": "non-destructive testing (vibration analysis)",
    "1256": "non-destructive testing management",
    "1257": "non-financial reporting",
    "1258": "non-metallic materials manufacturing",
    "1259": "non-metallic materials testing",
    "1260": "non-sterile compounding",
    "1261": "novel food application",
    "1262": "nursery operations management",
    "1263": "nursing care for the deceased",
    "1264": "nursing manpower planning",
    "1265": "nursing productivity and innovation",
    "1266": "nursing research and statistics",
    "1267": "nutrition and fluids management in nursing",
    "1268": "onboarding",
    "1269": "one-stop service delivery",
    "1270": "operation management",
    "1271": "operational excellence",
    "1272": "operational risk management",
    "1273": "operational technology security audit management",
    "1274": "operational technology security design",
    "1275": "operations management",
    "1276": "operations reporting protocol application",
    "1277": "operations risk management",
    "1278": "opportunity development",
    "1279": "order fulfilment administration",
    "1280": "order fulfilment and returns processing",
    "1281": "order processing and change request management",
    "1282": "organisation and board relationship",
    "1283": "organisation evaluation for business excellence",
    "1284": "organisation management",
    "1285": "organisation representative",
    "1286": "organisational alignment and interdependency analysis",
    "1287": "organisational analysis",
    "1288": "organisational analysis management",
    "1289": "organisational change management",
    "1290": "organisational culture development",
    "1291": "organisational design",
    "1292": "organisational diagnosis",
    "1293": "organisational event management",
    "1294": "organisational impact analysis",
    "1295": "organisational performance management",
    "1296": "organisational planning and target setting",
    "1297": "organisational relationship building",
    "1298": "organisational resource management",
    "1299": "organisational risk management",
    "1300": "organisational strategising",
    "1301": "organisational strategy and policy realisation",
    "1302": "organisational strategy development",
    "1303": "organisational strategy formulation",
    "1304": "organisational vision, mission and values formulation",
    "1305": "outage planning",
    "1306": "overhead catenary system maintenance",
    "1307": "packaging testing",
    "1308": "packaging validation",
    "1309": "paid search engine marketing (sem)",
    "1310": "para-counselling",
    "1311": "parametric testing",
    "1312": "partnership development and management",
    "1313": "partnership management",
    "1314": "passenger information systems management",
    "1315": "passenger movement management",
    "1316": "passenger train operations",
    "1317": "pastry preparation",
    "1318": "patent claims and application drafting",
    "1319": "patent office action and infringements",
    "1320": "patent practice",
    "1321": "patient care delivery in nursing",
    "1322": "patient education and engagement",
    "1323": "patient education in genetics",
    "1324": "patient education on use of prescribed drugs",
    "1325": "patient empowerment on self-care",
    "1326": "pattern recognition systems",
    "1327": "people and performance management",
    "1328": "people and relationship management",
    "1329": "people capability development",
    "1330": "people change management",
    "1331": "people development",
    "1332": "people management",
    "1333": "people performance management",
    "1334": "performance management",
    "1335": "performance management for nursing",
    "1336": "performing arts production operations",
    "1337": "permit management",
    "1338": "personal effectiveness",
    "1339": "personal finance advisory",
    "1340": "personal performance management",
    "1341": "personal survival techniques",
    "1342": "personnel and equipment operational readiness",
    "1343": "pest behavioural management",
    "1344": "pest control detection and monitoring application",
    "1345": "pest control site assessment and analysis",
    "1346": "pest disposal management",
    "1347": "pesticide application",
    "1348": "pharmaceutical and nutritional product introduction",
    "1349": "pharmaceutical equipment maintenance",
    "1350": "pharmacovigilance integration",
    "1351": "pharmacy information technology management",
    "1352": "pharmacy-only (p) medication sales",
    "1353": "philanthropy advisory",
    "1354": "photographic images manipulation",
    "1355": "physics concepts application",
    "1356": "pilotage emergencies",
    "1357": "pilotage planning",
    "1358": "pipeline damage prevention management",
    "1359": "pipeline drawing",
    "1360": "piston aeroplane aerodynamics, structures and systems principles application",
    "1361": "piston engine principles application",
    "1362": "placemaking and programming of open spaces",
    "1363": "placemaking and programming of spaces",
    "1364": "plant economic modelling",
    "1365": "plant equipment diagram review",
    "1366": "plant health management and disease control",
    "1367": "plant identification",
    "1368": "plant propagation and production",
    "1369": "plant pruning",
    "1370": "plant selection for landscape development",
    "1371": "plant turnaround management",
    "1372": "plants and materials procurement for landscape projects",
    "1373": "plastic injection moulding",
    "1374": "plastic recycling process",
    "1375": "platform screen door maintenance",
    "1376": "plumbing, sanitary, drainage and gas systems design",
    "1377": "pneumatic systems management",
    "1378": "point-of-purchase marketing",
    "1379": "policy implementation and revision",
    "1380": "polymeric additive manufacturing",
    "1381": "polymeric material characterisation",
    "1382": "port call planning",
    "1383": "port equipment maintenance",
    "1384": "portfolio and investment risk management",
    "1385": "portfolio management",
    "1386": "post trade monitoring and risk and capital management",
    "1387": "post-deal integration management",
    "1388": "post-landing operations",
    "1389": "power generation process control and monitoring",
    "1390": "power generation system design",
    "1391": "power plant incident investigation management",
    "1392": "power plant inspection management",
    "1393": "power plant operations management",
    "1394": "power quality management",
    "1395": "practice evaluation",
    "1396": "practice supervision",
    "1397": "practitioner inquiry",
    "1398": "pre-flight preparation",
    "1399": "precision measurement",
    "1400": "predictive maintenance",
    "1401": "press conferences management",
    "1402": "preventive maintenance",
    "1403": "preventive maintenance management",
    "1404": "price stabilisation",
    "1405": "price verification and profit analysis",
    "1406": "pricing for cargo services and operations",
    "1407": "pricing for transportation services and operations",
    "1408": "pricing for warehouse services and operations",
    "1409": "pricing strategy",
    "1410": "print management",
    "1411": "print production trends and techniques",
    "1412": "problem identification",
    "1413": "problem management",
    "1414": "problem solving",
    "1415": "process analyser maintenance management",
    "1416": "process analytical technology implementation",
    "1417": "process control",
    "1418": "process development management",
    "1419": "process engineering design",
    "1420": "process equipment preparation for mechanical work",
    "1421": "process improvement",
    "1422": "process improvement and optimisation",
    "1423": "process integration",
    "1424": "process modelling",
    "1425": "process monitoring",
    "1426": "process operations troubleshooting",
    "1427": "process optimisation",
    "1428": "process plant and equipment integrity management",
    "1429": "process quality management",
    "1430": "process safety management framework development and implementation",
    "1431": "process unit and utilities operations management",
    "1432": "process validation",
    "1433": "procurement",
    "1434": "procurement coordination and policy development",
    "1435": "procurement for production operations",
    "1436": "procurement management",
    "1437": "procurement performance monitoring",
    "1438": "product advisory",
    "1439": "product and machine assembly",
    "1440": "product and pricing analysis",
    "1441": "product and pricing strategy development",
    "1442": "product and production engineering",
    "1443": "product costing and pricing",
    "1444": "product demonstration",
    "1445": "product design and development",
    "1446": "product development",
    "1447": "product improvement",
    "1448": "product lifecycle management",
    "1449": "product management",
    "1450": "product marketing and branding",
    "1451": "product performance management",
    "1452": "product risk analytics",
    "1453": "product risk assessment",
    "1454": "product styling",
    "1455": "product testing",
    "1456": "product testing management",
    "1457": "product, content and experience performance management",
    "1458": "production bioprocess development",
    "1459": "production budget management",
    "1460": "production design",
    "1461": "production line set-up",
    "1462": "production of still and moving images",
    "1463": "production operations",
    "1464": "production optimisation",
    "1465": "production performance management",
    "1466": "production planning",
    "1467": "production planning and scheduling",
    "1468": "production quality management",
    "1469": "production resource management",
    "1470": "production shut-down and re-start",
    "1471": "production team and crew selection",
    "1472": "productivity and innovation strategy",
    "1473": "productivity improvement",
    "1474": "productivity optimisation for food and beverages operations",
    "1475": "products and services promotions",
    "1476": "professional advice and engagement",
    "1477": "professional and business ethics",
    "1478": "professional consultation",
    "1479": "professional scepticism and judgment",
    "1480": "professional standards",
    "1481": "professional, legal and ethical healthcare practice",
    "1482": "programme delivery",
    "1483": "programme design",
    "1484": "programme evaluation",
    "1485": "programme management",
    "1486": "programme planning",
    "1487": "programming and coding",
    "1488": "project administration",
    "1489": "project after action review",
    "1490": "project coordination",
    "1491": "project cost",
    "1492": "project execution and control",
    "1493": "project feasibility",
    "1494": "project feasibility assessment",
    "1495": "project integration",
    "1496": "project management",
    "1497": "project plan",
    "1498": "project quality",
    "1499": "project quality management",
    "1500": "project resources",
    "1501": "project risk",
    "1502": "project risk management",
    "1503": "project scope",
    "1504": "project timeline",
    "1505": "prop design",
    "1506": "propeller principles application",
    "1507": "property and infrastructural planning",
    "1508": "property operations management",
    "1509": "proposal management",
    "1510": "proposal writing",
    "1511": "proposal writing development",
    "1512": "props management",
    "1513": "propulsion principles application",
    "1514": "propulsion system design",
    "1515": "propulsion, plant and machinery",
    "1516": "psychological assessment",
    "1517": "psychological formulation",
    "1518": "psychological intervention",
    "1519": "public areas housekeeping operations management",
    "1520": "public hygiene maintenance",
    "1521": "public relations campaign management",
    "1522": "public relations management",
    "1523": "public-private-individual partnership collaboration",
    "1524": "pump and piping design",
    "1525": "pyrolysis process for plastic waste recycling",
    "1526": "qualitative analysis",
    "1527": "qualitative research",
    "1528": "quality and audit management",
    "1529": "quality assurance",
    "1530": "quality assurance and audit",
    "1531": "quality assurance management",
    "1532": "quality control and assurance",
    "1533": "quality control management",
    "1534": "quality engineering",
    "1535": "quality engineering integration",
    "1536": "quality improvement and safe practices",
    "1537": "quality process control",
    "1538": "quality standards",
    "1539": "quality system management",
    "1540": "quality systems",
    "1541": "quality systems management",
    "1542": "quantitative research",
    "1543": "radio frequency engineering",
    "1544": "radio system maintenance",
    "1545": "radioactive materials and irradiating apparatus management",
    "1546": "rail emergency response management",
    "1547": "rail grinding vehicle maintenance",
    "1548": "rail incident management",
    "1549": "rail operations control management",
    "1550": "rail operations enhancement management",
    "1551": "rail regulatory compliance",
    "1552": "rail track inspection",
    "1553": "rail track maintenance",
    "1554": "raw materials and utilities testing",
    "1555": "recipe formulation",
    "1556": "recruitment channel management",
    "1557": "reflective practice",
    "1558": "reflective practice for educators",
    "1559": "reflexive practice",
    "1560": "registered design application",
    "1561": "regulatory and legal advisory",
    "1562": "regulatory compliance",
    "1563": "regulatory risk assessment",
    "1564": "regulatory strategy",
    "1565": "regulatory submission and clearance",
    "1566": "rehearsal management",
    "1567": "relay and protection systems development",
    "1568": "reliability centred maintenance",
    "1569": "reliability engineering management",
    "1570": "report writing",
    "1571": "research",
    "1572": "research and development",
    "1573": "research and information synthesis",
    "1574": "research data analysis",
    "1575": "research data collection and management",
    "1576": "research design",
    "1577": "research findings communication",
    "1578": "research into professional practice translation",
    "1579": "research proposal development",
    "1580": "research translation",
    "1581": "resilience and self-care",
    "1582": "resource management",
    "1583": "respiratory care in nursing",
    "1584": "responsive caregiving approaches",
    "1585": "restructuring insolvency advisory",
    "1586": "retail administration",
    "1587": "retail logistics administration",
    "1588": "retail space utilisation",
    "1589": "retailing and the economy",
    "1590": "retirement and re-employment management",
    "1591": "revenue optimisation",
    "1592": "rigging and signalling",
    "1593": "rigging equipment maintenance",
    "1594": "rigging for animation",
    "1595": "rigging operations",
    "1596": "riser and service pipe inspection",
    "1597": "risk advisory",
    "1598": "risk analytics",
    "1599": "risk and compliance management",
    "1600": "risk and compliance reporting",
    "1601": "risk and crisis management",
    "1602": "risk appetite and goals setting",
    "1603": "risk assessment",
    "1604": "risk assessment for production",
    "1605": "risk compliance and governance",
    "1606": "risk control and response planning",
    "1607": "risk management",
    "1608": "risk management and administration",
    "1609": "robotic and automation system maintenance",
    "1610": "robotic and automation technology application",
    "1611": "robotics and automation application",
    "1612": "rolling stock air-conditioning and ventilation systems maintenance",
    "1613": "rolling stock auxiliary systems maintenance",
    "1614": "rolling stock bogie maintenance",
    "1615": "rolling stock brake systems maintenance",
    "1616": "rolling stock car body maintenance",
    "1617": "rolling stock on-board control and communication systems maintenance",
    "1618": "rolling stock power systems maintenance",
    "1619": "rolling stock propulsion systems maintenance",
    "1620": "room distribution channel management",
    "1621": "room housekeeping operations management",
    "1622": "room reservation operations management",
    "1623": "room revenue management",
    "1624": "route forecasting and development",
    "1625": "rules-based copy editing",
    "1626": "runway safety",
    "1627": "safe system of work development and implementation",
    "1628": "safety integrity levels management",
    "1629": "safety system design",
    "1630": "sales and business development",
    "1631": "sales channel management",
    "1632": "sales closure",
    "1633": "sales delivery",
    "1634": "sales management",
    "1635": "sales strategy",
    "1636": "sales strategy development",
    "1637": "sales target management",
    "1638": "sales trends and opportunities analysis",
    "1639": "sample management",
    "1640": "scaffolding",
    "1641": "scenario and strategic planning",
    "1642": "scenario planning and analysis",
    "1643": "scheduling and slot coordination",
    "1644": "scientific writing and communication",
    "1645": "scriptwriting",
    "1646": "seafood storage and fabrication",
    "1647": "sealants process",
    "1648": "search and rescue operations",
    "1649": "search engine optimisation (seo)",
    "1650": "security administration",
    "1651": "security architecture",
    "1652": "security assessment and testing",
    "1653": "security education and awareness",
    "1654": "security escort",
    "1655": "security event management",
    "1656": "security governance",
    "1657": "security management",
    "1658": "security operation compliance",
    "1659": "security programme management",
    "1660": "security risk analysis",
    "1661": "security screening management",
    "1662": "security strategy",
    "1663": "security surveillance management",
    "1664": "security threat research",
    "1665": "selection management",
    "1666": "self-defence",
    "1667": "self-learning systems",
    "1668": "sense making",
    "1669": "sentiment analysis",
    "1670": "service brand",
    "1671": "service branding and coaching",
    "1672": "service challenges",
    "1673": "service coaching",
    "1674": "service excellence",
    "1675": "service information and results",
    "1676": "service innovation",
    "1677": "service innovation culture",
    "1678": "service innovation management",
    "1679": "service leadership",
    "1680": "service level agreement management",
    "1681": "service level management",
    "1682": "service partnerships",
    "1683": "service planning and implementation",
    "1684": "service quality management",
    "1685": "set construction",
    "1686": "set design",
    "1687": "sheet metal structures maintenance",
    "1688": "ship compliance management",
    "1689": "ship cyber security",
    "1690": "ship energy efficiency",
    "1691": "ship financing",
    "1692": "ship maintenance and repair (dock)",
    "1693": "ship medical care",
    "1694": "ship mooring, anchoring and securing operations",
    "1695": "ship operations",
    "1696": "ship propulsion inspections",
    "1697": "ship repair management",
    "1698": "ship safety management systems audit",
    "1699": "ship sale and purchase",
    "1700": "ship seaworthiness and pollution prevention",
    "1701": "ship security",
    "1702": "ship valuation",
    "1703": "shipment load planning and palletisation / consolidation",
    "1704": "shipping network operations management",
    "1705": "shipping trade management",
    "1706": "shopper marketing campaign management",
    "1707": "signal interlocking systems maintenance",
    "1708": "signalling auxiliary devices and equipment maintenance",
    "1709": "single stack medium forklift operations",
    "1710": "site and factory acceptance testing management",
    "1711": "site assessment and analysis",
    "1712": "situation management with families and community",
    "1713": "skills framework adoption",
    "1714": "skin exposure risk management",
    "1715": "skyrise greenery design and implementation",
    "1716": "skyrise greenery maintenance",
    "1717": "smart facilities management",
    "1718": "smart farming technology implementation",
    "1719": "social media content creation and management",
    "1720": "social media management",
    "1721": "social media marketing",
    "1722": "social policy development",
    "1723": "social policy evaluation",
    "1724": "social policy formulation",
    "1725": "social policy implementation",
    "1726": "social sector policy influence",
    "1727": "social service (early intervention) programme development and implementation",
    "1728": "social service programme development",
    "1729": "social service programme evaluation",
    "1730": "social service programme implementation",
    "1731": "software configuration",
    "1732": "software design",
    "1733": "software testing",
    "1734": "soil and media assessment and remediation",
    "1735": "solar photovoltaic energy assessment",
    "1736": "solar photovoltaic project financing and risk analysis",
    "1737": "solar photovoltaic systems designs",
    "1738": "solution architecture",
    "1739": "solution design thinking",
    "1740": "solutioning",
    "1741": "solutions design thinking",
    "1742": "sound design and creation",
    "1743": "sound editing",
    "1744": "sound mixing",
    "1745": "sound recording operations",
    "1746": "special situations in prehospital setting",
    "1747": "specialty cuisine preparation and cooking",
    "1748": "sponsorship management",
    "1749": "stabilised camera operations",
    "1750": "staff communication and engagement",
    "1751": "staff continuous learning",
    "1752": "staff development management",
    "1753": "staff management",
    "1754": "staff performance management",
    "1755": "staff training facilitation",
    "1756": "staff training management",
    "1757": "stakeholder engagement and management",
    "1758": "stakeholder management",
    "1759": "standard operating procedure development and implementation",
    "1760": "standard operating procedures development",
    "1761": "station air-conditioning systems maintenance",
    "1762": "steam and water quality control management",
    "1763": "steering and helmsmanship",
    "1764": "sterile manufacturing of pharmaceutical products",
    "1765": "store facilities and housekeeping",
    "1766": "store security policy",
    "1767": "storyboarding",
    "1768": "stowage load planning",
    "1769": "strategic human resource management",
    "1770": "strategic service excellence",
    "1771": "strategic service excellence management",
    "1772": "strategic workforce planning",
    "1773": "strategy development",
    "1774": "strategy development and implementation management",
    "1775": "strategy execution",
    "1776": "strategy implementation",
    "1777": "strategy management",
    "1778": "strategy planning",
    "1779": "structural and arrangement drawing",
    "1780": "structural testing",
    "1781": "studio graphics operations",
    "1782": "studio technical production",
    "1783": "substation design development",
    "1784": "succession planning",
    "1785": "supervisory control and data acquisition maintenance management",
    "1786": "supervisory control and data acquisition system maintenance",
    "1787": "supplier management and capability development",
    "1788": "supplier performance",
    "1789": "supplier sourcing",
    "1790": "supply chain management",
    "1791": "supply chain operational costing",
    "1792": "supply chain solutioning",
    "1793": "supply chain solutioning / modelling / planning / strategising",
    "1794": "support service to children and youths",
    "1795": "support service to persons with disabilities",
    "1796": "support service to seniors",
    "1797": "surface enhancement",
    "1798": "surface preparation and protection",
    "1799": "surface preparation and protection for aerospace manufacturing",
    "1800": "surfacing and texturing",
    "1801": "survival craft and rescue boats",
    "1802": "sustainability assurance",
    "1803": "sustainability management",
    "1804": "sustainability reporting",
    "1805": "sustainability risk management",
    "1806": "sustainable engineering",
    "1807": "sustainable food production design",
    "1808": "sustainable landscape design",
    "1809": "sustainable manufacturing",
    "1810": "sustainable material research",
    "1811": "switchboard operations management",
    "1812": "symptoms and conditions management",
    "1813": "system and work process improvement",
    "1814": "system architecture design",
    "1815": "system configuration management",
    "1816": "system integration",
    "1817": "systems design",
    "1818": "systems engineering thinking",
    "1819": "systems integration",
    "1820": "systems thinking",
    "1821": "systems thinking application",
    "1822": "talent capability assessment",
    "1823": "talent casting",
    "1824": "talent management",
    "1825": "tank storage inventory management",
    "1826": "tax advisory",
    "1827": "tax compliance",
    "1828": "tax computation",
    "1829": "tax controversy management",
    "1830": "tax implications",
    "1831": "tax risk management",
    "1832": "taxation laws",
    "1833": "team effectiveness management",
    "1834": "team management",
    "1835": "technical analysis",
    "1836": "technical drawing",
    "1837": "technical inspection",
    "1838": "technical presentation",
    "1839": "technical presentations",
    "1840": "technical report writing",
    "1841": "technical sales support",
    "1842": "technical service process management",
    "1843": "technical services management",
    "1844": "technical sound design",
    "1845": "technical sound editing and mixing",
    "1846": "technical writing",
    "1847": "technology adoption and innovation",
    "1848": "technology and systems application",
    "1849": "technology application",
    "1850": "technology application and implementation",
    "1851": "technology application in counselling",
    "1852": "technology assessment",
    "1853": "technology incubation",
    "1854": "technology infrastructure management and integration",
    "1855": "technology integration",
    "1856": "technology road mapping",
    "1857": "technology scanning",
    "1858": "technology strategy design",
    "1859": "technology strategy formulation",
    "1860": "technology transfer",
    "1861": "technology-enabled learning delivery",
    "1862": "terminal operations management",
    "1863": "test planning",
    "1864": "text analytics and processing",
    "1865": "therapeutic equipment prescription in physiotherapy",
    "1866": "therapeutic equipment prescription in speech therapy",
    "1867": "therapy discharge planning",
    "1868": "therapy intervention evaluation",
    "1869": "therapy intervention implementation",
    "1870": "thermal stressors management",
    "1871": "third party management",
    "1872": "third rail maintenance",
    "1873": "threat analysis and defence",
    "1874": "threat and vulnerability management",
    "1875": "threat intelligence and detection",
    "1876": "threat observation",
    "1877": "time sensitive cargo delivery management",
    "1878": "time-sensitive cargo delivery management",
    "1879": "tools development",
    "1880": "total rewards philosophy development",
    "1881": "tour and travel coordination, ticketing and reservations management",
    "1882": "tour and travel services product and experience development and delivery",
    "1883": "tour guide operations",
    "1884": "tour leading operations",
    "1885": "tourism and economic development",
    "1886": "tourism promotion",
    "1887": "town gas production management",
    "1888": "track access management",
    "1889": "track tamping vehicle maintenance",
    "1890": "trackside automatic train control equipment maintenance",
    "1891": "traction power system maintenance",
    "1892": "trade association advocacy and representation",
    "1893": "trade finance management",
    "1894": "trade mark application",
    "1895": "trade processing, fund settlement and treasury transaction processing",
    "1896": "trading analysis",
    "1897": "trading management",
    "1898": "trading pool management",
    "1899": "trading reporting and assessment",
    "1900": "train depot control management",
    "1901": "train fare and ticket management",
    "1902": "train station operations management",
    "1903": "train supervisory system maintenance",
    "1904": "trainborne automatic train control equipment maintenance",
    "1905": "trainer and assessor development management",
    "1906": "training, coaching and assessment management",
    "1907": "transaction documentation for prospectus development",
    "1908": "transaction due diligence",
    "1909": "transactional accounting",
    "1910": "transdisciplinary thinking",
    "1911": "transfer pricing",
    "1912": "transformer maintenance",
    "1913": "transmission and distribution facilities maintenance management",
    "1914": "transport management system administration",
    "1915": "transport route and schedule planning",
    "1916": "transportation and handover of patient",
    "1917": "transportation equipment handling",
    "1918": "transportation hub / control centre administration",
    "1919": "transportation route and schedule planning",
    "1920": "trauma assessment and management",
    "1921": "travel information system maintenance",
    "1922": "treasury management",
    "1923": "treatment implementation in oral health therapy",
    "1924": "tree assessments",
    "1925": "tree climbing and aerial rescues",
    "1926": "tree conservation and protection",
    "1927": "tree health management",
    "1928": "tree pruning",
    "1929": "tree removal",
    "1930": "tree transplantation",
    "1931": "trend forecasting",
    "1932": "trends evaluation and application",
    "1933": "trunk and feeder expansion management",
    "1934": "trust structuring",
    "1935": "tug operations",
    "1936": "turbine aeroplane aerodynamics, structures and systems principles application",
    "1937": "turf maintenance",
    "1938": "typeface and layout production",
    "1939": "underwater camera operations",
    "1940": "underwriting process",
    "1941": "underwriting profitability and efficiency management",
    "1942": "uninterruptible power supply system maintenance",
    "1943": "unit load devices operations",
    "1944": "urban farming implementation and management",
    "1945": "user experience design",
    "1946": "user interface and user experience (ui/ux) optimisation",
    "1947": "user interface design",
    "1948": "user testing and usability testing",
    "1949": "utilities management",
    "1950": "valuation",
    "1951": "valuation approaches and methodologies",
    "1952": "valuation conclusion and reporting",
    "1953": "valuation of different classes of interest",
    "1954": "valuation research and analysis",
    "1955": "value analysis",
    "1956": "value engineering",
    "1957": "vegetation planting",
    "1958": "vehicle camera operations",
    "1959": "vendor management",
    "1960": "ventilation system maintenance",
    "1961": "vertical programme management",
    "1962": "vertical surface maintenance",
    "1963": "vessel cost management",
    "1964": "video editing",
    "1965": "video surveillance system maintenance",
    "1966": "virtual reality application",
    "1967": "vision leadership",
    "1968": "vision mixing",
    "1969": "visioning and strategic planning",
    "1970": "visual collaterals production",
    "1971": "visual communication",
    "1972": "visual design and communication principles",
    "1973": "visual merchandising presentation",
    "1974": "visual style development",
    "1975": "visual testing",
    "1976": "voluntary exit management",
    "1977": "volunteer management",
    "1978": "volunteer programme evaluation",
    "1979": "volunteer programme management",
    "1980": "volunteer recruitment",
    "1981": "volunteer retention and engagement",
    "1982": "wagon maintenance",
    "1983": "warehouse administration",
    "1984": "warehouse automation application",
    "1985": "warehouse facility management",
    "1986": "warehouse facility security control",
    "1987": "warehouse inventory control and audit",
    "1988": "warehouse layout design",
    "1989": "warehouse maintenance and housekeeping",
    "1990": "warehouse management system administration",
    "1991": "warehouse performance measurement",
    "1992": "warehouse space utilisation",
    "1993": "warehousing / cargo-related occupational health and safety management",
    "1994": "washroom maintenance",
    "1995": "waste collection management",
    "1996": "waste disposal management",
    "1997": "waste material loading and unloading administration",
    "1998": "waste recycling and recovery management",
    "1999": "waste sorting management",
    "2000": "waste treatment management",
    "2001": "water features management",
    "2002": "water sensitive urban design",
    "2003": "wealth planning administration",
    "2004": "website design",
    "2005": "website performance management",
    "2006": "welding",
    "2007": "welding process",
    "2008": "western cold dish preparation",
    "2009": "western dry-heat dish preparation and cooking",
    "2010": "western moist-heat dish preparation and cooking",
    "2011": "wholesale transaction management",
    "2012": "wildlife hazard management",
    "2013": "wine service",
    "2014": "work at heights",
    "2015": "work-life harmony",
    "2016": "workflow digitalisation",
    "2017": "workflow management",
    "2018": "workforce diversity and harmony",
    "2019": "workforce diversity and inclusion",
    "2020": "workforce planning",
    "2021": "workplace and facilities safety management",
    "2022": "workplace communications",
    "2023": "workplace first-aid",
    "2024": "workplace health management",
    "2025": "workplace learning delivery",
    "2026": "workplace optimisation",
    "2027": "workplace performance diagnosis",
    "2028": "workplace safety and health",
    "2029": "workplace safety and health audit programme management",
    "2030": "workplace safety and health audit system management",
    "2031": "workplace safety and health business case development",
    "2032": "workplace safety and health control measures",
    "2033": "workplace safety and health culture development",
    "2034": "workplace safety and health culture management",
    "2035": "workplace safety and health for confined spaces",
    "2036": "workplace safety and health for crane operations",
    "2037": "workplace safety and health for electrical safety",
    "2038": "workplace safety and health for fire prevention and fire fighting",
    "2039": "workplace safety and health for food and beverage operations",
    "2040": "workplace safety and health for incident and accident investigation",
    "2041": "workplace safety and health framework development and implementation",
    "2042": "workplace safety and health hazard identification and risk control management",
    "2043": "workplace safety and health incident management",
    "2044": "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
    "2045": "workplace safety and health management in construction industry",
    "2046": "workplace safety and health management in manufacturing industry",
    "2047": "workplace safety and health management in marine industry",
    "2048": "workplace safety and health management in service industry",
    "2049": "workplace safety and health performance management",
    "2050": "workplace safety and health policy development",
    "2051": "workplace safety and health practice",
    "2052": "workplace safety and health practices implementation",
    "2053": "workplace safety and health supervision in tunnelling construction",
    "2054": "workplace safety and health system management",
    "2055": "workplace traffic safety management",
    "2056": "workplace violence",
    "2057": "workshop practices application",
    "2058": "wound management in nursing",
    "2059": "writing of advertising copy for broadcast and interactive media",
    "2060": "writing of advertising copy for print media",
    "2061": "yield analysis",
    "2062": "youth development",
    "2063": "youth outreach"
  },
  "role_to_skills": {
    "1st assistant cameraman / focus puller (specialty camera operation)": [
      "procurement for production operations",
      "360 degree camera operations",
      "aerial camera operations",
      "camera operations",
      "cranes, remote heads and jibs operations",
      "high speed camera operations",
      "holographic camera operations",
      "multi-camera operations",
      "stabilised camera operations",
      "underwater camera operations",
      "vehicle camera operations"
    ],
    "2d artist (concept art / background art / character art, storyboarding)": [
      "research",
      "2d animation",
      "concept art creation",
      "concept creation",
      "storyboarding"
    ],
    "2nd / 3rd / 4th officer": [
      "cyber security",
      "cargo handling and stowage",
      "fire prevention and fire-fighting",
      "navigation and position determination",
      "navigation watch",
      "personal survival techniques",
      "search and rescue operations",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "2nd assistant cameraman / clapper / loader (data wrangling)": [
      "camera operations",
      "data wrangling"
    ],
    "3d artist (modelling / rigging / texturing, digital lighting, digital compositing)": [
      "3d modelling",
      "research",
      "colour grading",
      "compositing visuals",
      "concept creation",
      "digital lighting",
      "rigging for animation",
      "surfacing and texturing"
    ],
    "3rd / 4th / 5th engineer": [
      "cyber security",
      "electrical, electronic and control engineering",
      "fire prevention and fire-fighting",
      "maintenance and repair",
      "personal survival techniques",
      "propulsion, plant and machinery",
      "ship medical care",
      "ship seaworthiness and pollution prevention",
      "ship security",
      "survival craft and rescue boats"
    ],
    "account operations analyst": [
      "business planning",
      "technology application",
      "data governance",
      "quality assurance",
      "business requirements mapping",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "standard operating procedures development",
      "collateral management",
      "customer acceptance checking and onboarding",
      "financial statements review"
    ],
    "account operations manager": [
      "budgeting",
      "business planning",
      "continuous improvement management",
      "risk management",
      "technology application",
      "data governance",
      "quality assurance",
      "business requirements mapping",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "standard operating procedures development",
      "collateral management",
      "customer acceptance checking and onboarding",
      "financial statements review",
      "people performance management"
    ],
    "accountant / senior accounts executive": [
      "stakeholder management",
      "project management",
      "financial management",
      "business planning",
      "data analytics",
      "conflict management",
      "capital expenditure and investment evaluation",
      "internal controls",
      "regulatory compliance",
      "audit compliance",
      "accounting standards",
      "financial reporting",
      "professional standards",
      "accounting and tax systems",
      "tax computation",
      "professional scepticism and judgment",
      "taxation laws",
      "transactional accounting",
      "tax implications",
      "financial reporting quality",
      "professional and business ethics",
      "group accounting and consolidation",
      "financial statements analysis",
      "financial closing",
      "finance business partnering",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "business innovation and improvement",
      "audit frameworks",
      "transfer pricing"
    ],
    "accounting executive": [
      "data analytics",
      "performance management",
      "conflict management",
      "risk management",
      "data governance",
      "financial analysis",
      "benchmarking",
      "internal controls",
      "corporate and business law",
      "cost management",
      "audit compliance",
      "macroeconomic analysis",
      "accounting and tax systems",
      "tax implications",
      "professional and business ethics",
      "finance business partnering",
      "management decision making",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "taxation laws"
    ],
    "accounts executive / accounts assistant": [
      "project management",
      "financial management",
      "data analytics",
      "internal controls",
      "financial transactions",
      "audit compliance",
      "financial reporting",
      "accounting standards",
      "professional scepticism and judgment",
      "transactional accounting",
      "taxation laws",
      "tax implications",
      "tax computation",
      "professional standards",
      "accounting and tax systems",
      "professional and business ethics",
      "group accounting and consolidation",
      "financial reporting quality",
      "financial closing",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "business innovation and improvement",
      "transfer pricing"
    ],
    "admission and ticketing crew": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "workplace safety and health performance management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "sales closure",
      "risk management and administration",
      "productivity improvement",
      "resource management",
      "financial planning and analysis",
      "technology scanning",
      "accident and incident response management",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions membership, admission and ticketing management",
      "tourism and economic development"
    ],
    "agency director / segment lead": [
      "stakeholder management",
      "learning and development",
      "business performance management",
      "customer acquisition management",
      "partnership management",
      "financial analysis",
      "market profiling",
      "account management",
      "cash flow reporting",
      "product advisory",
      "ethical culture",
      "channel management",
      "client investment suitability",
      "people performance management",
      "personal finance advisory"
    ],
    "agency manager / team lead": [
      "stakeholder management",
      "learning and development",
      "business performance management",
      "customer acquisition management",
      "customer experience management",
      "partnership management",
      "customer relationship management",
      "financial analysis",
      "market profiling",
      "account management",
      "cash flow reporting",
      "product advisory",
      "ethical culture",
      "client investment suitability",
      "people performance management",
      "personal finance advisory"
    ],
    "agriculture technician": [
      "financial management",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "workplace safety and health performance management",
      "robotic and automation technology application",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "risk management and administration",
      "active and smart packaging",
      "food safety and hygiene",
      "food safety analysis",
      "equipment maintenance and housekeeping",
      "environmental management system policies, standards, procedures and practices management",
      "food safety management",
      "agriculture techniques and cultivation programme management",
      "good agriculture practices implementation",
      "farm biosecurity compliance and management",
      "smart farming technology implementation",
      "urban farming implementation and management"
    ],
    "agriculturist": [
      "stakeholder management",
      "market research",
      "budgeting",
      "business continuity management",
      "financial management",
      "business opportunities development",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "robotic and automation technology application",
      "hazards and risk control, and policy management",
      "carbon footprint management",
      "continuous process improvement",
      "risk management and administration",
      "active and smart packaging",
      "food safety analysis",
      "food safety management",
      "food safety and hygiene",
      "equipment maintenance and housekeeping",
      "environmental management system policies, standards, procedures and practices management",
      "good agriculture practices implementation",
      "agriculture techniques and cultivation programme management",
      "farm biosecurity compliance and management",
      "smart farming technology implementation",
      "urban farming implementation and management"
    ],
    "aircraft maintenance engineer apprentice": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aerospace maintenance practices application",
      "aviation legislation compliance",
      "human factors application and error management",
      "mathematical concepts application",
      "physics concepts application",
      "workshop practices application"
    ],
    "airport emergency assistant manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "airport operations management",
      "inclement weather operations and planning",
      "hazard and risk control and policy management",
      "fire prevention and firefighting",
      "personnel and equipment operational readiness",
      "emergency response planning",
      "airside driving",
      "human factors management"
    ],
    "airport emergency manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "inclement weather operations and planning",
      "airport operations management",
      "hazard and risk control and policy management",
      "personnel and equipment operational readiness",
      "fire prevention and firefighting",
      "emergency response planning",
      "human factors management"
    ],
    "airport emergency officer": [
      "stakeholder management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "airport operations management",
      "airside driving",
      "emergency response planning",
      "fire prevention and firefighting",
      "hazard and risk control and policy management",
      "human factors management",
      "inclement weather operations and planning",
      "personnel and equipment operational readiness"
    ],
    "airport emergency officer (specialist)": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "fire prevention and firefighting",
      "airport operations management",
      "human factors management",
      "inclement weather operations and planning",
      "emergency response planning",
      "personnel and equipment operational readiness",
      "airside driving",
      "hazard and risk control and policy management"
    ],
    "airport operations centre manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "airport audit and compliance",
      "flight disruptions and irregular operations management",
      "financial planning and budget management",
      "passenger information systems management",
      "passenger movement management",
      "airport service quality management",
      "service branding and coaching",
      "airport safeguarding and security",
      "airport operations management",
      "airport collaborative decision making model application",
      "internet of things application"
    ],
    "airside duty manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "standard operating procedures development",
      "service innovation",
      "dangerous goods management",
      "runway safety",
      "human factors management",
      "internet of things application",
      "airport collaborative decision making model application",
      "hazard and risk control and policy management",
      "airside safety",
      "airside operations management",
      "airside driving",
      "airport operations management",
      "wildlife hazard management"
    ],
    "airside officer": [
      "stakeholder management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "standard operating procedures development",
      "dangerous goods management",
      "internet of things application",
      "runway safety",
      "human factors management",
      "airport collaborative decision making model application",
      "hazard and risk control and policy management",
      "airside safety",
      "airside operations management",
      "airside driving",
      "airport operations management",
      "wildlife hazard management"
    ],
    "analyst - analytics and customer insights": [
      "data analytics",
      "market research",
      "customer behaviour analysis",
      "data visualisation",
      "research",
      "concept creation"
    ],
    "animator": [
      "research",
      "3d animation",
      "compositing visuals",
      "concept creation"
    ],
    "application chemist": [
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "technical presentation",
      "technical services management",
      "technical report writing",
      "product testing management",
      "product design and development",
      "materials qualification",
      "continuing professional development management",
      "sample management",
      "strategic service excellence management",
      "laboratory operations management",
      "laboratory data reporting and analysis management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "applications support engineer": [
      "stakeholder management",
      "customer experience management",
      "process improvement and optimisation",
      "test planning",
      "applications integration",
      "software configuration",
      "software testing",
      "applications development",
      "applications support and enhancement",
      "configuration tracking",
      "cyber and data breach incident management",
      "problem management",
      "procurement",
      "service level management"
    ],
    "aquaculture technician": [
      "financial management",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "workplace safety and health performance management",
      "robotic and automation technology application",
      "continuous process improvement",
      "risk management and administration",
      "hazards and risk control, and policy management",
      "active and smart packaging",
      "food safety and hygiene",
      "food safety analysis",
      "equipment maintenance and housekeeping",
      "environmental management system policies, standards, procedures and practices management",
      "food safety management",
      "good agriculture practices implementation",
      "farm biosecurity compliance and management",
      "smart farming technology implementation",
      "urban farming implementation and management"
    ],
    "aquaculturist": [
      "stakeholder management",
      "market research",
      "business continuity management",
      "financial management",
      "budgeting",
      "business opportunities development",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "robotic and automation technology application",
      "hazards and risk control, and policy management",
      "carbon footprint management",
      "continuous process improvement",
      "risk management and administration",
      "active and smart packaging",
      "food safety and hygiene",
      "food safety management",
      "food safety analysis",
      "equipment maintenance and housekeeping",
      "environmental management system policies, standards, procedures and practices management",
      "good agriculture practices implementation",
      "farm biosecurity compliance and management",
      "smart farming technology implementation",
      "urban farming implementation and management"
    ],
    "arboriculture supervisor / arboriculture team leader": [
      "stakeholder management",
      "project management",
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "site assessment and analysis",
      "work at heights",
      "landscape irrigation management",
      "landscape tools, equipment and machinery management",
      "plant identification",
      "plant selection for landscape development",
      "chainsaw operations",
      "horticultural chemical usage",
      "soil and media assessment and remediation",
      "environment management in landscape operations",
      "tree climbing and aerial rescues",
      "tree health management",
      "tree pruning",
      "tree removal",
      "tree transplantation",
      "automation of landscape operations"
    ],
    "arboriculture technician": [
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "work at heights",
      "automation of landscape operations",
      "chainsaw operations",
      "environment management in landscape operations",
      "horticultural chemical usage",
      "landscape irrigation management",
      "landscape tools, equipment and machinery management",
      "plant identification",
      "soil and media assessment and remediation",
      "tree climbing and aerial rescues",
      "tree health management",
      "tree pruning",
      "tree removal",
      "tree transplantation"
    ],
    "arborist / arboricultural consultant": [
      "stakeholder management",
      "innovation management",
      "project management",
      "vendor management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "workplace safety and health policy development",
      "business development",
      "incident and accident investigation",
      "site assessment and analysis",
      "hazards and risk control, and policy management",
      "contract preparation, evaluation, negotiation and tendering",
      "tree conservation and protection",
      "tree assessments",
      "work at heights",
      "landscape irrigation management",
      "tree transplantation",
      "tree removal",
      "automation of landscape operations",
      "data analysis and interpretation",
      "horticultural chemical usage",
      "tree climbing and aerial rescues",
      "plant selection for landscape development",
      "tree health management",
      "tree pruning",
      "soil and media assessment and remediation",
      "landscape tools, equipment and machinery management",
      "environment management in landscape operations",
      "workflow digitalisation",
      "plant identification"
    ],
    "architect": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "technology application",
      "project feasibility assessment",
      "design thinking practice",
      "people management",
      "3d modelling",
      "material studies and production processes",
      "procurement coordination and policy development",
      "technical presentation",
      "technical drawing",
      "design sketching",
      "design standards and specification",
      "building information modelling application",
      "architecture design",
      "solar photovoltaic systems designs",
      "site assessment and analysis",
      "project risk management",
      "augmented reality application",
      "critical thinking",
      "aesthetic and design sensibility",
      "design for safety",
      "data collection and analysis",
      "dispute resolution",
      "cultural, heritage and socio-economic sensitivity for design",
      "construction technology",
      "placemaking and programming of spaces",
      "integrated digital delivery application",
      "green building strategy implementation",
      "facade design",
      "regulatory submission and clearance",
      "contract administration and management",
      "design for manufacturing and assembly",
      "design for maintainability"
    ],
    "architectural assistant": [
      "stakeholder management",
      "continuous improvement management",
      "project feasibility assessment",
      "3d modelling",
      "design thinking practice",
      "technical drawing",
      "building information modelling application",
      "procurement coordination and policy development",
      "critical thinking",
      "augmented reality application",
      "design for safety",
      "aesthetic and design sensibility",
      "natural ventilation design",
      "regulatory submission and clearance",
      "placemaking and programming of spaces",
      "construction technology",
      "lighting design optimisation",
      "computational design",
      "facade design",
      "ethical climate",
      "design for manufacturing and assembly",
      "design for maintainability",
      "integrated digital delivery application"
    ],
    "architectural associate": [
      "stakeholder management",
      "continuous improvement management",
      "project feasibility assessment",
      "3d modelling",
      "design thinking practice",
      "design sketching",
      "procurement coordination and policy development",
      "material studies and production processes",
      "design standards and specification",
      "building information modelling application",
      "technical drawing",
      "data collection and analysis",
      "aesthetic and design sensibility",
      "critical thinking",
      "augmented reality application",
      "architecture design",
      "design for maintainability",
      "design for manufacturing and assembly",
      "facade design",
      "green building strategy implementation",
      "integrated digital delivery application",
      "construction technology",
      "placemaking and programming of spaces",
      "regulatory submission and clearance"
    ],
    "architectural executive": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "technology application",
      "project feasibility assessment",
      "design thinking practice",
      "3d modelling",
      "building information modelling application",
      "technical presentation",
      "technical drawing",
      "procurement coordination and policy development",
      "design for safety",
      "augmented reality application",
      "solar photovoltaic systems designs",
      "aesthetic and design sensibility",
      "project risk management",
      "critical thinking",
      "construction technology",
      "regulatory submission and clearance",
      "biophilic design in built environment",
      "placemaking and programming of spaces",
      "natural ventilation design",
      "lighting design optimisation",
      "integrated digital delivery application",
      "ethical climate",
      "computational design",
      "design for manufacturing and assembly",
      "design for maintainability",
      "facade design"
    ],
    "area manager / district manager": [
      "stakeholder management",
      "business negotiation",
      "business continuity management",
      "business opportunities development",
      "crisis management",
      "service excellence",
      "data analytics",
      "business continuity planning",
      "conflict management",
      "corporate governance",
      "business performance management",
      "knowledge management",
      "customer experience management",
      "business environment analysis",
      "sales target management",
      "financial analysis",
      "organisational analysis",
      "workplace safety and health",
      "systems thinking application",
      "intellectual property management",
      "business risk assessment",
      "service challenges",
      "people and relationship management",
      "inventory control",
      "staff training facilitation",
      "vision leadership",
      "business relationship building",
      "productivity improvement",
      "service planning and implementation",
      "customer relationship management operations",
      "policy implementation and revision",
      "people development",
      "infographics and data visualisation",
      "organisational relationship building",
      "service leadership",
      "organisational planning and target setting",
      "service information and results",
      "service innovation",
      "store security policy",
      "service innovation culture",
      "workforce diversity and harmony",
      "store facilities and housekeeping",
      "service brand",
      "property and infrastructural planning",
      "workplace communications",
      "retailing and the economy",
      "service partnerships",
      "adapt to change",
      "products and services promotions",
      "franchise management",
      "business operational planning",
      "compliance with legal regulations",
      "customer experience innovation",
      "customer loyalty",
      "data-mining and modelling",
      "drive productivity and innovation",
      "financial budget planning and management",
      "food and beverage safety and hygiene",
      "functional analysis",
      "process improvement",
      "idea generation and selection",
      "interviewing",
      "manage change",
      "order fulfilment and returns processing",
      "organisational alignment and interdependency analysis",
      "organisational strategy formulation",
      "personal effectiveness",
      "problem identification",
      "organisation evaluation for business excellence"
    ],
    "art department assistant / set dresser": [
      "set construction",
      "workplace safety and health",
      "production design",
      "prop design",
      "set design",
      "production operations"
    ],
    "art director": [
      "workplace safety and health",
      "procurement for production operations",
      "production budget management",
      "production design",
      "prop design",
      "set construction",
      "set design",
      "visual style development",
      "production operations"
    ],
    "artificial intelligence / machine learning engineer": [
      "stakeholder management",
      "project management",
      "emerging technology synthesis",
      "data governance",
      "test planning",
      "business needs analysis",
      "database administration",
      "system integration",
      "data engineering",
      "data design",
      "data strategy",
      "cloud computing",
      "intelligent reasoning",
      "pattern recognition systems",
      "configuration tracking",
      "security architecture",
      "self-learning systems",
      "computer vision technology",
      "computational modelling",
      "text analytics and processing"
    ],
    "artificial intelligence applied researcher": [
      "stakeholder management",
      "project management",
      "data governance",
      "emerging technology synthesis",
      "business innovation",
      "design thinking practice",
      "business needs analysis",
      "research",
      "organisational design",
      "self-learning systems",
      "quality standards",
      "intelligent reasoning",
      "pattern recognition systems",
      "data strategy",
      "data ethics",
      "data design",
      "computer vision technology",
      "text analytics and processing"
    ],
    "assessor": [
      "innovation management",
      "data management",
      "accreditation structure management",
      "assessment design and implementation",
      "data collection and preparation",
      "reflective practice",
      "research data analysis",
      "stakeholder engagement and management",
      "talent capability assessment",
      "learning experience evaluation"
    ],
    "assistant / trainee sales and purchase broker": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "proposal writing",
      "ship financing",
      "ship sale and purchase",
      "ship valuation",
      "innovation"
    ],
    "assistant chartering broker / trainee chartering broker": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "financial analysis",
      "networking",
      "business data analysis",
      "credit risk management",
      "cash flow reporting",
      "technology integration",
      "cyber security",
      "proposal writing",
      "chartering",
      "innovation"
    ],
    "assistant civil and structural engineer / technical executive (civil and structural engineering)": [
      "technology application",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "building information modelling application",
      "structural testing",
      "technical writing",
      "design for safety",
      "engineering contract management",
      "data collection and analysis",
      "solar photovoltaic systems designs",
      "design for maintainability",
      "design for manufacturing and assembly",
      "green building strategy implementation",
      "integrated digital delivery application",
      "construction technology",
      "regulatory submission and clearance",
      "computational design",
      "ethical climate"
    ],
    "assistant concierge": [
      "service excellence",
      "crisis management",
      "customer experience management",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "service coaching",
      "people development",
      "service information and results",
      "service innovation",
      "service leadership",
      "service planning and implementation",
      "threat observation",
      "legal compliance management",
      "customer feedback and relationship management",
      "customer challenges management",
      "technology adoption and innovation",
      "tourism promotion",
      "concierge and uniformed service delivery"
    ],
    "assistant content and experience development executive / assistant curator": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "service excellence",
      "business performance management",
      "technology application",
      "contract development and management",
      "strategy implementation",
      "risk management and administration",
      "technology scanning",
      "content writing and editing",
      "financial planning and analysis",
      "resource management",
      "attractions content and experience development and delivery",
      "tourism and economic development",
      "product, content and experience performance management",
      "attractions guest relations management",
      "volunteer management"
    ],
    "assistant coordination and reservations executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "technology application",
      "vendor management",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "data mining and modelling",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "tour and travel coordination, ticketing and reservations management",
      "tourism and economic development"
    ],
    "assistant costume designer": [
      "project management",
      "business negotiation",
      "procurement for production operations",
      "production design",
      "concept creation for production design",
      "costume design and creation",
      "production quality management"
    ],
    "assistant crewing manager": [
      "stakeholder management",
      "business negotiation",
      "learning and development",
      "budgeting",
      "performance management",
      "manpower planning",
      "contract and vendor management",
      "networking",
      "talent management",
      "labour relations management",
      "cyber security",
      "recruitment channel management",
      "selection management",
      "compensation management",
      "benefits management",
      "employee relations",
      "maritime emergency response management",
      "maritime incident management",
      "crew management"
    ],
    "assistant customer support executive / assistant travel consultant (customer support)": [
      "stakeholder management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "customer behaviour analysis",
      "technology application",
      "customer relationship management",
      "strategy implementation",
      "systems thinking application",
      "sales closure",
      "productivity improvement",
      "data mining and modelling",
      "technology scanning",
      "tour and travel coordination, ticketing and reservations management",
      "tourism and economic development"
    ],
    "assistant design engineer": [
      "emergency response management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "systems integration",
      "programme management",
      "control system programming",
      "quality systems management",
      "interface management",
      "marine design customisation",
      "big data analytics",
      "marine equipment material selection",
      "naval architecture calculations",
      "system configuration management",
      "system architecture design",
      "structural and arrangement drawing",
      "power generation system design",
      "pump and piping design",
      "propulsion system design",
      "safety system design",
      "ballast system design",
      "pipeline drawing",
      "instrumentation and control system design",
      "heating, ventilation and air conditioning system design",
      "heat transfer system design",
      "green ship design",
      "fuel and lubrication system design",
      "equipment drawing",
      "electrical drawing",
      "cooling system design",
      "cargo system design",
      "marine engineering calculations"
    ],
    "assistant director": [
      "emergency response management",
      "stakeholder management",
      "change management",
      "financial management",
      "conflict management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "strategy implementation",
      "production planning and scheduling",
      "people management",
      "resilience and self-care",
      "emergency response and crisis management",
      "production operations",
      "social policy development",
      "social sector policy influence",
      "technology application in counselling",
      "social policy formulation",
      "advocacy and representation",
      "quality and audit management",
      "ethics, values and legislation",
      "diversity awareness and management",
      "direction",
      "department performance management",
      "collaborative practices across disciplines and sectors",
      "trends evaluation and application"
    ],
    "assistant director / senior manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "people management",
      "strategy implementation",
      "workplace safety and health",
      "emergency response and crisis management",
      "resilience and self-care",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "trends evaluation and application",
      "quality and audit management",
      "reflexive practice",
      "collaborative practices across disciplines and sectors",
      "social policy development",
      "social policy evaluation",
      "social policy formulation",
      "social policy implementation",
      "department performance management"
    ],
    "assistant director of nursing (clinical)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "clinical services development",
      "nursing research and statistics",
      "strategy management",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "patient care delivery in nursing",
      "nursing productivity and innovation",
      "clinical teaching and supervision",
      "clinical governance",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "effective communication in nursing",
      "department financial management",
      "medication management in nursing"
    ],
    "assistant director of nursing (education)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "curriculum design",
      "clinical teaching and supervision",
      "professional, legal and ethical healthcare practice",
      "strategy management",
      "service quality management",
      "quality improvement and safe practices",
      "programme evaluation",
      "programme delivery",
      "nursing research and statistics",
      "performance management for nursing",
      "clinical governance",
      "learner assessments",
      "inter-professional collaboration",
      "department financial management",
      "nursing productivity and innovation"
    ],
    "assistant director of nursing (management)": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "clinical governance",
      "clinical services development",
      "clinical teaching and supervision",
      "department financial management",
      "inter-professional collaboration",
      "nursing manpower planning",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "performance management for nursing",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "service quality management",
      "strategy management"
    ],
    "assistant education and programmes executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "service excellence",
      "business performance management",
      "technology application",
      "business data analysis",
      "strategy implementation",
      "risk management and administration",
      "resource management",
      "content writing and editing",
      "financial planning and analysis",
      "visual collaterals production",
      "technology scanning",
      "tourism and economic development",
      "attractions programme development",
      "product, content and experience performance management",
      "volunteer management"
    ],
    "assistant engineer / assistant maintenance manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "internet of things management",
      "workplace safety and health performance management",
      "strategy development",
      "systems thinking",
      "quality system management",
      "process validation",
      "good manufacturing practices implementation",
      "data synthesis",
      "equipment maintenance",
      "conflict resolution",
      "technical presentation",
      "green manufacturing design and implementation",
      "hazards and risk control, and policy management",
      "automated operation monitoring",
      "manufacturing process management",
      "automation process control",
      "data analytics system design",
      "continuous process improvement",
      "utilities management",
      "technical report writing",
      "active and smart packaging",
      "document control",
      "food safety management",
      "food manufacturing facility maintenance",
      "automated food manufacturing system maintenance",
      "advanced processing technology",
      "food manufacturing process design",
      "new product introduction for food"
    ],
    "assistant engineer / associate engineer": [
      "change management",
      "project management",
      "emergency response management",
      "internet of things management",
      "user experience design",
      "organisational analysis",
      "additive manufacturing",
      "data synthesis",
      "user interface design",
      "quality system management",
      "workplace safety and health system management",
      "laser and optics application",
      "lean manufacturing",
      "continuous process improvement",
      "embedded systems integration",
      "automated operation monitoring",
      "equipment maintenance",
      "automation process control",
      "data analytics system design",
      "manufacturing process management",
      "machining",
      "automated system design",
      "surface preparation and protection",
      "product and machine assembly",
      "precision measurement",
      "metallic material characterisation",
      "cutting",
      "augmented reality application",
      "geometric dimensioning and tolerancing",
      "computer-aided manufacturing",
      "failure analysis",
      "material joining",
      "metrology management",
      "cleanliness and contamination control",
      "workplace safety and health practice",
      "welding",
      "virtual reality application",
      "manufacturing technology",
      "engineering product design",
      "computer-aided design",
      "injection mould design",
      "quality process control",
      "automation systems maintenance",
      "production line set-up",
      "jigs and fixture design",
      "hydraulic systems management",
      "polymeric material characterisation",
      "pneumatic systems management",
      "plastic injection moulding",
      "heat treatment process"
    ],
    "assistant engineer / officer (engineering procurement)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "quality system management",
      "procurement coordination and policy development",
      "programme management",
      "technical writing",
      "third party management",
      "inventory management",
      "materials inspection"
    ],
    "assistant engineer / officer (project development)": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "environmental management system framework development and implementation",
      "building information modelling application",
      "business proposal writing",
      "programme management",
      "technical writing",
      "hazards and risk identification and management",
      "project risk management"
    ],
    "assistant engineer / senior technician (commissioning)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "environmental management system framework development and implementation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "commissioning and start-up management",
      "equipment and systems testing",
      "programme management",
      "structural testing",
      "technical inspection",
      "technical writing",
      "third party management",
      "hazards and risk identification and management"
    ],
    "assistant engineer / senior technician (engineering construction)": [
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "installation and assembly",
      "structural testing",
      "technical inspection",
      "technical writing",
      "equipment and systems testing",
      "third party management",
      "programme management",
      "inventory management",
      "hazards and risk identification and management"
    ],
    "assistant engineer / senior technician (operations and maintenance)": [
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "technology application",
      "asset management",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "programme management",
      "equipment and systems testing",
      "structural testing",
      "technical inspection",
      "technical writing",
      "third party management",
      "hazards and risk identification and management",
      "facility maintenance",
      "preventive maintenance",
      "equipment maintenance and housekeeping",
      "equipment and systems repair",
      "inventory management"
    ],
    "assistant engineer / service engineer": [
      "business negotiation",
      "financial management",
      "business continuity management",
      "budgeting",
      "crisis management",
      "networking",
      "financial analysis",
      "systems integration",
      "cash flow reporting",
      "resource management",
      "organisational strategy and policy realisation",
      "architecture design",
      "interface management",
      "cyber security",
      "work at heights",
      "innovation",
      "port equipment maintenance",
      "system configuration management",
      "condition-based monitoring"
    ],
    "assistant equipment engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "report writing",
      "audit management",
      "good manufacturing practices implementation",
      "embedded systems integration",
      "equipment maintenance",
      "automated operation monitoring",
      "hazards and risk control, and policy management",
      "data analytics system design",
      "continuous process improvement",
      "failure analysis",
      "quality systems management",
      "workplace safety and health practices implementation",
      "emergency management",
      "electrostatic discharge control",
      "automation system maintenance",
      "solutioning",
      "technical presentations"
    ],
    "assistant event executive / assistant project executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "service excellence",
      "business continuity planning",
      "technology application",
      "vendor management",
      "project feasibility assessment",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "events planning and management",
      "resource management",
      "technology scanning",
      "proposal writing",
      "project administration",
      "crowd control and planning",
      "tourism and economic development"
    ],
    "assistant event operations executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "project feasibility assessment",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "risk management and administration",
      "events planning and management",
      "productivity improvement",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "project administration",
      "delegates and participants management",
      "tourism and economic development",
      "crowd control and planning",
      "volunteer management"
    ],
    "assistant event services executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "continuous improvement management",
      "project feasibility assessment",
      "technology application",
      "vendor management",
      "strategy implementation",
      "systems thinking application",
      "events planning and management",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "project administration",
      "tourism and economic development"
    ],
    "assistant executive housekeeper": [
      "innovation management",
      "change management",
      "budgeting",
      "business continuity planning",
      "business planning",
      "crisis management",
      "service excellence",
      "customer experience management",
      "workplace safety and health performance management",
      "vendor management",
      "business presentation delivery",
      "vision leadership",
      "staff management",
      "service coaching",
      "service challenges",
      "productivity improvement",
      "people and relationship management",
      "business relationship building",
      "people development",
      "people and performance management",
      "resource management",
      "organisational relationship building",
      "loss and risk prevention management",
      "service information and results",
      "service innovation",
      "service planning and implementation",
      "dispute resolution",
      "room housekeeping operations management",
      "hospitality data collection and analysis",
      "service innovation culture",
      "environmental sustainability management",
      "technology adoption and innovation",
      "asset and inventory management"
    ],
    "assistant facilities engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "report writing",
      "good manufacturing practices implementation",
      "audit management",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "embedded systems integration",
      "data analytics system design",
      "yield analysis",
      "failure analysis",
      "quality systems management",
      "workplace safety and health practices implementation",
      "facilities maintenance",
      "emergency management",
      "electrostatic discharge control",
      "quality process control",
      "solutioning",
      "technical presentations"
    ],
    "assistant food technologist": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "quality assurance management",
      "workplace safety and health performance management",
      "systems thinking",
      "process validation",
      "quality system management",
      "good manufacturing practices implementation",
      "data synthesis",
      "product testing",
      "technical presentation",
      "green manufacturing design and implementation",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "technical report writing",
      "product improvement",
      "active and smart packaging",
      "packaging testing",
      "laboratory management",
      "food safety management",
      "food safety analysis",
      "food product marketing",
      "document control",
      "chemical risk management",
      "laboratory data analysis",
      "new product introduction for food",
      "advanced processing technology",
      "recipe formulation"
    ],
    "assistant foreman / lead maintenance engineer / superintendent": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "augmented reality application",
      "big data analytics",
      "maintenance coordination",
      "electrical fundamentals application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "propulsion principles application",
      "propeller principles application",
      "aviation legislation compliance",
      "predictive maintenance",
      "piston engine principles application",
      "maintenance organisation structure management",
      "physics concepts application",
      "mathematical concepts application",
      "electronic fundamentals application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace maintenance practices application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "digital techniques application",
      "aerodynamics principles application"
    ],
    "assistant front office manager / assistant operations manager / duty manager / guest services manager / guest relations manager": [
      "innovation management",
      "change management",
      "customer experience management",
      "budgeting",
      "business planning",
      "crisis management",
      "business continuity planning",
      "business presentation delivery",
      "staff management",
      "productivity improvement",
      "people and relationship management",
      "service challenges",
      "service coaching",
      "service leadership",
      "service information and results",
      "service innovation",
      "service planning and implementation",
      "people development",
      "loss and risk prevention management",
      "people and performance management",
      "organisational relationship building",
      "dispute resolution",
      "one-stop service delivery",
      "legal compliance management",
      "hospitality data collection and analysis",
      "front office operations management",
      "environmental sustainability management",
      "service innovation culture",
      "customer feedback and relationship management",
      "customer challenges management",
      "technology adoption and innovation"
    ],
    "assistant head chef": [
      "emergency response management",
      "learning and development",
      "crisis management",
      "data analytics",
      "quality assurance management",
      "people management",
      "systems thinking application",
      "loss and risk prevention management",
      "food safety and hygiene",
      "food product marketing",
      "asian cold dish and dessert preparation",
      "productivity optimisation for food and beverages operations",
      "malay dry-heat dish preparation and cooking",
      "malay moist-heat dish preparation and cooking",
      "meat storage and fabrication",
      "personal performance management",
      "service innovation management",
      "seafood storage and fabrication",
      "specialty cuisine preparation and cooking",
      "system and work process improvement",
      "technology application and implementation",
      "western cold dish preparation",
      "western dry-heat dish preparation and cooking",
      "western moist-heat dish preparation and cooking",
      "workforce diversity and inclusion",
      "legislative and regulatory compliance",
      "indian dry-heat dish preparation and cooking",
      "information and communication technology disaster recovery management",
      "indian moist-heat dish preparation and cooking",
      "chinese dry-heat dish preparation and cooking",
      "chinese moist-heat dish preparation and cooking",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer service excellence",
      "e-commerce management",
      "emerging technology scanning",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "food science application",
      "food waste disposal and reduction",
      "halal certification compliance for food and beverages operations",
      "asian cuisine preparation and cooking",
      "workplace safety and health for food and beverage operations"
    ],
    "assistant horticulturist": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "strategy implementation",
      "risk management and administration",
      "content writing and editing",
      "technology scanning",
      "accident and incident response management",
      "horticulture management",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions programme development",
      "volunteer management"
    ],
    "assistant housekeeper / assistant housekeeping manager / housekeeping supervisor": [
      "innovation management",
      "service excellence",
      "crisis management",
      "customer experience management",
      "workplace safety and health performance management",
      "vendor management",
      "service coaching",
      "staff management",
      "people and relationship management",
      "productivity improvement",
      "threat observation",
      "service planning and implementation",
      "service innovation",
      "asset and inventory management",
      "resource management",
      "people development",
      "people and performance management",
      "organisational relationship building",
      "loss and risk prevention management",
      "room housekeeping operations management",
      "technology adoption and innovation",
      "environmental sustainability management",
      "customer challenges management",
      "public areas housekeeping operations management"
    ],
    "assistant integration engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "report writing",
      "good manufacturing practices implementation",
      "audit management",
      "data synthesis",
      "embedded systems integration",
      "continuous process improvement",
      "data analytics system design",
      "manufacturing process management",
      "hazards and risk control, and policy management",
      "new product introduction",
      "quality systems management",
      "failure analysis",
      "workplace safety and health practices implementation",
      "defect density monitoring",
      "electrostatic discharge control",
      "emergency management",
      "parametric testing",
      "process integration",
      "solutioning",
      "technical presentations"
    ],
    "assistant keeper / assistant aquarist": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "strategy implementation",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "attractions programme development",
      "crowd control and planning",
      "animal conditioning and enrichment",
      "attractions guest relations management",
      "animal transaction",
      "animal husbandry and nutrition",
      "animal habitat management"
    ],
    "assistant lighting designer": [
      "project management",
      "lighting conceptualisation and design for production",
      "lighting operations",
      "rigging operations",
      "concept creation for production design",
      "digital lighting for production",
      "production quality management"
    ],
    "assistant manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "quality and audit management",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "department performance management",
      "trends evaluation and application"
    ],
    "assistant manager (network planning)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "data analytics",
      "manpower planning",
      "business development",
      "technology application",
      "standard operating procedures development",
      "airline marketing",
      "airport and airline economics",
      "airline revenue management",
      "network planning and operations",
      "route forecasting and development",
      "scheduling and slot coordination",
      "airline operations management",
      "airline distribution channel strategies"
    ],
    "assistant manager (operations & maintenance / specialised systems / projects)": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "engineering contract management",
      "engineering project management",
      "human factors management",
      "airfield civil infrastructure maintenance and design",
      "hazard and risk control and policy management",
      "engineering standards audit and assessment",
      "airfield specialised systems maintenance and design",
      "airport operations management",
      "airport infrastructure and facilities maintenance and design",
      "engineering safety and security standards"
    ],
    "assistant manager / senior engineer (project development)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "business performance management",
      "project feasibility assessment",
      "technology application",
      "contract development and management",
      "business presentation delivery",
      "environmental management system framework development and implementation",
      "organisational resource management",
      "programme management",
      "technical writing",
      "building information modelling application",
      "staff management",
      "business proposal writing",
      "project risk management",
      "electrical engineering management",
      "cost management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "organisational risk management",
      "mechanical engineering management",
      "civil and structural engineering management",
      "geotechnical engineering management"
    ],
    "assistant manufacturing manager / section manager": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business planning",
      "conflict management",
      "internet of things management",
      "enterprise risk management",
      "risk compliance and governance",
      "organisational analysis",
      "networking",
      "additive manufacturing",
      "quality system management",
      "production planning",
      "workplace safety and health system management",
      "business data analysis",
      "data synthesis",
      "manufacturing process management",
      "lean manufacturing",
      "vision leadership",
      "data analytics system design",
      "procurement performance monitoring",
      "continuous process improvement",
      "manufacturing process design",
      "carbon footprint management",
      "value analysis",
      "supply chain solutioning",
      "maintenance coordination",
      "research and development",
      "production resource management",
      "production performance management",
      "new product introduction",
      "competitive business strategy",
      "sustainable manufacturing",
      "virtual reality application",
      "workplace safety and health practice"
    ],
    "assistant marine superintendent": [
      "budgeting",
      "business continuity management",
      "learning and development",
      "financial management",
      "business planning",
      "service excellence",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "fleet procurement",
      "employee relations",
      "crisis communication",
      "crew management",
      "ship cyber security",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "ship safety management systems audit",
      "innovation"
    ],
    "assistant market development manager / market development executive": [
      "stakeholder management",
      "project management",
      "market research",
      "business negotiation",
      "emergency response management",
      "business opportunities development",
      "customer acquisition management",
      "workplace safety and health performance management",
      "business environment analysis",
      "strategy development",
      "customer behaviour analysis",
      "systems thinking",
      "marketing communications plan development",
      "brand portfolio management",
      "e-commerce campaign management",
      "customer loyalty and retention strategy formulation",
      "social media marketing",
      "consumer intelligence analysis",
      "business relationship building",
      "technical presentation",
      "food product marketing",
      "product improvement",
      "communications channel management",
      "international marketing programmes management",
      "international trade legislation for business",
      "new export market entry strategy formulation"
    ],
    "assistant marketing executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "technology application",
      "marketing campaign management",
      "marketing communications plan development",
      "brand portfolio management",
      "digital marketing",
      "media strategy development",
      "website design",
      "strategy implementation",
      "e-commerce campaign management",
      "social media management",
      "website performance management",
      "media platforms management",
      "design concepts generation",
      "data mining and modelling",
      "brand guideline development",
      "infographics and data visualisation",
      "technology scanning",
      "visual collaterals production",
      "content writing and editing",
      "brand campaign management",
      "tourism and economic development"
    ],
    "assistant mechanical engineer / assistant electrical engineer / technical executive (mechanical engineering) / technical executive (electrical engineering)": [
      "technology application",
      "project feasibility assessment",
      "engineering safety standards interpretation",
      "quality system management",
      "building information modelling application",
      "engineering drawing and design specifications",
      "engineering contract management",
      "design for safety",
      "data collection and analysis",
      "solar photovoltaic systems designs",
      "plumbing, sanitary, drainage and gas systems design",
      "integrated digital delivery application",
      "natural ventilation design",
      "regulatory submission and clearance",
      "lightning protection systems design",
      "lighting design optimisation",
      "lifts and escalators systems design",
      "life cycle costing and analysis",
      "air conditioning and mechanical ventilation system design",
      "indoor environmental quality improvement",
      "green building strategy implementation",
      "analytics and computational modelling",
      "ethical climate",
      "electrical systems design",
      "design for manufacturing and assembly",
      "design for maintainability",
      "construction technology",
      "computational design",
      "building management system implementation and control",
      "fire protection system design"
    ],
    "assistant multimedia designer": [
      "innovation management",
      "multimedia design",
      "concept creation for production design",
      "digital and interactive design",
      "immersive video editing for performing arts",
      "infrastructure design",
      "media file formats conformation",
      "video editing",
      "vision mixing",
      "content creation",
      "multimedia operations"
    ],
    "assistant nurse clinician": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing manpower planning",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing research and statistics",
      "nursing productivity and innovation",
      "nursing care for the deceased",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "learner assessments",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical governance",
      "wound management in nursing"
    ],
    "assistant pastry chef": [
      "emergency response management",
      "learning and development",
      "data analytics",
      "crisis management",
      "quality assurance management",
      "systems thinking application",
      "people management",
      "food product marketing",
      "food safety and hygiene",
      "loss and risk prevention management",
      "technology application and implementation",
      "system and work process improvement",
      "workforce diversity and inclusion",
      "service innovation management",
      "information and communication technology disaster recovery management",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "pastry preparation",
      "legislative and regulatory compliance",
      "bread preparation",
      "food science application",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "cost control and management",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "workplace safety and health for food and beverage operations"
    ],
    "assistant pastry cook / assistant baker / kitchen assistant": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "bread preparation",
      "customer service excellence",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food waste disposal and reduction",
      "halal certification compliance for food and beverages operations",
      "legislative and regulatory compliance",
      "pastry preparation",
      "productivity optimisation for food and beverages operations",
      "system and work process improvement",
      "technology application and implementation",
      "workplace safety and health for food and beverage operations"
    ],
    "assistant process engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "report writing",
      "audit management",
      "data synthesis",
      "good manufacturing practices implementation",
      "continuous process improvement",
      "manufacturing process management",
      "hazards and risk control, and policy management",
      "embedded systems integration",
      "data analytics system design",
      "failure analysis",
      "quality systems management",
      "workplace safety and health practices implementation",
      "emergency management",
      "electrostatic discharge control",
      "solutioning",
      "technical presentations"
    ],
    "assistant producer - broadcast (casting)": [
      "business negotiation",
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "media law and compliance",
      "procurement for production operations",
      "production budget management",
      "production team and crew selection",
      "research",
      "concept creation",
      "creative storytelling",
      "location scouting and management",
      "production operations",
      "talent casting"
    ],
    "assistant producer - film (casting)": [
      "business negotiation",
      "emergency response management",
      "contract and vendor management",
      "fundraising and sponsorships",
      "media law and compliance",
      "procurement for production operations",
      "research",
      "production operations",
      "talent casting"
    ],
    "assistant producer - games": [
      "project management",
      "customer experience management",
      "customer behaviour analysis",
      "contract and vendor management",
      "production budget management",
      "research"
    ],
    "assistant producer - news / current affairs": [
      "production planning and scheduling",
      "media law and compliance",
      "news story research",
      "production operations",
      "social media content creation and management"
    ],
    "assistant product and experience development executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "business performance management",
      "technology application",
      "vendor management",
      "contract development and management",
      "strategy implementation",
      "risk management and administration",
      "financial planning and analysis",
      "technology scanning",
      "product, content and experience performance management",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "assistant product engineer": [
      "innovation management",
      "learning and development",
      "report writing",
      "audit management",
      "data synthesis",
      "product testing",
      "good manufacturing practices implementation",
      "continuous process improvement",
      "manufacturing process design",
      "data analytics system design",
      "yield analysis",
      "failure analysis",
      "new product introduction",
      "quality systems management",
      "workplace safety and health practices implementation",
      "emergency management",
      "material qualification",
      "metrology management",
      "electrostatic discharge control",
      "solutioning",
      "technical presentations"
    ],
    "assistant production engineer": [
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "systems integration",
      "additive manufacturing",
      "programme management",
      "procurement coordination and policy development",
      "laser and optics application",
      "technical writing",
      "technical inspection",
      "structural testing",
      "big data analytics",
      "quality systems management",
      "non-destructive testing",
      "naval architecture calculations",
      "marine equipment material selection",
      "value engineering",
      "interface management",
      "surface preparation and protection",
      "component assembly",
      "system configuration management",
      "commissioning coordination",
      "system architecture design",
      "forming",
      "computer numeric control operations",
      "scaffolding",
      "electrical testing",
      "installation planning and execution",
      "marine equipment and system maintenance",
      "marine engineering calculations",
      "launch planning and management",
      "joining and welding",
      "instrumentation and control system design",
      "material inspection"
    ],
    "assistant project manager (construction) / construction manager": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "business development",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "quality system management",
      "people management",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "equipment and systems testing",
      "building information modelling application",
      "technical writing",
      "technical inspection",
      "site assessment and analysis",
      "value engineering",
      "transportation route and schedule planning",
      "critical thinking",
      "data collection and analysis",
      "engineering contract management",
      "equipment and systems installation and commissioning management",
      "project risk management",
      "design for safety",
      "design for maintainability",
      "design for manufacturing and assembly",
      "integrated digital delivery application",
      "green building strategy implementation",
      "construction technology",
      "regulatory submission and clearance"
    ],
    "assistant project manager / project management executive": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "quality system management",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "building information modelling application",
      "procurement coordination and policy development",
      "design for safety",
      "engineering contract management",
      "project risk management",
      "data collection and analysis",
      "critical thinking",
      "value engineering",
      "design for manufacturing and assembly",
      "integrated digital delivery application",
      "design for maintainability",
      "regulatory submission and clearance",
      "construction technology",
      "green building strategy implementation"
    ],
    "assistant quality assurance / quality control engineer": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "technical writing",
      "technical inspection",
      "structural testing",
      "programme management",
      "quality systems management",
      "value engineering",
      "big data analytics",
      "naval architecture calculations",
      "non-destructive testing",
      "quality engineering integration",
      "material inspection",
      "marine engineering calculations",
      "manufacturing workflow management",
      "electrical testing",
      "continuous quality improvement",
      "commissioning coordination"
    ],
    "assistant quality engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "report writing",
      "good manufacturing practices implementation",
      "product testing",
      "audit management",
      "data synthesis",
      "continuous process improvement",
      "data analytics system design",
      "yield analysis",
      "embedded systems integration",
      "hazards and risk control, and policy management",
      "quality systems management",
      "workplace safety and health practices implementation",
      "failure analysis",
      "electrostatic discharge control",
      "material qualification",
      "metrology management",
      "emergency management",
      "quality control and assurance",
      "quality process control",
      "solutioning",
      "technical presentations"
    ],
    "assistant quantity surveyor / assistant cost manager": [
      "stakeholder management",
      "technology application",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical writing",
      "critical thinking",
      "data collection and analysis",
      "project cost",
      "research and information synthesis",
      "construction technology",
      "contract administration and management",
      "design for manufacturing and assembly",
      "ethical climate",
      "integrated digital delivery application",
      "life cycle costing and analysis",
      "measurement of building and construction works"
    ],
    "assistant relationship manager - private banking": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business opportunities development",
      "customer experience management",
      "risk management",
      "customer relationship management",
      "account management",
      "service challenges",
      "ethical culture",
      "research and information synthesis",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "market research and analysis",
      "market specialisation",
      "wealth planning administration"
    ],
    "assistant relationship manager - retail banking / personal banking executive": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "networking",
      "contract and vendor management",
      "customer relationship management",
      "business risk assessment",
      "service challenges",
      "regulatory compliance",
      "product advisory",
      "account management",
      "fraud risk management",
      "research and information synthesis",
      "ethical culture",
      "market specialisation",
      "market research and analysis",
      "personal finance advisory",
      "customer acceptance checking and onboarding",
      "client investment suitability"
    ],
    "assistant relationship manager / relationship associate": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "research and information synthesis",
      "customer acceptance checking and onboarding"
    ],
    "assistant research director": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "assistant research executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "technology application",
      "business data analysis",
      "strategy implementation",
      "data mining and modelling",
      "financial planning and analysis",
      "proposal writing",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
      "product, content and experience performance management",
      "tourism and economic development"
    ],
    "assistant set designer": [
      "project management",
      "business negotiation",
      "production design",
      "prop design",
      "set construction",
      "set design",
      "concept creation for production design",
      "production quality management",
      "risk assessment for production"
    ],
    "assistant specialist (digital delivery)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "performance management",
      "partnership management",
      "technology application",
      "systems thinking",
      "emerging technology synthesis",
      "programming and coding",
      "systems integration",
      "3d modelling",
      "business needs analysis",
      "building information modelling application",
      "technical drawing",
      "critical thinking",
      "data collection and analysis",
      "research and information synthesis",
      "augmented reality application",
      "applications integration",
      "construction technology",
      "design for manufacturing and assembly",
      "application support and enhancement",
      "integrated digital delivery application",
      "common data environment management"
    ],
    "assistant sponsorship executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "service excellence",
      "technology application",
      "strategy implementation",
      "data mining and modelling",
      "sponsorship management",
      "technology scanning",
      "tourism and economic development"
    ],
    "assistant stage manager": [
      "project management",
      "production planning and scheduling",
      "workplace safety and health",
      "production budget management",
      "costume design and creation",
      "performing arts production operations",
      "production quality management",
      "props management",
      "rehearsal management",
      "risk assessment for production"
    ],
    "assistant technical superintendent": [
      "market research",
      "budgeting",
      "financial management",
      "learning and development",
      "business continuity management",
      "business planning",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "fleet procurement",
      "employee relations",
      "dry dock project management",
      "crisis communication",
      "crew management",
      "ship compliance management",
      "ship cyber security",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "innovation"
    ],
    "assistant venue operations executive": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "events planning and management",
      "productivity improvement",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "project administration",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "tourism and economic development",
      "crowd control and planning"
    ],
    "assistant wealth planner": [
      "stakeholder management",
      "business opportunities development",
      "customer experience management",
      "risk management",
      "customer relationship management",
      "product advisory",
      "service challenges",
      "ethical culture",
      "customer acceptance checking and onboarding",
      "market specialisation",
      "wealth planning administration"
    ],
    "associate (operations & maintenance / specialised systems / projects)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "engineering contract management",
      "engineering project management",
      "airfield civil infrastructure maintenance and design",
      "airfield specialised systems maintenance and design",
      "airport infrastructure and facilities maintenance and design",
      "airport operations management",
      "engineering safety and security standards",
      "engineering standards audit and assessment",
      "hazard and risk control and policy management",
      "human factors management"
    ],
    "associate / assistant sound designer": [
      "sound design and creation",
      "sound recording operations",
      "concept creation for production design",
      "production quality management",
      "technical sound design",
      "technical sound editing and mixing"
    ],
    "associate applications support engineer": [
      "stakeholder management",
      "test planning",
      "customer experience management",
      "process improvement and optimisation",
      "business needs analysis",
      "applications support and enhancement",
      "configuration tracking",
      "software configuration",
      "software testing",
      "cyber and data breach incident management",
      "procurement",
      "service level management"
    ],
    "associate business analyst": [
      "stakeholder management",
      "change management",
      "project management",
      "partnership management",
      "business environment analysis",
      "process improvement and optimisation",
      "test planning",
      "business needs analysis",
      "business requirements mapping",
      "data visualisation",
      "software testing",
      "system integration",
      "technical sales support"
    ],
    "associate counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "advocacy and representation",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "group work intervention",
      "case and care planning",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "associate data centre operations engineer": [
      "stakeholder management",
      "project management",
      "infrastructure support",
      "process improvement and optimisation",
      "business needs analysis",
      "system integration",
      "cyber and data breach incident management",
      "data centre facilities management",
      "it asset management",
      "procurement",
      "service level management"
    ],
    "associate database support engineer": [
      "stakeholder management",
      "project management",
      "infrastructure support",
      "process improvement and optimisation",
      "business needs analysis",
      "configuration tracking",
      "database administration",
      "cyber and data breach incident management",
      "data engineering",
      "data migration",
      "it asset management",
      "problem management",
      "procurement",
      "security administration",
      "service level management"
    ],
    "associate director (architecture) / principal architectural executive": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "business development",
      "project feasibility assessment",
      "3d modelling",
      "people management",
      "design thinking practice",
      "material studies and production processes",
      "technical drawing",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical presentation",
      "design sketching",
      "design standards and specification",
      "solar photovoltaic systems designs",
      "project risk management",
      "site assessment and analysis",
      "dispute resolution",
      "data collection and analysis",
      "critical thinking",
      "architecture design",
      "competitive business strategy",
      "technology scanning",
      "design for safety",
      "aesthetic and design sensibility",
      "placemaking and programming of spaces",
      "design for manufacturing and assembly",
      "design for maintainability",
      "green building strategy implementation",
      "cultural, heritage and socio-economic sensitivity for design",
      "regulatory submission and clearance",
      "contract administration and management",
      "construction technology",
      "integrated digital delivery application",
      "facade design"
    ],
    "associate director (civil and structural engineering) / principal civil and structural engineer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "continuous improvement management",
      "business development",
      "manpower planning",
      "project feasibility assessment",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "design thinking practice",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "technical inspection",
      "material studies and production processes",
      "technical writing",
      "building information modelling application",
      "technical presentation",
      "structural testing",
      "competitive business strategy",
      "project risk management",
      "design for safety",
      "project cost",
      "critical thinking",
      "solar photovoltaic systems designs",
      "site assessment and analysis",
      "data collection and analysis",
      "engineering contract management",
      "dispute resolution",
      "technology scanning",
      "civil and structural engineering management",
      "design for manufacturing and assembly",
      "construction technology",
      "regulatory submission and clearance",
      "computational design",
      "cultural, heritage and socio-economic sensitivity for design",
      "integrated digital delivery application",
      "green building strategy implementation",
      "ethical climate",
      "design for maintainability",
      "geotechnical engineering management"
    ],
    "associate director (facilities management)": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "robotic and automation technology application",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "design thinking practice",
      "maintenance scheduling",
      "technical writing",
      "technical presentation",
      "building information modelling application",
      "technical inspection",
      "procurement coordination and policy development",
      "data collection and analysis",
      "value engineering",
      "technology scanning",
      "competitive business strategy",
      "security surveillance management",
      "project risk management",
      "project cost",
      "design for safety",
      "inventory management",
      "facilities shut-down and re-start",
      "contract administration and management",
      "construction technology",
      "design for maintainability",
      "smart facilities management",
      "life cycle costing and analysis",
      "integrated digital delivery application",
      "indoor environmental quality improvement",
      "building management system implementation and control",
      "green facilities management"
    ],
    "associate director (mechanical engineering / electrical engineering) / principal mechanical engineer / principal electrical engineer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "continuous improvement management",
      "manpower planning",
      "business development",
      "project feasibility assessment",
      "engineering safety standards interpretation",
      "quality system management",
      "design thinking practice",
      "people management",
      "technical inspection",
      "technical presentation",
      "building information modelling application",
      "equipment and systems testing",
      "project cost",
      "project risk management",
      "equipment and systems installation and commissioning management",
      "technology scanning",
      "engineering drawing and design specifications",
      "engineering contract management",
      "site assessment and analysis",
      "design for safety",
      "solar photovoltaic energy assessment",
      "solar photovoltaic systems designs",
      "data collection and analysis",
      "critical thinking",
      "competitive business strategy",
      "regulatory submission and clearance",
      "plumbing, sanitary, drainage and gas systems design",
      "natural ventilation design",
      "air conditioning and mechanical ventilation system design",
      "lightning protection systems design",
      "lighting design optimisation",
      "lifts and escalators systems design",
      "life cycle costing and analysis",
      "integrated digital delivery application",
      "indoor environmental quality improvement",
      "analytics and computational modelling",
      "fire protection system design",
      "ethical climate",
      "electrical systems design",
      "design for manufacturing and assembly",
      "design for maintainability",
      "construction technology",
      "computational design",
      "building management system implementation and control",
      "green building strategy implementation"
    ],
    "associate director (quantity surveying) / contracts director": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "business development",
      "business performance management",
      "technology application",
      "project feasibility assessment",
      "design thinking practice",
      "people management",
      "building information modelling application",
      "technical presentation",
      "technical writing",
      "procurement coordination and policy development",
      "research and information synthesis",
      "project risk management",
      "technology scanning",
      "project cost",
      "value engineering",
      "dispute resolution",
      "data collection and analysis",
      "critical thinking",
      "competitive business strategy",
      "measurement of building and construction works",
      "life cycle costing and analysis",
      "ethical climate",
      "design for manufacturing and assembly",
      "contract administration and management",
      "construction technology",
      "integrated digital delivery application"
    ],
    "associate embedded systems engineer": [
      "stakeholder management",
      "project management",
      "network configuration",
      "business environment analysis",
      "emerging technology synthesis",
      "test planning",
      "business risk management",
      "business needs analysis",
      "configuration tracking",
      "control system programming",
      "applications integration",
      "software configuration",
      "software testing",
      "applications support and enhancement",
      "system integration",
      "software design",
      "applications development"
    ],
    "associate infrastructure engineer": [
      "stakeholder management",
      "project management",
      "data analytics",
      "business environment analysis",
      "infrastructure support",
      "vendor management",
      "emerging technology synthesis",
      "infrastructure deployment",
      "process improvement and optimisation",
      "test planning",
      "network administration and maintenance",
      "business needs analysis",
      "network configuration",
      "infrastructure design",
      "it asset management",
      "network security",
      "problem management",
      "procurement",
      "cyber and data breach incident management",
      "service level management",
      "cloud computing"
    ],
    "associate infrastructure support engineer": [
      "stakeholder management",
      "project management",
      "infrastructure support",
      "infrastructure deployment",
      "network administration and maintenance",
      "process improvement and optimisation",
      "business needs analysis",
      "network configuration",
      "cyber and data breach incident management",
      "procurement",
      "service level management"
    ],
    "associate network engineer": [
      "stakeholder management",
      "project management",
      "business environment analysis",
      "vendor management",
      "emerging technology synthesis",
      "network administration and maintenance",
      "process improvement and optimisation",
      "test planning",
      "business needs analysis",
      "network configuration",
      "cyber and data breach incident management",
      "it asset management",
      "problem management",
      "procurement",
      "service level management"
    ],
    "associate operations centre support engineer": [
      "stakeholder management",
      "project management",
      "infrastructure support",
      "process improvement and optimisation",
      "business needs analysis",
      "configuration tracking",
      "cyber and data breach incident management",
      "data centre facilities management",
      "it asset management",
      "procurement",
      "service level management"
    ],
    "associate product analyst": [
      "stakeholder management",
      "market research",
      "project management",
      "data analytics",
      "partnership management",
      "business environment analysis",
      "design thinking practice",
      "business needs analysis",
      "business requirements mapping",
      "artificial intelligence application in product development",
      "automation management in product development",
      "data design",
      "data engineering",
      "data ethics",
      "data visualisation and storyboarding",
      "quality standards"
    ],
    "associate product designer": [
      "stakeholder management",
      "project management",
      "market research",
      "data analytics",
      "business development",
      "partnership management",
      "customer experience management",
      "business environment analysis",
      "user experience design",
      "emerging technology synthesis",
      "brand management",
      "demand analysis",
      "user interface design",
      "design thinking practice",
      "test planning",
      "process improvement and optimisation",
      "product management",
      "design concepts generation",
      "business requirements mapping",
      "business needs analysis",
      "user testing and usability testing",
      "quality standards",
      "narrative design in product development",
      "automation management in product development",
      "data visualisation and storyboarding",
      "artificial intelligence application in product development"
    ],
    "associate product manager": [
      "stakeholder management",
      "project management",
      "market research",
      "data analytics",
      "customer experience management",
      "business environment analysis",
      "emerging technology synthesis",
      "user experience design",
      "demand analysis",
      "product management",
      "strategy implementation",
      "user interface design",
      "design thinking practice",
      "business requirements mapping",
      "business needs analysis",
      "portfolio management",
      "automation management in product development",
      "artificial intelligence application in product development"
    ],
    "associate psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "associate radio frequency engineer": [
      "stakeholder management",
      "project management",
      "business environment analysis",
      "infrastructure support",
      "vendor management",
      "emerging technology synthesis",
      "infrastructure deployment",
      "network administration and maintenance",
      "process improvement and optimisation",
      "test planning",
      "network configuration",
      "business needs analysis",
      "it asset management",
      "procurement",
      "radio frequency engineering",
      "service level management",
      "cyber and data breach incident management",
      "problem management"
    ],
    "associate security analyst": [
      "stakeholder management",
      "network administration and maintenance",
      "business needs analysis",
      "infrastructure support",
      "cyber and data breach incident management",
      "cyber forensics",
      "problem management",
      "security administration",
      "security assessment and testing",
      "security education and awareness",
      "security programme management",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "associate software engineer": [
      "stakeholder management",
      "project management",
      "business environment analysis",
      "emerging technology synthesis",
      "user interface design",
      "test planning",
      "business needs analysis",
      "software testing",
      "applications integration",
      "applications support and enhancement",
      "configuration tracking",
      "system integration",
      "software configuration",
      "agile software development",
      "software design",
      "applications development",
      "data design",
      "problem management"
    ],
    "associate systems support engineer": [
      "stakeholder management",
      "project management",
      "infrastructure support",
      "network administration and maintenance",
      "process improvement and optimisation",
      "business needs analysis",
      "configuration tracking",
      "system integration",
      "cyber and data breach incident management",
      "it asset management",
      "procurement",
      "security administration",
      "service level management"
    ],
    "associate ui designer": [
      "stakeholder management",
      "project management",
      "data analytics",
      "customer experience management",
      "business environment analysis",
      "brand management",
      "user experience design",
      "emerging technology synthesis",
      "product management",
      "user interface design",
      "process improvement and optimisation",
      "design thinking practice",
      "business innovation",
      "business requirements mapping",
      "business needs analysis",
      "research",
      "software testing",
      "user testing and usability testing",
      "software design"
    ],
    "associate ux designer": [
      "stakeholder management",
      "market research",
      "budgeting",
      "test planning",
      "business performance management",
      "customer experience management",
      "business needs analysis",
      "brand management",
      "user experience design",
      "design thinking practice",
      "process improvement and optimisation",
      "product management",
      "business requirements mapping",
      "user testing and usability testing"
    ],
    "associate, performance and rewards": [
      "performance management",
      "data management",
      "benefits management",
      "compensation management",
      "data collection and preparation",
      "skills framework adoption",
      "stakeholder engagement and management",
      "employee communication management",
      "human resource analytics and insights",
      "human resource practices implementation",
      "human resource systems management",
      "job analysis and evaluation"
    ],
    "associate, talent attraction and employee experience and relations": [
      "data management",
      "data collection and preparation",
      "selection management",
      "skills framework adoption",
      "stakeholder engagement and management",
      "digital marketing and communication",
      "diversity and inclusion management",
      "employee communication management",
      "employee engagement management",
      "health and wellness programme management",
      "human resource analytics and insights",
      "human resource practices implementation",
      "human resource systems management",
      "job analysis and evaluation",
      "onboarding",
      "organisational event management"
    ],
    "associate, talent management and learning and organisational development": [
      "performance management",
      "data management",
      "learning needs analysis",
      "data collection and preparation",
      "skills framework adoption",
      "stakeholder engagement and management",
      "talent capability assessment",
      "employee communication management",
      "employee mobility management",
      "human resource analytics and insights",
      "human resource practices implementation",
      "human resource systems management",
      "involuntary exit management",
      "learning and development programme management",
      "voluntary exit management"
    ],
    "attractions operations director": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "financial management",
      "business continuity planning",
      "service excellence",
      "business planning",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "business performance management",
      "vendor management",
      "workplace safety and health performance management",
      "systems thinking application",
      "business data analysis",
      "succession planning",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "merchandise buying",
      "merchandise performance analysis",
      "tourism and economic development",
      "employee and labour relations"
    ],
    "attractions operations manager": [
      "stakeholder management",
      "budgeting",
      "financial management",
      "learning and development",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "internet of things management",
      "business performance management",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "strategy implementation",
      "systems thinking application",
      "business data analysis",
      "succession planning",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "merchandise performance analysis",
      "financial planning and analysis",
      "merchandise buying",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions transportation operations",
      "attractions ride and equipment maintenance",
      "tourism and economic development",
      "attractions membership, admission and ticketing management"
    ],
    "attractions operations supervisor / attractions operations executive": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "business performance management",
      "vendor management",
      "technology application",
      "workplace safety and health performance management",
      "business data analysis",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "risk management and administration",
      "financial planning and analysis",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions transportation operations",
      "attractions ride and equipment maintenance",
      "tourism and economic development",
      "attractions membership, admission and ticketing management"
    ],
    "audit associate / audit assistant associate": [
      "stakeholder management",
      "data analytics",
      "data governance",
      "programming and coding",
      "internal controls",
      "accounting standards",
      "business acumen",
      "cyber security",
      "project execution and control",
      "macroeconomic analysis",
      "professional and business ethics",
      "risk assessment",
      "professional scepticism and judgment",
      "financial statements analysis",
      "auditing and assurance standards",
      "engagement quality control",
      "engagement execution",
      "digital technology environment scanning",
      "auditor independence",
      "taxation laws"
    ],
    "audit manager": [
      "stakeholder management",
      "change management",
      "data analytics",
      "business development",
      "conflict management",
      "data governance",
      "programming and coding",
      "disruption management",
      "internal controls",
      "cyber security",
      "project execution and control",
      "business acumen",
      "macroeconomic analysis",
      "accounting standards",
      "financial statements analysis",
      "risk assessment",
      "professional scepticism and judgment",
      "professional and business ethics",
      "engagement execution",
      "engagement review",
      "engagement quality control",
      "engagement planning",
      "auditing and assurance standards",
      "engagement completion and reporting",
      "digital technology environment scanning",
      "business innovation and improvement",
      "auditor independence",
      "taxation laws"
    ],
    "audit partner / audit director": [
      "stakeholder management",
      "change management",
      "data analytics",
      "business development",
      "conflict management",
      "data governance",
      "programming and coding",
      "disruption management",
      "internal controls",
      "cyber security",
      "project execution and control",
      "business acumen",
      "macroeconomic analysis",
      "accounting standards",
      "governance",
      "risk assessment",
      "professional scepticism and judgment",
      "professional and business ethics",
      "engagement planning",
      "financial statements analysis",
      "engagement review",
      "engagement quality control",
      "auditing and assurance standards",
      "engagement completion and reporting",
      "digital technology environment scanning",
      "business innovation and improvement",
      "auditor independence",
      "taxation laws"
    ],
    "audit senior": [
      "stakeholder management",
      "change management",
      "data analytics",
      "conflict management",
      "data governance",
      "programming and coding",
      "internal controls",
      "accounting standards",
      "business acumen",
      "cyber security",
      "project execution and control",
      "macroeconomic analysis",
      "risk assessment",
      "professional scepticism and judgment",
      "professional and business ethics",
      "engagement planning",
      "financial statements analysis",
      "engagement review",
      "engagement quality control",
      "auditing and assurance standards",
      "engagement execution",
      "engagement completion and reporting",
      "digital technology environment scanning",
      "auditor independence",
      "taxation laws"
    ],
    "automation and orchestration engineer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "performance management",
      "business environment analysis",
      "vendor management",
      "emerging technology synthesis",
      "business risk management",
      "test planning",
      "system integration",
      "business innovation",
      "process improvement and optimisation",
      "contract management",
      "network configuration",
      "business requirements mapping",
      "business needs analysis",
      "network administration and maintenance",
      "software configuration",
      "security administration",
      "service level management",
      "problem management",
      "radio frequency engineering",
      "procurement",
      "configuration tracking",
      "network slicing",
      "cyber and data breach incident management",
      "network security"
    ],
    "automation coordinator / robot coordinator": [
      "innovation management",
      "emergency response management",
      "internet of things management",
      "additive manufacturing",
      "data synthesis",
      "quality system management",
      "manufacturing process management",
      "machining",
      "lean manufacturing",
      "equipment maintenance",
      "embedded systems integration",
      "laser and optics application",
      "automated operation monitoring",
      "automation process control",
      "continuous process improvement",
      "cutting",
      "automated system design",
      "surface preparation and protection",
      "production shut-down and re-start",
      "product and machine assembly",
      "precision measurement",
      "non-destructive testing",
      "material joining",
      "maintenance coordination",
      "augmented reality application",
      "failure analysis",
      "computer-aided manufacturing",
      "manufacturing technology",
      "automation systems maintenance",
      "plastic injection moulding",
      "pneumatic systems management",
      "cleanliness and contamination control",
      "production line set-up",
      "computer-aided design",
      "quality process control",
      "virtual reality application",
      "workplace safety and health practice"
    ],
    "auxiliary police officer": [
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "threat observation",
      "crowd and traffic control management",
      "information collection",
      "self-defence",
      "arrestation",
      "security screening management",
      "security operation compliance",
      "security escort",
      "canine handling",
      "incident response",
      "deterrence",
      "guard and patrol",
      "alarm system management",
      "firearm handling",
      "executive protection",
      "environment observation",
      "documentation",
      "first-aid"
    ],
    "auxiliary police officer supervisor / team leader": [
      "innovation management",
      "performance management",
      "manpower planning",
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "threat observation",
      "documentation",
      "environment observation",
      "self-defence",
      "arrestation",
      "security screening management",
      "security risk analysis",
      "security operation compliance",
      "security event management",
      "security escort",
      "capability development",
      "confidentiality management",
      "conflict resolution management",
      "crowd and traffic control management",
      "alarm system management",
      "incident response",
      "guard and patrol",
      "executive protection",
      "information collection"
    ],
    "back end developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "system integration",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "data design",
      "problem management",
      "continuous integration and continuous deployment",
      "configuration tracking",
      "quality standards",
      "service level management",
      "cloud computing",
      "software design",
      "applications support and enhancement",
      "agile software development"
    ],
    "baggage services assistant": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "accident and incident response management",
      "baggage services management",
      "ground handling services and operations management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "baggage security screening operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "baggage lost and found operations",
      "baggage handling operations",
      "airside driving",
      "hazard and risk control and policy management"
    ],
    "baggage services officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "accident and incident response management",
      "baggage services management",
      "ground handling services and operations management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "baggage security screening operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "baggage lost and found operations",
      "baggage handling operations",
      "airside driving",
      "hazard and risk control and policy management"
    ],
    "baker": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "food science application",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "pastry preparation",
      "legislative and regulatory compliance",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "bread preparation",
      "cost control and management",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "customer data analysis",
      "workplace safety and health for food and beverage operations"
    ],
    "barista": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "food waste disposal and reduction",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "non-alcoholic beverage preparation",
      "legislative and regulatory compliance",
      "halal certification compliance for food and beverages operations",
      "cost control and management",
      "customer data analysis",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "workplace safety and health for food and beverage operations"
    ],
    "barista supervisor / senior barista": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "business planning",
      "crisis management",
      "data analytics",
      "quality assurance management",
      "people management",
      "systems thinking application",
      "loss and risk prevention management",
      "food safety and hygiene",
      "food product marketing",
      "non-alcoholic beverage preparation",
      "service innovation management",
      "personal performance management",
      "productivity optimisation for food and beverages operations",
      "system and work process improvement",
      "technology application and implementation",
      "workforce diversity and inclusion",
      "legislative and regulatory compliance",
      "food waste disposal and reduction",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "cost control and management",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "workplace safety and health for food and beverage operations"
    ],
    "bartender": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "alcoholic beverage preparation",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "non-alcoholic beverage preparation",
      "legislative and regulatory compliance",
      "food waste disposal and reduction",
      "food and beverage visual merchandising presentation",
      "cost control and management",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "customer data analysis",
      "workplace safety and health for food and beverage operations"
    ],
    "bartender supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "business planning",
      "crisis management",
      "data analytics",
      "quality assurance management",
      "people management",
      "systems thinking application",
      "food safety and hygiene",
      "food product marketing",
      "loss and risk prevention management",
      "non-alcoholic beverage preparation",
      "service innovation management",
      "personal performance management",
      "productivity optimisation for food and beverages operations",
      "system and work process improvement",
      "technology application and implementation",
      "workforce diversity and inclusion",
      "legislative and regulatory compliance",
      "alcoholic beverage preparation",
      "information and communication technology disaster recovery management",
      "food waste disposal and reduction",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "cost control and management",
      "workplace safety and health for food and beverage operations"
    ],
    "beginning early intervention educator": [
      "resilience and self-care",
      "learning environment design",
      "child functional needs assessment",
      "health, hygiene and nutrition for children",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "individualised intervention planning and implementation",
      "family and caregiver engagement",
      "child observation",
      "early intervention principles and practices",
      "early intervention curriculum design",
      "diversity and inclusion",
      "data and information management",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "beginning early intervention teacher": [
      "stakeholder management",
      "resilience and self-care",
      "emergency response and crisis management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "reflexive practice",
      "social service programme development",
      "social service programme evaluation",
      "social service programme implementation",
      "trends evaluation and application"
    ],
    "beginning early years educator": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "beginning infant educator": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "beginning preschool educator": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "bell captain": [
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "bell service delivery",
      "people development",
      "service innovation",
      "service leadership",
      "service planning and implementation",
      "technology adoption and innovation",
      "threat observation",
      "customer challenges management",
      "legal compliance management",
      "tourism promotion"
    ],
    "bellhop / bell attendant": [
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "service planning and implementation",
      "threat observation",
      "bell service delivery",
      "customer challenges management",
      "legal compliance management",
      "technology adoption and innovation",
      "tourism promotion"
    ],
    "billing and settlement executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "technical report writing",
      "billing and settlement administration",
      "billing enquiry management",
      "billing process improvement management",
      "technology and systems application"
    ],
    "billing and settlement senior executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "staff training facilitation",
      "technical report writing",
      "billing and data risk management",
      "billing and settlement administration",
      "billing enquiry management",
      "billing process improvement management",
      "business intelligence and data analytics",
      "business-to-business customer relationship management",
      "business-to-customer management",
      "customer service innovation management",
      "people capability development",
      "technology and systems application"
    ],
    "bioprocess engineer (food applications)": [
      "innovation management",
      "project management",
      "quality assurance management",
      "systems thinking",
      "product testing",
      "data synthesis",
      "quality system management",
      "process validation",
      "good manufacturing practices implementation",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "business needs analysis",
      "laboratory data analysis",
      "laboratory management",
      "food safety management",
      "food safety analysis",
      "technical report writing",
      "product improvement",
      "recipe formulation",
      "sense making",
      "production bioprocess development",
      "technology transfer",
      "advanced processing technology",
      "problem solving",
      "novel food application",
      "new product introduction for food",
      "intellectual property commercialisation and exploitation",
      "food technology application",
      "food manufacturing process design",
      "decision making",
      "customer data analysis",
      "creative thinking",
      "communication",
      "collaboration",
      "transdisciplinary thinking"
    ],
    "boom operator": [
      "workplace safety and health",
      "sound recording operations",
      "production operations"
    ],
    "branch manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "strategy planning",
      "customer experience management",
      "business performance management",
      "customer relationship management",
      "market profiling",
      "sales target management",
      "business risk assessment",
      "fraud risk management",
      "product advisory",
      "product performance management",
      "service challenges",
      "account management",
      "ethical culture",
      "standard operating procedures development",
      "compliance mindset development",
      "people performance management",
      "personal finance advisory"
    ],
    "brand associate / assistant": [
      "stakeholder management",
      "market research",
      "data analytics",
      "crisis management",
      "business opportunities development",
      "knowledge management",
      "customer acquisition management",
      "customer behaviour analysis",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "brand portfolio management",
      "website design",
      "business risk assessment",
      "e-commerce campaign management",
      "intellectual property management",
      "social media management",
      "consumer intelligence analysis",
      "website performance management",
      "events planning and management",
      "international marketing programmes management",
      "market trend analysis",
      "brand campaign management",
      "infographics and data visualisation",
      "brand guideline development",
      "communications channel management",
      "project administration",
      "user interface and user experience (ui/ux) optimisation",
      "sentiment analysis",
      "public relations campaign management",
      "idea generation and selection",
      "product styling",
      "process improvement",
      "problem identification",
      "data-mining and modelling",
      "customer experience innovation",
      "compliance with legal regulations",
      "business operational planning",
      "workplace communications"
    ],
    "brand director": [
      "stakeholder management",
      "market research",
      "business continuity management",
      "business opportunities development",
      "data analytics",
      "crisis management",
      "business continuity planning",
      "knowledge management",
      "customer acquisition management",
      "customer behaviour analysis",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "brand portfolio management",
      "intellectual property management",
      "business risk assessment",
      "e-commerce campaign management",
      "events planning and management",
      "website performance management",
      "customer loyalty and retention strategy formulation",
      "consumer intelligence analysis",
      "social media management",
      "business relationship building",
      "project cost",
      "organisational planning and target setting",
      "market trend analysis",
      "project feasibility",
      "brand campaign management",
      "market entry strategy formulation",
      "international marketing programmes management",
      "infographics and data visualisation",
      "communications channel management",
      "brand guideline development",
      "project risk",
      "business operational planning",
      "user interface and user experience (ui/ux) optimisation",
      "compliance with legal regulations",
      "sentiment analysis",
      "public relations campaign management",
      "project timeline",
      "project scope",
      "project quality",
      "project resources",
      "project plan",
      "project integration",
      "customer experience innovation",
      "data-mining and modelling",
      "project after action review",
      "process improvement",
      "organisational strategy formulation",
      "organisational alignment and interdependency analysis",
      "workplace communications"
    ],
    "brand executive / customer loyalty executive": [
      "stakeholder management",
      "market research",
      "data analytics",
      "crisis management",
      "business opportunities development",
      "knowledge management",
      "customer acquisition management",
      "customer behaviour analysis",
      "business environment analysis",
      "customer relationship management",
      "brand portfolio management",
      "market profiling",
      "website design",
      "business risk assessment",
      "e-commerce campaign management",
      "intellectual property management",
      "consumer intelligence analysis",
      "website performance management",
      "social media management",
      "events planning and management",
      "brand guideline development",
      "project cost",
      "market trend analysis",
      "brand campaign management",
      "international marketing programmes management",
      "infographics and data visualisation",
      "communications channel management",
      "business operational planning",
      "user interface and user experience (ui/ux) optimisation",
      "compliance with legal regulations",
      "customer experience innovation",
      "sentiment analysis",
      "retail space utilisation",
      "public relations campaign management",
      "project timeline",
      "project scope",
      "project risk",
      "project quality",
      "project plan",
      "data-mining and modelling",
      "project administration",
      "product styling",
      "process improvement",
      "problem identification",
      "idea generation and selection",
      "workplace communications"
    ],
    "brand manager / customer loyalty manager": [
      "stakeholder management",
      "market research",
      "business opportunities development",
      "crisis management",
      "data analytics",
      "knowledge management",
      "customer acquisition management",
      "business environment analysis",
      "customer behaviour analysis",
      "brand portfolio management",
      "market profiling",
      "customer relationship management",
      "business risk assessment",
      "website design",
      "e-commerce campaign management",
      "intellectual property management",
      "events planning and management",
      "social media management",
      "customer loyalty and retention strategy formulation",
      "consumer intelligence analysis",
      "website performance management",
      "project feasibility",
      "project cost",
      "organisational planning and target setting",
      "market trend analysis",
      "brand guideline development",
      "brand campaign management",
      "market entry strategy formulation",
      "infographics and data visualisation",
      "communications channel management",
      "international marketing programmes management",
      "project risk",
      "business operational planning",
      "user interface and user experience (ui/ux) optimisation",
      "compliance with legal regulations",
      "customer experience innovation",
      "sentiment analysis",
      "retail space utilisation",
      "public relations campaign management",
      "project timeline",
      "project scope",
      "project quality",
      "project resources",
      "project plan",
      "project integration",
      "data-mining and modelling",
      "idea generation and selection",
      "project after action review",
      "project administration",
      "process improvement",
      "problem identification",
      "organisational strategy formulation",
      "organisational alignment and interdependency analysis",
      "workplace communications"
    ],
    "branding, marketing & communications director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "strategy planning",
      "manpower planning",
      "corporate governance",
      "risk management",
      "knowledge management",
      "partnership management",
      "project feasibility assessment",
      "marketing campaign management",
      "vendor management",
      "networking",
      "brand management",
      "data governance",
      "digital marketing",
      "contract development and management",
      "marketing communications plan development",
      "public relations management",
      "media strategy development",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "social media marketing",
      "vision leadership",
      "events planning and management",
      "disruption management",
      "data mining and modelling",
      "business relationship building",
      "people and performance management",
      "effective board member",
      "proposal writing",
      "organisation and board relationship",
      "sponsorship management",
      "technology adoption and innovation",
      "business innovation and improvement",
      "legal compliance management",
      "content marketing strategy",
      "industry knowledge, research and analysis",
      "management decision making"
    ],
    "branding, marketing & communications manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "risk management",
      "knowledge management",
      "partnership management",
      "project feasibility assessment",
      "vendor management",
      "marketing campaign management",
      "data governance",
      "digital marketing",
      "networking",
      "contract development and management",
      "marketing communications plan development",
      "brand management",
      "public relations management",
      "strategy implementation",
      "workplace safety and health",
      "media strategy development",
      "business presentation delivery",
      "events planning and management",
      "data mining and modelling",
      "social media marketing",
      "business relationship building",
      "vision leadership",
      "people and performance management",
      "proposal writing",
      "sponsorship management",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "content marketing strategy",
      "technology adoption and innovation",
      "business innovation and improvement",
      "management decision making"
    ],
    "branding, marketing & communications senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "continuous improvement management",
      "risk management",
      "knowledge management",
      "partnership management",
      "project feasibility assessment",
      "vendor management",
      "marketing campaign management",
      "networking",
      "brand management",
      "digital marketing",
      "data governance",
      "contract development and management",
      "marketing communications plan development",
      "media strategy development",
      "public relations management",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "data mining and modelling",
      "business relationship building",
      "social media marketing",
      "proposal writing",
      "sponsorship management",
      "management decision making",
      "industry knowledge, research and analysis",
      "content marketing strategy",
      "technology adoption and innovation",
      "business innovation and improvement",
      "legal compliance management"
    ],
    "broker / business development executive - brokers": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "networking",
      "sales target management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "market research and analysis"
    ],
    "brokerage supervisor / freight supervisor": [
      "stakeholder management",
      "cargo tracking system administration",
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "bulk cargo administration",
      "cargo issuance and dispatch",
      "customer management",
      "cargo and receipt inspection",
      "cold chain operations administration",
      "livestock cargo administration",
      "pricing for cargo services and operations",
      "time sensitive cargo delivery management"
    ],
    "building executive / facilities executive / property executive": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "people management",
      "condition-based assets monitoring management",
      "incident and accident investigation",
      "robotic and automation technology application",
      "technical inspection",
      "procurement coordination and policy development",
      "security surveillance management",
      "inventory management",
      "value engineering",
      "design for safety",
      "project risk management",
      "data collection and analysis",
      "smart facilities management",
      "building management system implementation and control",
      "integrated digital delivery application",
      "indoor environmental quality improvement",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "contract administration and management",
      "life cycle costing and analysis"
    ],
    "building officer / facilities officer / property officer": [
      "stakeholder management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "people management",
      "condition-based assets monitoring management",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "incident and accident investigation",
      "technical inspection",
      "inventory management",
      "security surveillance management",
      "value engineering",
      "integrated digital delivery application",
      "smart facilities management",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "building management system implementation and control"
    ],
    "building supervisor": [
      "emergency response management",
      "continuous improvement management",
      "manpower planning",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "incident and accident investigation",
      "condition-based assets monitoring management",
      "quality system management",
      "security surveillance management",
      "inventory management",
      "smart facilities management",
      "building management system implementation and control",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "integrated digital delivery application"
    ],
    "bus captain": [
      "crisis management",
      "service excellence",
      "workplace safety and health culture development",
      "bus equipment and systems operation",
      "bus fare management",
      "bus regulatory compliance",
      "bus vehicle operations",
      "health and fatigue risk management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "bus operations control centre manager": [
      "stakeholder management",
      "change management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "crisis management",
      "data and statistical analytics",
      "report writing",
      "workplace safety and health culture development",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "health and fatigue risk management",
      "manpower planning and deployment",
      "bus operations control management",
      "bus regulatory compliance",
      "workplace safety and health for incident and accident investigation"
    ],
    "business analyst / artificial intelligence translator": [
      "stakeholder management",
      "change management",
      "project management",
      "performance management",
      "partnership management",
      "business environment analysis",
      "business needs analysis",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "design thinking practice",
      "business innovation",
      "business risk management",
      "process improvement and optimisation",
      "business process re-engineering",
      "strategy implementation",
      "test planning",
      "data visualisation",
      "business requirements mapping",
      "organisational design",
      "software testing",
      "system integration",
      "technical sales support",
      "data strategy",
      "solution architecture"
    ],
    "business analyst / market research analyst / market analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "project management",
      "business negotiation",
      "learning and development",
      "continuous improvement management",
      "data analytics",
      "business opportunities development",
      "conflict management",
      "business performance management",
      "demand analysis",
      "market profiling",
      "capital expenditure and investment evaluation",
      "systems thinking application",
      "data mining and modelling",
      "technology integration",
      "product development",
      "resource management",
      "solutions design thinking"
    ],
    "business architect": [
      "stakeholder management",
      "change management",
      "project management",
      "performance management",
      "strategy planning",
      "partnership management",
      "business performance management",
      "business environment analysis",
      "project feasibility assessment",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "business risk management",
      "strategy implementation",
      "business process re-engineering",
      "business innovation",
      "process improvement and optimisation",
      "design thinking practice",
      "data visualisation",
      "business requirements mapping",
      "business needs analysis",
      "sustainability management",
      "organisational design",
      "enterprise architecture",
      "business agility",
      "solution architecture",
      "it strategy"
    ],
    "business controller / finance director": [
      "stakeholder management",
      "change management",
      "financial management",
      "data analytics",
      "business planning",
      "business development",
      "performance management",
      "conflict management",
      "risk management",
      "data governance",
      "capital expenditure and investment evaluation",
      "financial planning",
      "disruption management",
      "audit compliance",
      "cost management",
      "corporate and business law",
      "financial reporting",
      "macroeconomic analysis",
      "non-financial reporting",
      "regulatory strategy",
      "professional and business ethics",
      "tax implications",
      "accounting and tax systems",
      "management decision making",
      "financial reporting quality",
      "finance business partnering",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "business process management",
      "business innovation and improvement",
      "taxation laws"
    ],
    "business development director": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "financial management",
      "learning and development",
      "budgeting",
      "business opportunities development",
      "corporate governance",
      "strategy planning",
      "business performance management",
      "networking",
      "business data analysis",
      "organisational vision, mission and values formulation",
      "succession planning",
      "resource management",
      "technology scanning",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "business development director / country route development director / trade lane director / freight trade director": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "business continuity management",
      "financial management",
      "business development",
      "corporate governance",
      "strategy planning",
      "public relations management",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "logistics solutions marketing",
      "strategic human resource management",
      "strategic service excellence"
    ],
    "business development executive / distribution executive / channel executive / partnerships and affinity management executive": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "networking",
      "business risk assessment",
      "account management",
      "product advisory",
      "ethical culture",
      "channel management",
      "market research and analysis"
    ],
    "business development manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "networking",
      "learning and development",
      "innovation management",
      "change management",
      "project management",
      "strategy planning",
      "contract development and management",
      "business performance management",
      "partnership management",
      "marketing campaign management",
      "financial management",
      "organisational analysis",
      "data analytics",
      "business planning",
      "continuous improvement management",
      "corporate governance",
      "business development",
      "conflict management",
      "manpower planning",
      "customer experience management",
      "customer acquisition management",
      "technology application",
      "project feasibility assessment",
      "vendor management",
      "enterprise risk management",
      "business environment analysis",
      "market profiling",
      "digital marketing",
      "demand analysis",
      "sales target management",
      "business data analysis",
      "systems thinking application",
      "strategy implementation",
      "capital expenditure and investment evaluation",
      "financial planning and analysis",
      "resource management",
      "organisational strategising",
      "technology integration",
      "effectiveness management",
      "succession planning",
      "business needs analysis",
      "data mining and modelling",
      "sales strategy",
      "organisational vision, mission and values formulation",
      "contract management",
      "stakeholder engagement and management",
      "product development",
      "research data analysis",
      "marketing communication plan development",
      "customer relationship management operations",
      "technology scanning",
      "solutions design thinking",
      "mergers and acquisition",
      "technical sales support",
      "tourism and economic development",
      "organisation management"
    ],
    "business development manager - brokers": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "networking",
      "sales target management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "market research and analysis"
    ],
    "business development manager / distribution manager / channel manager / partnerships and affinity management manager": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "networking",
      "business risk assessment",
      "account management",
      "product advisory",
      "ethical culture",
      "channel management",
      "market research and analysis"
    ],
    "business development manager / sales and marketing manager / vertical sales account manager / key account manager / project cargo sales manager / route development manager / trade lane manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "financial management",
      "business development",
      "strategy planning",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "logistics solutions marketing",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for warehouse services and operations",
      "strategic service excellence"
    ],
    "business intelligence director": [
      "stakeholder management",
      "learning and development",
      "project management",
      "budgeting",
      "data analytics",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "data governance",
      "networking",
      "business innovation",
      "strategy implementation",
      "design thinking practice",
      "data visualisation",
      "business needs analysis",
      "people and performance management",
      "data ethics"
    ],
    "business intelligence manager": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "data governance",
      "networking",
      "business innovation",
      "strategy implementation",
      "design thinking practice",
      "data visualisation",
      "business needs analysis",
      "people and performance management",
      "data ethics"
    ],
    "business manager": [
      "stakeholder management",
      "project management",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "risk management",
      "sales target management",
      "business process re-engineering",
      "business requirements mapping",
      "disruption management",
      "regulatory compliance",
      "ethical culture",
      "people performance management"
    ],
    "business process excellence engineer / operations specialist / industrial operations engineer": [
      "stakeholder management",
      "market research",
      "financial management",
      "data and statistical analytics",
      "knowledge management",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "automation design",
      "autonomous logistics design and application",
      "information technology and network security",
      "intellectual property (ip) management",
      "logistics operations research and planning",
      "logistics process quality management",
      "logistics solution product / project management",
      "supply chain solutioning / modelling / planning / strategising"
    ],
    "business process improvement executive": [
      "change management",
      "project management",
      "continuous improvement management",
      "business performance management",
      "business environment analysis",
      "technology application",
      "business process re-engineering",
      "benchmarking",
      "business requirements mapping",
      "data mining and modelling",
      "ethical culture",
      "data analytics and computational modelling",
      "information technology application support and monitoring"
    ],
    "business valuation associate / business valuation executive": [
      "stakeholder management",
      "business planning",
      "data analytics",
      "business development",
      "financial analysis",
      "data governance",
      "benchmarking",
      "financial modelling",
      "business acumen",
      "macroeconomic analysis",
      "corporate and business law",
      "valuation approaches and methodologies",
      "valuation conclusion and reporting",
      "valuation research and analysis",
      "digital technology environment scanning",
      "professional and business ethics",
      "taxation laws",
      "valuation of different classes of interest"
    ],
    "business valuation manager": [
      "stakeholder management",
      "business planning",
      "data analytics",
      "business development",
      "data governance",
      "financial analysis",
      "benchmarking",
      "financial modelling",
      "project execution and control",
      "valuation conclusion and reporting",
      "valuation approaches and methodologies",
      "project feasibility",
      "valuation research and analysis",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "professional and business ethics",
      "taxation laws",
      "digital technology environment scanning",
      "valuation of different classes of interest",
      "financial statements analysis"
    ],
    "business valuation partner / business valuation director": [
      "stakeholder management",
      "business planning",
      "data analytics",
      "business development",
      "data governance",
      "financial analysis",
      "benchmarking",
      "financial modelling",
      "project execution and control",
      "valuation conclusion and reporting",
      "valuation approaches and methodologies",
      "project feasibility",
      "valuation research and analysis",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "professional and business ethics",
      "taxation laws",
      "digital technology environment scanning",
      "valuation of different classes of interest",
      "financial statements analysis"
    ],
    "business valuation senior / business valuation senior executive": [
      "stakeholder management",
      "business planning",
      "data analytics",
      "business development",
      "data governance",
      "financial analysis",
      "benchmarking",
      "financial modelling",
      "project execution and control",
      "valuation conclusion and reporting",
      "valuation approaches and methodologies",
      "project feasibility",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "valuation research and analysis",
      "professional and business ethics",
      "taxation laws",
      "digital technology environment scanning",
      "valuation of different classes of interest"
    ],
    "business-to-business sales and key accounts executive": [
      "continuous improvement management",
      "internet of things management",
      "public relations management",
      "contract management",
      "data management",
      "third party management",
      "business intelligence and data analytics",
      "business-to-business customer relationship management",
      "credit management",
      "sales and business development",
      "sales strategy development",
      "technology and systems application"
    ],
    "business-to-business sales and key accounts manager": [
      "continuous improvement management",
      "internet of things management",
      "public relations management",
      "contract management",
      "data management",
      "staff training facilitation",
      "third party management",
      "business intelligence and data analytics",
      "business-to-business customer relationship management",
      "credit management",
      "people capability development",
      "sales and business development",
      "sales strategy development",
      "technology and systems application"
    ],
    "business-to-business sales and key accounts senior executive": [
      "continuous improvement management",
      "internet of things management",
      "public relations management",
      "contract management",
      "data management",
      "staff training facilitation",
      "third party management",
      "business intelligence and data analytics",
      "business-to-business customer relationship management",
      "credit management",
      "people capability development",
      "sales and business development",
      "sales strategy development",
      "technology and systems application"
    ],
    "business-to-customer sales executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "product performance management",
      "third party management",
      "sales strategy development",
      "technology and systems application"
    ],
    "business-to-customer sales manager": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "product performance management",
      "staff training facilitation",
      "third party management",
      "billing process improvement management",
      "business intelligence and data analytics",
      "people capability development",
      "sales strategy development",
      "technology and systems application"
    ],
    "business-to-customer sales senior executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "product performance management",
      "staff training facilitation",
      "third party management",
      "business intelligence and data analytics",
      "people capability development",
      "sales strategy development",
      "technology and systems application"
    ],
    "butler / club floor officer / club floor agent": [
      "service excellence",
      "workplace safety and health performance management",
      "crisis management",
      "customer experience management",
      "people and relationship management",
      "productivity improvement",
      "customer feedback and relationship management",
      "customer challenges management",
      "sales delivery",
      "service information and results",
      "service innovation",
      "service planning and implementation",
      "threat observation",
      "legal compliance management",
      "butler service delivery",
      "club floor operations management",
      "technology adoption and innovation",
      "tourism promotion",
      "asset and inventory management"
    ],
    "butler supervisor / club floor executive / club floor supervisor": [
      "innovation management",
      "crisis management",
      "service excellence",
      "customer experience management",
      "workplace safety and health performance management",
      "threat observation",
      "productivity improvement",
      "staff management",
      "service coaching",
      "people and relationship management",
      "loss and risk prevention management",
      "service leadership",
      "people and performance management",
      "people development",
      "service planning and implementation",
      "organisational relationship building",
      "service information and results",
      "service innovation",
      "club floor operations management",
      "technology adoption and innovation",
      "customer challenges management",
      "customer feedback and relationship management",
      "environmental sustainability management",
      "sales delivery",
      "legal compliance management",
      "butler service delivery",
      "asset and inventory management"
    ],
    "cabin crew": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "service excellence",
      "technology application",
      "service challenges",
      "people and relationship management",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "accident and incident response management",
      "airline operations management",
      "in-flight emergency management",
      "service branding and coaching",
      "in-flight customer services",
      "human factors management",
      "food and beverage services",
      "cabin safety management",
      "cabin preparation",
      "cabin hygiene and cleanliness",
      "behavioural analysis and predictive screening",
      "internet of things application"
    ],
    "cabin crew executive": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "data analytics",
      "manpower planning",
      "technology application",
      "crisis communication and media management",
      "service innovation",
      "standard operating procedures development",
      "airline operations management",
      "cabin crew performance management",
      "hazard and risk control and policy management",
      "human factors management",
      "internet of things application",
      "service branding and coaching"
    ],
    "cabin crew manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "data analytics",
      "manpower planning",
      "technology application",
      "crisis communication and media management",
      "service innovation",
      "standard operating procedures development",
      "human factors management",
      "internet of things application",
      "hazard and risk control and policy management",
      "service branding and coaching",
      "cabin crew performance management",
      "airline operations management"
    ],
    "cabin crew team lead / cabin crew auditor": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "service excellence",
      "technology application",
      "service challenges",
      "people and relationship management",
      "service coaching",
      "standard operating procedures development",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "accident and incident response management",
      "service branding and coaching",
      "food and beverage services",
      "airline operations management",
      "cabin hygiene and cleanliness",
      "internet of things application",
      "cabin preparation",
      "in-flight emergency management",
      "in-flight customer services",
      "cabin crew performance management",
      "human factors management",
      "cabin safety management"
    ],
    "camera operator (specialty camera operation, electronic news gathering and electronic field production operation)": [
      "project management",
      "production team and crew selection",
      "lighting operations",
      "video editing",
      "sound recording operations",
      "procurement for production operations",
      "visual style development",
      "multi-camera operations",
      "holographic camera operations",
      "aerial camera operations",
      "high speed camera operations",
      "sound editing",
      "cranes, remote heads and jibs operations",
      "stabilised camera operations",
      "underwater camera operations",
      "vehicle camera operations",
      "camera operations",
      "360 degree camera operations"
    ],
    "capability building director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "business opportunities development",
      "business continuity planning",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "business environment analysis",
      "project feasibility assessment",
      "data governance",
      "networking",
      "contract development and management",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "learning needs analysis",
      "data mining and modelling",
      "vision leadership",
      "business relationship building",
      "disruption management",
      "organisation and board relationship",
      "emerging technology",
      "people and performance management",
      "effective board member",
      "proposal writing",
      "customer relationship management operations",
      "learning programme evaluation",
      "industry knowledge, research and analysis",
      "learning and development programme management",
      "management decision making",
      "technology adoption and innovation",
      "business innovation and improvement",
      "legal compliance management",
      "learning experience delivery"
    ],
    "capability building manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "continuous improvement management",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "data governance",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "business relationship building",
      "vision leadership",
      "learning needs analysis",
      "data mining and modelling",
      "proposal writing",
      "people and performance management",
      "emerging technology",
      "customer relationship management operations",
      "business innovation and improvement",
      "technology adoption and innovation",
      "legal compliance management",
      "management decision making",
      "industry knowledge, research and analysis",
      "learning and development programme management",
      "learning programme evaluation",
      "learning experience delivery"
    ],
    "capability building senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data analytics",
      "risk management",
      "partnership management",
      "knowledge management",
      "business environment analysis",
      "vendor management",
      "project feasibility assessment",
      "contract development and management",
      "data governance",
      "networking",
      "workplace safety and health",
      "business presentation delivery",
      "learning needs analysis",
      "data mining and modelling",
      "business relationship building",
      "emerging technology",
      "customer relationship management operations",
      "proposal writing",
      "learning experience delivery",
      "learning programme evaluation",
      "legal compliance management",
      "management decision making",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement",
      "learning and development programme management"
    ],
    "capacity management executive": [
      "stakeholder management",
      "business data analysis",
      "process improvement and optimisation",
      "cargo tracking system administration",
      "delivery management",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "cargo handling and stowage",
      "documentation and administration",
      "logistics operations research and planning",
      "ship operations"
    ],
    "capacity manager": [
      "stakeholder management",
      "partnership management",
      "business data analysis",
      "process improvement and optimisation",
      "cargo tracking system administration",
      "delivery management",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "documentation and administration",
      "logistics operations research and planning",
      "ship operations"
    ],
    "captain": [
      "stakeholder management",
      "learning and development",
      "technology application",
      "standard operating procedures development",
      "dangerous goods management",
      "human factors management",
      "pre-flight preparation",
      "post-landing operations",
      "inclement weather operations and planning",
      "aircraft cruise operations",
      "aircraft dispatch",
      "airline operations management",
      "aircraft take-off operations",
      "aircraft manual handling",
      "aircraft landing operations",
      "aircraft emergency management",
      "flight deck communications"
    ],
    "carbon accountant": [
      "stakeholder management",
      "data analytics",
      "quality assurance management",
      "financial analysis",
      "data governance",
      "carbon footprint management",
      "benchmarking",
      "regulatory compliance",
      "project execution and control",
      "business acumen",
      "carbon reporting",
      "climate reporting",
      "collaboration",
      "communication",
      "decision making",
      "digital fluency",
      "environment impact assessment",
      "business innovation and improvement",
      "greenhouse gas accounting",
      "problem solving",
      "audit frameworks"
    ],
    "carbon auditor": [
      "stakeholder management",
      "quality assurance management",
      "continuous process improvement",
      "carbon footprint management",
      "regulatory risk assessment",
      "regulatory compliance",
      "audit and review management",
      "audit compliance",
      "data collection and analysis",
      "business acumen",
      "technical report writing",
      "communication",
      "decision making",
      "digital fluency",
      "collaboration",
      "climate reporting",
      "carbon reporting",
      "sense making"
    ],
    "carbon investment specialist": [
      "stakeholder management",
      "continuous improvement management",
      "business environment analysis",
      "risk compliance and governance",
      "financial analysis",
      "business risk assessment",
      "capital expenditure and investment evaluation",
      "regulatory compliance",
      "data management",
      "carbon footprint management",
      "environment and social governance",
      "valuation",
      "communication",
      "collaboration",
      "customer orientation",
      "business intelligence and data analytics",
      "deal origination and structuring",
      "decarbonisation project development",
      "client investment suitability",
      "market research and analysis",
      "portfolio and investment risk management",
      "carbon pricing policy advisory",
      "risk analytics",
      "carbon markets and decarbonisation strategies management",
      "transdisciplinary thinking"
    ],
    "carbon project developer": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "project feasibility assessment",
      "carbon footprint management",
      "regulatory compliance",
      "critical thinking",
      "data collection and analysis",
      "business planning management",
      "project cost",
      "problem solving",
      "sense making",
      "business intelligence and data analytics",
      "financial planning and budget management",
      "decision making",
      "communication",
      "collaboration",
      "carbon reporting",
      "carbon credit project development",
      "decarbonisation project development"
    ],
    "carbon trader": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "customer relationship management",
      "regulatory compliance",
      "data management",
      "business intelligence and data analytics",
      "portfolio and investment risk management",
      "trading reporting and assessment",
      "trading management",
      "trading analysis",
      "trade processing, fund settlement and treasury transaction processing",
      "risk and compliance management",
      "risk analytics",
      "problem solving",
      "deal origination and structuring",
      "decision making",
      "communication",
      "commodities trading management",
      "collaboration",
      "client investment suitability",
      "carbon trading",
      "carbon pricing policy advisory",
      "carbon markets and decarbonisation strategies management",
      "carbon credit project development",
      "transdisciplinary thinking"
    ],
    "carbon verifier": [
      "quality assurance management",
      "continuous process improvement",
      "regulatory compliance",
      "regulatory risk assessment",
      "business acumen",
      "data collection and analysis",
      "technical report writing",
      "carbon credit project development",
      "carbon reporting",
      "climate reporting",
      "collaboration",
      "communication",
      "decision making",
      "digital fluency",
      "regulatory strategy",
      "sense making"
    ],
    "care staff": [
      "stakeholder management",
      "conflict management",
      "resilience and self-care",
      "intervention implementation",
      "care assistance",
      "social service programme evaluation",
      "support service to seniors",
      "support service to persons with disabilities",
      "emergency response and crisis management",
      "ethics, values and legislation",
      "support service to children and youths",
      "social service programme implementation",
      "client supervision",
      "reflexive practice",
      "para-counselling",
      "social service programme development",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "trends evaluation and application"
    ],
    "cargo assistant": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "import and export documentation administration",
      "accident and incident response management",
      "cargo receipt and inspection",
      "dangerous goods management",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "inclement weather operations and planning",
      "human factors management",
      "human-robot collaboration",
      "air cargo operations management",
      "hazard and risk control and policy management",
      "ground handling services and operations management",
      "cargo warehousing operations",
      "cargo transit and transhipment management",
      "cargo tracking systems administration",
      "aircraft turnaround coordination",
      "unit load devices operations"
    ],
    "cargo officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "import and export documentation administration",
      "accident and incident response management",
      "cargo receipt and inspection",
      "dangerous goods management",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "inclement weather operations and planning",
      "human factors management",
      "human-robot collaboration",
      "air cargo operations management",
      "hazard and risk control and policy management",
      "ground handling services and operations management",
      "cargo warehousing operations",
      "cargo transit and transhipment management",
      "cargo tracking systems administration",
      "cargo load planning",
      "aircraft turnaround coordination",
      "unit load devices operations"
    ],
    "cat a certifying technician": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "augmented reality application",
      "propeller principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "aerodynamics principles application",
      "internet of things implementation",
      "aerospace maintenance practices application",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "workshop practices application"
    ],
    "catering assistant": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "food and beverage safety, hygiene and security",
      "food waste management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "food and beverage quality audit and assessment",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "kitchen production scheduling",
      "cabin loading activities",
      "airside driving",
      "human factors management"
    ],
    "catering officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "food and beverage safety, hygiene and security",
      "food waste management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "food and beverage quality audit and assessment",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "kitchen production scheduling",
      "cabin loading activities",
      "airside driving",
      "human factors management"
    ],
    "centre director / head of institute": [
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business continuity management",
      "service excellence",
      "business opportunities development",
      "crisis management",
      "corporate governance",
      "performance management",
      "partnership management",
      "knowledge management",
      "customer acquisition management",
      "quality assurance management",
      "project feasibility assessment",
      "marketing campaign management",
      "vendor management",
      "business environment analysis",
      "contract development and management",
      "networking",
      "sales target management",
      "organisational analysis",
      "intellectual property management",
      "business innovation",
      "business risk assessment",
      "talent management",
      "succession planning",
      "programme management",
      "organisational strategising",
      "customer relationship management operations",
      "financial planning and analysis",
      "research data analysis",
      "research into professional practice translation",
      "operational excellence",
      "skills framework adoption",
      "stakeholder engagement and management",
      "leadership development",
      "learning strategy development",
      "organisation management",
      "marketing communication plan development",
      "learning experience evaluation"
    ],
    "centre leader": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "child development assessment",
      "team management",
      "staff continuous learning",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "operations management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "financial administration",
      "early childhood programme planning",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "visioning and strategic planning"
    ],
    "centre manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "resilience and self-care",
      "emergency response and crisis management",
      "collaborative practices with stakeholders across disciplines",
      "visioning and strategic planning",
      "trends evaluation and application",
      "team management",
      "child safety and protection",
      "coaching and mentoring for educators",
      "collaborative practices across disciplines and sectors",
      "staff continuous learning",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "social sector policy influence",
      "situation management with families and community",
      "diversity and inclusion",
      "diversity awareness and management",
      "quality and audit management",
      "professional advice and engagement",
      "community partnership",
      "operations management",
      "data and information management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "department performance management",
      "financial administration",
      "ethics, values and legislation",
      "centre innovation and change adoption"
    ],
    "channel sales manager": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business development",
      "partnership management",
      "networking",
      "pricing strategy",
      "business needs analysis",
      "contract management",
      "sales strategy",
      "sales channel management",
      "technical sales support"
    ],
    "chartering broker": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "credit risk management",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "proposal writing",
      "resource management",
      "risk control and response planning",
      "chartering",
      "innovation"
    ],
    "chartering manager": [
      "market research",
      "business negotiation",
      "financial management",
      "budgeting",
      "business planning",
      "service excellence",
      "financial analysis",
      "networking",
      "risk compliance and governance",
      "business data analysis",
      "cash flow reporting",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "proposal writing",
      "resource management",
      "risk control and response planning",
      "innovation"
    ],
    "chef concierge / assistant chef concierge": [
      "innovation management",
      "change management",
      "customer experience management",
      "budgeting",
      "business planning",
      "business continuity planning",
      "crisis management",
      "workplace safety and health performance management",
      "business presentation delivery",
      "productivity improvement",
      "service challenges",
      "vision leadership",
      "staff management",
      "service coaching",
      "people and relationship management",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "organisational relationship building",
      "people development",
      "people and performance management",
      "loss and risk prevention management",
      "dispute resolution",
      "customer feedback and relationship management",
      "legal compliance management",
      "service innovation culture",
      "concierge and uniformed service delivery",
      "hospitality data collection and analysis",
      "environmental sustainability management",
      "technology adoption and innovation",
      "customer challenges management"
    ],
    "chief audit executive / head of internal audit": [
      "data analytics",
      "risk management",
      "enterprise risk management",
      "internal controls",
      "fraud risk management",
      "cyber security",
      "business acumen",
      "internal audit engagement execution",
      "professional standards",
      "professional and business ethics",
      "internal audit quality assurance",
      "internal audit function management",
      "internal audit engagement planning",
      "auditor independence",
      "information gathering and analysis",
      "infocomm security and data privacy",
      "financial statements analysis",
      "due professional care",
      "digital technology environment scanning",
      "business process analysis",
      "business innovation and improvement",
      "governance"
    ],
    "chief bus captain / master bus captain": [
      "crisis management",
      "service excellence",
      "workplace safety and health culture development",
      "people development",
      "bus equipment and systems operation",
      "bus fare management",
      "bus regulatory compliance",
      "bus service route operations training and development",
      "bus vehicle operations",
      "health and fatigue risk management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "chief bus controller / bus operations control centre controller": [
      "stakeholder management",
      "learning and development",
      "continuous improvement management",
      "crisis management",
      "data and statistical analytics",
      "report writing",
      "workplace safety and health culture development",
      "bus operations control management",
      "bus regulatory compliance",
      "health and fatigue risk management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief chemist / fellow": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "yield analysis",
      "technical presentation",
      "product design and development",
      "technical report writing",
      "applied research and development management",
      "materials qualification",
      "laboratory operations management",
      "business networking management",
      "continuing professional development management",
      "laboratory data reporting and analysis management"
    ],
    "chief controller / controller": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "report writing",
      "workplace safety and health culture development",
      "people development",
      "staff performance management",
      "workplace and facilities safety management",
      "track access management",
      "security management",
      "rail operations control management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail incident management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "reflexive practice",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "social policy formulation",
      "social policy development",
      "advocacy and representation",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "clinical supervision",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "chief data officer / chief artificial intelligence officer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "strategy planning",
      "performance management",
      "organisational analysis",
      "data governance",
      "emerging technology synthesis",
      "business risk management",
      "research",
      "sustainability management",
      "it standards",
      "it governance",
      "business agility",
      "quality standards",
      "data strategy",
      "data ethics",
      "business continuity",
      "enterprise architecture"
    ],
    "chief design officer / chief innovation officer / chief experience officer / chief strategy officer": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "business opportunities development",
      "emerging technology synthesis",
      "systems thinking",
      "design thinking practice",
      "intellectual property management",
      "product management",
      "business risk management",
      "business presentation delivery",
      "material studies and production processes",
      "creative entrepreneurship",
      "conceptual thinking",
      "imagination and exploration",
      "critical thinking",
      "scenario and strategic planning",
      "business model innovation",
      "empathetic design",
      "design sustainability and ethics management",
      "content development and strategy",
      "trend forecasting"
    ],
    "chief digital officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "performance management",
      "business development",
      "partnership management",
      "technology application",
      "strategy development",
      "emerging technology synthesis",
      "systems thinking",
      "people management",
      "programming and coding",
      "systems integration",
      "robotic and automation technology application",
      "3d modelling",
      "technology road mapping",
      "business process re-engineering",
      "business innovation",
      "business risk management",
      "technical drawing",
      "artificial intelligence application",
      "building information modelling application",
      "business needs analysis",
      "applications integration",
      "research and information synthesis",
      "critical thinking",
      "data collection and analysis",
      "integrated digital delivery application",
      "common data environment management",
      "construction technology",
      "design for manufacturing and assembly",
      "application support and enhancement"
    ],
    "chief editor": [
      "fundraising and sponsorships",
      "media law and compliance",
      "production budget management",
      "news bulletin production",
      "news editing",
      "news story development",
      "social media content creation and management"
    ],
    "chief engineer": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "conflict management",
      "internet of things management",
      "organisational analysis",
      "networking",
      "additive manufacturing",
      "quality system management",
      "workplace safety and health system management",
      "data synthesis",
      "business innovation",
      "cyber risk management",
      "vision leadership",
      "automation process control",
      "lean manufacturing",
      "laser and optics application",
      "new product introduction",
      "automated system design",
      "research and development",
      "failure analysis",
      "metal forming",
      "engineering product design",
      "production line set-up",
      "manufacturing technology",
      "quality process control",
      "virtual reality application"
    ],
    "chief engineer (special limit)": [
      "electrical, electronic and control engineering",
      "engineering watch",
      "fire prevention and fire-fighting",
      "personal survival techniques",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "chief engineer / 2nd engineer": [
      "cyber security",
      "electrical, electronic and control engineering",
      "fire prevention and fire-fighting",
      "maintenance and repair",
      "personal survival techniques",
      "propulsion, plant and machinery",
      "ship medical care",
      "ship seaworthiness and pollution prevention",
      "ship security",
      "survival craft and rescue boats"
    ],
    "chief engineer / chief technology officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "service excellence",
      "corporate governance",
      "workplace safety and health performance management",
      "strategy development",
      "workplace safety and health culture development",
      "robotics and automation application",
      "systems integration",
      "additive manufacturing",
      "intellectual property management",
      "business presentation delivery",
      "laser and optics application",
      "conflict resolution",
      "financial planning",
      "programme management",
      "big data analytics",
      "staff performance management",
      "manpower forecasting",
      "interface management",
      "operational risk management",
      "naval architecture calculations",
      "green ship design",
      "organisational performance management",
      "system architecture design",
      "system configuration management",
      "marine engineering calculations"
    ],
    "chief engineer / fellow": [
      "change management",
      "project management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "environmental management system framework development and implementation",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "engineering safety standards interpretation",
      "technical presentation",
      "data analytics system design",
      "engineering support management",
      "engineering project management",
      "inspection engineering management",
      "reliability engineering management",
      "process safety management framework development and implementation",
      "asset integrity management",
      "plant turnaround management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "business networking management",
      "engineering, procurement and construction management",
      "continuing professional development management",
      "equipment and system value engineering management"
    ],
    "chief engineer / senior engineering manager (automatic fare collection)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "people development",
      "staff performance management",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (engineering train)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (mechanical and electrical)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (permanent way and civil structure)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (power)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "systems engineering thinking",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (rolling stock)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief engineer / senior engineering manager (signal and communications)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "chief executive / managing director": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "business continuity management",
      "budgeting",
      "business opportunities development",
      "business performance management",
      "risk management",
      "business environment analysis",
      "strategy development",
      "workplace safety and health performance management",
      "systems thinking",
      "conflict resolution",
      "green manufacturing design and implementation",
      "business networking",
      "technical presentation"
    ],
    "chief executive officer / chief operating officer / chief technology officer / managing director / general manager / vice-president": [
      "innovation management",
      "change management",
      "emergency response management",
      "budgeting",
      "learning and development",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "risk compliance and governance",
      "networking",
      "technology road mapping",
      "quality system management",
      "workplace safety and health system management",
      "business data analysis",
      "business innovation",
      "procurement performance monitoring",
      "cyber risk management",
      "vision leadership",
      "research and development",
      "competitive business strategy",
      "sustainable manufacturing"
    ],
    "chief executive officer / chief operating officer / managing director / country manager": [
      "innovation management",
      "business continuity management",
      "crisis management",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "conflict management",
      "corporate governance",
      "knowledge management",
      "business performance management",
      "business environment analysis",
      "organisational analysis",
      "financial analysis",
      "business risk assessment",
      "intellectual property management",
      "organisational vision, mission and values formulation",
      "vision leadership",
      "productivity improvement",
      "business relationship building",
      "people and relationship management",
      "customer loyalty and retention strategy formulation",
      "organisation and board relationship",
      "service information and results",
      "organisational relationship building",
      "organisational planning and target setting",
      "organisation representative",
      "brand guideline development",
      "market entry strategy formulation",
      "service innovation",
      "service leadership",
      "effective board member",
      "customer relationship management operations",
      "project feasibility",
      "people development",
      "retailing and the economy",
      "service brand",
      "service innovation culture",
      "property and infrastructural planning",
      "technology strategy formulation",
      "workforce diversity and harmony",
      "public relations campaign management",
      "organisation evaluation for business excellence",
      "project resources",
      "project integration",
      "productivity and innovation strategy",
      "personal effectiveness",
      "organisational strategy formulation",
      "manage change",
      "franchise management",
      "financial budget planning and management",
      "drive productivity and innovation",
      "compliance with legal regulations",
      "business operational planning",
      "workplace communications"
    ],
    "chief executive officer / chief operating officer / managing director / general manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business continuity management",
      "financial management",
      "business development",
      "corporate governance",
      "strategy planning",
      "public relations management",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "public-private-individual partnership collaboration",
      "strategic human resource management",
      "strategic service excellence"
    ],
    "chief executive officer / chief operating officer / managing director / general manager / president": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "business planning management",
      "business stakeholder management",
      "safe system of work development and implementation",
      "business-to-business customer relationship management",
      "risk and compliance management",
      "sales and business development"
    ],
    "chief executive officer / executive director": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "financial management",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "business opportunities development",
      "corporate governance",
      "strategy planning",
      "partnership management",
      "knowledge management",
      "risk management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "data governance",
      "networking",
      "brand management",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "data mining and modelling",
      "disruption management",
      "vision leadership",
      "business relationship building",
      "internal controls",
      "organisation representative",
      "effective board member",
      "people and performance management",
      "organisation and board relationship",
      "research findings communication",
      "emerging technology",
      "business ethics and values management",
      "legal compliance management",
      "new export market entry strategy formulation",
      "business innovation and improvement",
      "technology adoption and innovation",
      "trade association advocacy and representation",
      "management decision making",
      "industry knowledge, research and analysis"
    ],
    "chief executive officer / general manager / president": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "service excellence",
      "corporate governance",
      "workplace safety and health performance management",
      "strategy development",
      "workplace safety and health culture development",
      "business presentation delivery",
      "workplace safety and health policy development",
      "intellectual property management",
      "procurement coordination and policy development",
      "financial planning",
      "conflict resolution",
      "business proposal writing",
      "operational risk management",
      "quality systems management",
      "staff performance management",
      "financial budgeting",
      "manpower forecasting",
      "opportunity development",
      "organisational performance management",
      "continuous quality improvement"
    ],
    "chief executive officer / managing director": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "crisis management",
      "business opportunities development",
      "quality assurance management",
      "business performance management",
      "risk compliance and governance",
      "systems thinking application",
      "people management",
      "conflict resolution",
      "organisational strategising",
      "effectiveness management",
      "creative entrepreneurship",
      "financial planning and analysis",
      "sustainable food production design",
      "technology strategy design",
      "sales management",
      "board membership",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "legislative and regulatory compliance",
      "emerging technology scanning",
      "customer loyalty and retention strategy design",
      "business change assessment",
      "workforce diversity and inclusion"
    ],
    "chief executive officer / managing director / general manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "financial management",
      "business continuity planning",
      "service excellence",
      "business planning",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "business performance management",
      "networking",
      "risk management and administration",
      "organisational vision, mission and values formulation",
      "succession planning",
      "technology scanning",
      "product, content and experience performance management",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "chief executive officer / managing director / general manager / president": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "financial management",
      "continuous improvement management",
      "data and statistical analytics",
      "business performance management",
      "strategy development",
      "workplace safety and health culture development",
      "capital expenditure and investment evaluation",
      "business presentation delivery",
      "quality system management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "conflict resolution",
      "business proposal writing",
      "staff management",
      "organisational risk management"
    ],
    "chief financial officer": [
      "stakeholder management",
      "change management",
      "project management",
      "financial management",
      "business planning",
      "data analytics",
      "conflict management",
      "performance management",
      "risk management",
      "financial analysis",
      "capital expenditure and investment evaluation",
      "internal controls",
      "fraud risk management",
      "disruption management",
      "financial planning",
      "regulatory risk assessment",
      "benchmarking",
      "macroeconomic analysis",
      "project execution and control",
      "audit compliance",
      "financial reporting",
      "valuation",
      "corporate and business law",
      "capital raising",
      "business acumen",
      "cost management",
      "transfer pricing",
      "taxation laws",
      "tax implications",
      "business innovation and improvement",
      "regulatory strategy",
      "business process management",
      "financial reporting quality",
      "finance business partnering",
      "professional standards",
      "professional scepticism and judgment",
      "professional and business ethics",
      "non-financial reporting",
      "management decision making",
      "digital technology adoption and innovation",
      "digital technology environment scanning",
      "accounting and tax systems"
    ],
    "chief human resource officer": [
      "project management",
      "performance management",
      "risk management",
      "technology integration",
      "talent management",
      "succession planning",
      "business acumen",
      "leadership development",
      "stakeholder engagement and management",
      "skills framework adoption",
      "organisational design",
      "labour relations management",
      "human resource digitalisation",
      "organisational strategy development",
      "total rewards philosophy development",
      "conduct and behaviour management",
      "contingent workforce management",
      "diversity and inclusion management",
      "strategic workforce planning",
      "employee communication management",
      "employee engagement management",
      "employer branding",
      "executive remuneration management",
      "financial acumen",
      "organisational diagnosis",
      "human resource policies and legislation framework management",
      "human resource advisory",
      "organisational culture development",
      "organisational change management",
      "learning and development strategy",
      "human resource analytics and insights",
      "career framework design",
      "industry networking",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "workplace optimisation"
    ],
    "chief information officer": [
      "stakeholder management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "performance management",
      "business performance management",
      "partnership management",
      "networking",
      "organisational analysis",
      "business risk management",
      "cyber risk management",
      "people and performance management",
      "organisational design",
      "sustainability management",
      "business continuity",
      "it standards",
      "it governance",
      "infrastructure strategy",
      "enterprise architecture",
      "disaster recovery management",
      "cyber and data breach incident management",
      "it strategy"
    ],
    "chief information security officer": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "manpower planning",
      "partnership management",
      "business performance management",
      "emerging technology synthesis",
      "networking",
      "business risk management",
      "business needs analysis",
      "cyber risk management",
      "people and performance management",
      "security governance",
      "security strategy",
      "threat analysis and defence",
      "security architecture",
      "audit and compliance",
      "network security",
      "it standards",
      "disaster recovery management",
      "cyber forensics",
      "cyber and data breach incident management",
      "business continuity",
      "threat intelligence and detection"
    ],
    "chief nurse": [
      "change management",
      "learning needs analysis",
      "emergency response and crisis management",
      "patient care delivery in nursing",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme evaluation",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "clinical governance",
      "nursing manpower planning",
      "medication management in nursing",
      "inter-professional collaboration",
      "department financial management",
      "clinical services development",
      "strategy management"
    ],
    "chief pilot (vice president)": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "process improvement and optimisation",
      "standard operating procedures development",
      "crisis communication and media management",
      "inclement weather operations and planning",
      "pre-flight preparation",
      "post-landing operations",
      "aircraft cruise operations",
      "human factors management",
      "aircraft emergency management",
      "airline operations management",
      "aircraft take-off operations",
      "aircraft manual handling",
      "aircraft landing operations",
      "flight deck communications"
    ],
    "chief product officer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "budgeting",
      "data analytics",
      "business development",
      "performance management",
      "strategy planning",
      "business performance management",
      "partnership management",
      "customer experience management",
      "business environment analysis",
      "user experience design",
      "organisational analysis",
      "networking",
      "emerging technology synthesis",
      "demand analysis",
      "design thinking practice",
      "product management",
      "business innovation",
      "user interface design",
      "pricing strategy",
      "business requirements mapping",
      "business needs analysis",
      "system integration",
      "user testing and usability testing",
      "people and performance management",
      "portfolio management",
      "quality standards",
      "automation management in product development",
      "it strategy",
      "business continuity",
      "business agility",
      "artificial intelligence application in product development"
    ],
    "chief psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "chief research and development officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "quality assurance management",
      "strategy development",
      "workplace safety and health performance management",
      "systems thinking",
      "product testing",
      "good manufacturing practices implementation",
      "process validation",
      "quality system management",
      "quality control management",
      "data synthesis",
      "data analytics system design",
      "green manufacturing design and implementation",
      "hazards and risk control, and policy management",
      "technical presentation",
      "conflict resolution",
      "continuous process improvement",
      "technical report writing",
      "chemical risk management",
      "document control",
      "production performance management",
      "packaging testing",
      "laboratory management",
      "food safety management",
      "active and smart packaging",
      "food manufacturing process design",
      "new product introduction for food",
      "international trade legislation for business",
      "advanced processing technology"
    ],
    "chief research psychologist": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "chief risk officer / risk partner / head of risk / enterprise risk management director": [
      "stakeholder management",
      "business continuity management",
      "data analytics",
      "risk management",
      "systems thinking",
      "data governance",
      "financial analysis",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "internal controls",
      "benchmarking",
      "fraud risk management",
      "environment and social governance",
      "macroeconomic analysis",
      "project execution and control",
      "cyber security",
      "corporate and business law",
      "professional and business ethics",
      "digital technology adoption and innovation",
      "risk advisory",
      "business process analysis",
      "governance"
    ],
    "chief security officer": [
      "stakeholder management",
      "innovation management",
      "financial management",
      "performance management",
      "manpower planning",
      "strategy planning",
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "executive protection",
      "capability development",
      "security threat research",
      "security screening management",
      "security operation compliance",
      "security event management",
      "documentation",
      "marketing management",
      "conflict resolution management",
      "alarm system management",
      "information collection",
      "incident response",
      "guard and patrol",
      "contingency management",
      "confidentiality management"
    ],
    "chief sustainability officer / sustainability head / lead / sustainability director": [
      "stakeholder management",
      "change management",
      "business continuity management",
      "data analytics",
      "business planning",
      "performance management",
      "risk management",
      "financial analysis",
      "business risk management",
      "business risk assessment",
      "strategy implementation",
      "regulatory risk assessment",
      "regulatory compliance",
      "disruption management",
      "benchmarking",
      "internal controls",
      "audit compliance",
      "sustainability management",
      "audit and review management",
      "business acumen",
      "environment and social governance",
      "global perspective",
      "regulatory strategy",
      "sustainability reporting",
      "sustainability assurance",
      "business innovation and improvement",
      "business process management",
      "climate reporting",
      "communication",
      "greenhouse gas accounting",
      "decision making",
      "problem solving",
      "non-financial reporting",
      "management decision making",
      "environment impact assessment",
      "influence",
      "sustainability risk management"
    ],
    "chief technology officer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "performance management",
      "partnership management",
      "business negotiation",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "business risk management",
      "product management",
      "people and performance management",
      "sustainability management",
      "system integration",
      "organisational design",
      "test planning",
      "portfolio management",
      "it strategy",
      "quality standards",
      "software design",
      "software testing",
      "solution architecture",
      "enterprise architecture",
      "business continuity",
      "business agility",
      "applications development",
      "service level management",
      "continuous integration and continuous deployment",
      "agile software development"
    ],
    "civil and structural engineer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "continuous improvement management",
      "manpower planning",
      "technology application",
      "project feasibility assessment",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "design thinking practice",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "technical writing",
      "technical presentation",
      "technical inspection",
      "structural testing",
      "building information modelling application",
      "material studies and production processes",
      "design for safety",
      "dispute resolution",
      "solar photovoltaic systems designs",
      "site assessment and analysis",
      "project risk management",
      "critical thinking",
      "data collection and analysis",
      "engineering contract management",
      "cultural, heritage and socio-economic sensitivity for design",
      "construction technology",
      "regulatory submission and clearance",
      "design for maintainability",
      "integrated digital delivery application",
      "computational design",
      "geotechnical engineering management",
      "ethical climate",
      "design for manufacturing and assembly",
      "civil and structural engineering management",
      "green building strategy implementation"
    ],
    "claims appraiser / claims examiner / claims executive": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "corporate governance",
      "customer experience management",
      "contract and vendor management",
      "data governance",
      "fraud risk management",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "insurance claims handling"
    ],
    "claims liaison executive": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "risk management",
      "product advisory",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "insurance claims handling"
    ],
    "claims liaison manager": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "fraud risk management",
      "product advisory",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "insurance claims handling",
      "people performance management"
    ],
    "claims manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "continuous improvement management",
      "corporate governance",
      "risk management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "data governance",
      "emerging technology synthesis",
      "business process re-engineering",
      "business requirements mapping",
      "fraud risk management",
      "regulatory compliance",
      "ethical culture",
      "data collection and analysis",
      "insurance claims handling",
      "people performance management"
    ],
    "cleaning operations executive": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "emergency response management",
      "financial management",
      "business continuity management",
      "learning and development",
      "business development",
      "conflict management",
      "strategy planning",
      "internet of things management",
      "knowledge management",
      "data and statistical analytics",
      "robotics and automation application",
      "contract and vendor management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "risk management and administration",
      "contract preparation, evaluation, negotiation and tendering",
      "effectiveness management",
      "workplace safety and health practices implementation",
      "customer management",
      "process quality management",
      "equipment and inventory management",
      "cleaning chemical handling",
      "automation research and implementation"
    ],
    "cleaning operations manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "emergency response management",
      "financial management",
      "learning and development",
      "business continuity management",
      "business development",
      "conflict management",
      "strategy planning",
      "internet of things management",
      "knowledge management",
      "data and statistical analytics",
      "robotics and automation application",
      "contract and vendor management",
      "workplace safety and health culture development",
      "process improvement and optimisation",
      "incident and accident investigation",
      "effectiveness management",
      "contract preparation, evaluation, negotiation and tendering",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "customer management",
      "process quality management",
      "cleaning chemical handling",
      "automation research and implementation"
    ],
    "cleaning supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "internet of things management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "risk management and administration",
      "effectiveness management",
      "workplace safety and health practices implementation",
      "customer management",
      "public hygiene maintenance",
      "horizontal surface maintenance",
      "furniture and furnishing maintenance",
      "vertical surface maintenance",
      "washroom maintenance",
      "food shop hygiene maintenance",
      "equipment and inventory management",
      "cleaning chemical handling"
    ],
    "client executive / account management executive": [
      "stakeholder management",
      "business opportunities development",
      "continuous improvement management",
      "customer experience management",
      "customer relationship management",
      "market profiling",
      "quality assurance",
      "account management",
      "business needs analysis",
      "product advisory",
      "sales strategy",
      "service challenges",
      "ethical culture"
    ],
    "client implementation analyst": [
      "stakeholder management",
      "change management",
      "business performance management",
      "customer experience management",
      "account management",
      "business needs analysis",
      "business requirements mapping",
      "service challenges",
      "ethical culture"
    ],
    "client implementation manager": [
      "stakeholder management",
      "change management",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "account management",
      "business needs analysis",
      "business requirements mapping",
      "service challenges",
      "ethical culture",
      "people performance management"
    ],
    "client investment performance and reporting analyst": [
      "continuous improvement management",
      "data governance",
      "business process re-engineering",
      "capital expenditure and investment evaluation",
      "benchmarking",
      "disruption management",
      "financial modelling",
      "regulatory compliance",
      "regulatory risk assessment",
      "data collection and analysis",
      "ethical culture",
      "asset and liability management",
      "attribution analysis",
      "behavioural finance",
      "people performance management",
      "portfolio and investment risk management"
    ],
    "client portfolio analyst": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "networking",
      "account management",
      "benchmarking",
      "regulatory compliance",
      "ethical culture",
      "attribution analysis",
      "client investment suitability",
      "market specialisation",
      "portfolio and investment risk management",
      "proposal management"
    ],
    "client portfolio manager": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "networking",
      "account management",
      "regulatory compliance",
      "data storytelling and visualisation",
      "ethical culture",
      "attribution analysis",
      "client investment suitability",
      "market specialisation",
      "people performance management",
      "portfolio and investment risk management",
      "proposal management"
    ],
    "client service manager / client support service manager": [
      "stakeholder management",
      "continuous improvement management",
      "business performance management",
      "partnership management",
      "technology application",
      "business process re-engineering",
      "quality assurance",
      "account management",
      "service challenges",
      "ethical culture",
      "people performance management"
    ],
    "client service officer / client support service officer": [
      "stakeholder management",
      "continuous improvement management",
      "business performance management",
      "partnership management",
      "technology application",
      "business process re-engineering",
      "quality assurance",
      "account management",
      "service challenges",
      "ethical culture"
    ],
    "client support manager / account manager": [
      "stakeholder management",
      "business opportunities development",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "customer relationship management",
      "market profiling",
      "quality assurance",
      "account management",
      "business needs analysis",
      "product advisory",
      "sales strategy",
      "service challenges",
      "ethical culture",
      "standard operating procedures development",
      "people performance management"
    ],
    "cluster manager": [
      "resilience and self-care",
      "centre innovation and change adoption",
      "learning support session planning and implementation",
      "staff continuous learning",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "professional advice and engagement",
      "operations management",
      "interaction and relationship",
      "child safety and protection",
      "health, hygiene and nutrition for children",
      "financial administration",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "team management"
    ],
    "commanding officer": [
      "stakeholder management",
      "innovation management",
      "manpower planning",
      "robotics and automation application",
      "access control management",
      "alarm system management",
      "conflict resolution management",
      "contingency management",
      "documentation",
      "information collection",
      "security event management",
      "security risk analysis",
      "security threat research"
    ],
    "commodities trader": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "networking",
      "customer relationship management",
      "demand analysis",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking",
      "commodities trading management"
    ],
    "commodities trading manager / senior commodities trader": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "demand analysis",
      "customer relationship management",
      "networking",
      "organisational analysis",
      "contract development and management",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking",
      "commodities trading management"
    ],
    "communication controller": [
      "innovation management",
      "report writing",
      "workplace safety and health culture development",
      "health and fatigue risk management",
      "rail emergency response management",
      "rail incident management",
      "rail operations control management",
      "rail regulatory compliance",
      "security management",
      "workplace and facilities safety management",
      "workplace safety and health for incident and accident investigation"
    ],
    "community care associate": [
      "resilience and self-care",
      "emergency response and crisis management",
      "intervention implementation",
      "care assistance",
      "effective communication in nursing",
      "feeding management in community care",
      "infection prevention and control in nursing practice",
      "inventory control and equipment maintenance in rehabilitation care",
      "medication management in nursing",
      "mobility and ambulation assistance in nursing",
      "patient care delivery in nursing",
      "patient empowerment on self-care",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "support service to seniors",
      "wound management in nursing"
    ],
    "community development executive": [
      "business negotiation",
      "customer experience management",
      "brand management",
      "contract and vendor management",
      "market intelligence",
      "research",
      "community development",
      "content marketing strategy"
    ],
    "community development specialist": [
      "business negotiation",
      "customer experience management",
      "brand management",
      "contract and vendor management",
      "integrated marketing",
      "market intelligence",
      "marketing strategy",
      "research",
      "community development",
      "content marketing strategy"
    ],
    "compliance advisory executive": [
      "stakeholder management",
      "change management",
      "corporate governance",
      "risk management",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "compliance mindset development",
      "regulatory and legal advisory",
      "risk and compliance reporting"
    ],
    "compliance advisory manager": [
      "stakeholder management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "risk management",
      "contract and vendor management",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "regulatory and legal advisory",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "compliance mindset development",
      "people performance management"
    ],
    "compliance analyst": [
      "stakeholder management",
      "risk management",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "research and information synthesis",
      "compliance mindset development",
      "monitoring and surveillance",
      "risk and compliance reporting"
    ],
    "concierge": [
      "innovation management",
      "crisis management",
      "customer experience management",
      "workplace safety and health performance management",
      "threat observation",
      "staff management",
      "service coaching",
      "productivity improvement",
      "people and relationship management",
      "organisational relationship building",
      "people and performance management",
      "loss and risk prevention management",
      "people development",
      "service information and results",
      "service innovation",
      "service leadership",
      "service planning and implementation",
      "legal compliance management",
      "environmental sustainability management",
      "customer feedback and relationship management",
      "technology adoption and innovation",
      "customer challenges management",
      "concierge and uniformed service delivery"
    ],
    "content and experience development executive / curator": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "service excellence",
      "business performance management",
      "technology application",
      "contract development and management",
      "strategy implementation",
      "intellectual property management",
      "risk management and administration",
      "resource management",
      "technology scanning",
      "financial planning and analysis",
      "content writing and editing",
      "tourism and economic development",
      "attractions content and experience development and delivery",
      "product, content and experience performance management",
      "attractions guest relations management",
      "volunteer management"
    ],
    "content strategist": [
      "stakeholder management",
      "business negotiation",
      "brand management",
      "business presentation delivery",
      "aesthetic and design sensibility",
      "conceptual thinking",
      "critical thinking",
      "imagination and exploration",
      "narrative design",
      "visual communication",
      "content development and strategy",
      "cultural sensitivity for design",
      "design writing",
      "empathetic design",
      "scenario and strategic planning",
      "trend forecasting"
    ],
    "content writer": [
      "stakeholder management",
      "brand management",
      "business presentation delivery",
      "aesthetic and design sensibility",
      "conceptual thinking",
      "critical thinking",
      "imagination and exploration",
      "narrative design",
      "visual communication",
      "content development and strategy",
      "cultural sensitivity for design",
      "design writing",
      "empathetic design",
      "trend forecasting"
    ],
    "contract specialist": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "service excellence",
      "conflict management",
      "business performance management",
      "contract development and management",
      "customer relationship management",
      "systems thinking application",
      "effectiveness management",
      "international trade legislation compliance",
      "technology integration",
      "resource management"
    ],
    "cook / kitchen assistant": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "asian cold dish and dessert preparation",
      "malay dry-heat dish preparation and cooking",
      "western moist-heat dish preparation and cooking",
      "western dry-heat dish preparation and cooking",
      "western cold dish preparation",
      "technology application and implementation",
      "system and work process improvement",
      "specialty cuisine preparation and cooking",
      "seafood storage and fabrication",
      "productivity optimisation for food and beverages operations",
      "meat storage and fabrication",
      "malay moist-heat dish preparation and cooking",
      "legislative and regulatory compliance",
      "asian cuisine preparation and cooking",
      "indian moist-heat dish preparation and cooking",
      "indian dry-heat dish preparation and cooking",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "chinese moist-heat dish preparation and cooking",
      "chinese dry-heat dish preparation and cooking",
      "workplace safety and health for food and beverage operations"
    ],
    "coordination and reservations executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "technology application",
      "vendor management",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "data mining and modelling",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "tour and travel coordination, ticketing and reservations management",
      "tourism and economic development"
    ],
    "costume coordinator": [
      "business negotiation",
      "workplace safety and health",
      "rehearsal management",
      "risk assessment for production"
    ],
    "costume designer": [
      "project management",
      "business negotiation",
      "procurement for production operations",
      "production design",
      "concept creation for production design",
      "costume design and creation",
      "production quality management"
    ],
    "counselling educator": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "advocacy and representation",
      "clinical supervision",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "reflexive practice",
      "learning programme evaluation",
      "learning programme design",
      "learning programme delivery",
      "learning framework development",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "trends evaluation and application"
    ],
    "counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "advocacy and representation",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "group work intervention",
      "case and care planning",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "clinical supervision",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "courseware developer": [
      "innovation management",
      "market research",
      "business negotiation",
      "quality assurance management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "networking",
      "emerging technology synthesis",
      "business innovation",
      "data management",
      "learning needs analysis",
      "skills framework adoption",
      "research into professional practice translation",
      "stakeholder engagement and management",
      "talent capability assessment",
      "research findings communication",
      "research design",
      "research data analysis",
      "reflective practice",
      "accreditation structure management",
      "assessment design and implementation",
      "data collection and preparation",
      "customer relationship management operations",
      "curriculum design",
      "competency framework development",
      "learning space design",
      "learning experience evaluation",
      "learner profile analysis",
      "learning mode design"
    ],
    "creative director / creative supervisor / 3d art supervisor": [
      "3d modelling",
      "research",
      "2d animation",
      "3d animation",
      "compositing visuals",
      "concept art creation",
      "concept creation",
      "digital lighting",
      "immersive design",
      "rigging for animation",
      "surfacing and texturing"
    ],
    "creative technologist": [
      "stakeholder management",
      "emerging technology synthesis",
      "intellectual property management",
      "design thinking practice",
      "systems thinking",
      "business presentation delivery",
      "creative entrepreneurship",
      "material studies and production processes",
      "imagination and exploration",
      "interaction design practice",
      "aesthetic and design sensibility",
      "digital and physical prototyping",
      "design sustainability and ethics management",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "user testing and usability testing",
      "behavioural economics in design",
      "empathetic design",
      "facilitation",
      "cultural sensitivity for design",
      "product and production engineering"
    ],
    "credit and lending operations analyst": [
      "stakeholder management",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "risk management",
      "data governance",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "financial transactions",
      "policy implementation and revision",
      "standard operating procedures development",
      "collateral management",
      "financial statements review"
    ],
    "credit and lending operations manager": [
      "stakeholder management",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "risk management",
      "business performance management",
      "data governance",
      "credit risk management",
      "regulatory compliance",
      "policy implementation and revision",
      "ethical culture",
      "financial transactions",
      "data collection and analysis",
      "standard operating procedures development",
      "people performance management",
      "financial statements review",
      "collateral management"
    ],
    "credit manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "credit risk management",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "resource management",
      "credit assessment",
      "solutions design thinking"
    ],
    "credit risk analyst": [
      "stakeholder management",
      "business risk assessment",
      "credit risk management",
      "credit assessment",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "data analytics and computational modelling",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "credit risk manager": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "credit risk management",
      "data collection and analysis",
      "environment and social governance",
      "ethical culture",
      "standard operating procedures development",
      "credit assessment",
      "policy implementation and revision",
      "data analytics and computational modelling",
      "people performance management",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "crew manager": [
      "stakeholder management",
      "innovation management",
      "continuous improvement management",
      "service excellence",
      "report writing",
      "workplace safety and health culture development",
      "inventory management",
      "people development",
      "civil emergency management",
      "health and fatigue risk management",
      "manpower planning and deployment",
      "rail emergency response management",
      "rail incident management",
      "rail regulatory compliance",
      "workplace and facilities safety management",
      "workplace safety and health for incident and accident investigation"
    ],
    "crew-in-charge": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "service excellence",
      "technology application",
      "service coaching",
      "service challenges",
      "people and relationship management",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "accident and incident response management",
      "airline operations management",
      "in-flight emergency management",
      "service branding and coaching",
      "in-flight customer services",
      "human factors management",
      "food and beverage services",
      "cabin safety management",
      "cabin preparation",
      "cabin hygiene and cleanliness",
      "cabin crew performance management",
      "behavioural analysis and predictive screening",
      "internet of things application"
    ],
    "crewing executive": [
      "stakeholder management",
      "budgeting",
      "learning and development",
      "manpower planning",
      "performance management",
      "contract and vendor management",
      "networking",
      "cyber security",
      "labour relations management",
      "compensation management",
      "recruitment channel management",
      "selection management",
      "benefits management",
      "crew management",
      "employee relations",
      "maritime emergency response management",
      "maritime incident management"
    ],
    "crewing manager": [
      "stakeholder management",
      "business negotiation",
      "learning and development",
      "budgeting",
      "performance management",
      "manpower planning",
      "contract and vendor management",
      "networking",
      "talent management",
      "labour relations management",
      "cyber security",
      "recruitment channel management",
      "selection management",
      "compensation management",
      "benefits management",
      "employee relations",
      "maritime emergency response management",
      "maritime incident management",
      "crew management"
    ],
    "curriculum / pedagogy specialist": [
      "learning environment design",
      "centre innovation and change adoption",
      "early childhood programme planning",
      "staff continuous learning",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "early childhood pedagogical practice",
      "child development assessment",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child observation",
      "visioning and strategic planning"
    ],
    "curriculum lead": [
      "innovation management",
      "market research",
      "project management",
      "business negotiation",
      "service excellence",
      "performance management",
      "quality assurance management",
      "partnership management",
      "knowledge management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "emerging technology synthesis",
      "networking",
      "contract development and management",
      "business innovation",
      "intellectual property management",
      "learning needs analysis",
      "talent management",
      "succession planning",
      "programme management",
      "data management",
      "research data analysis",
      "talent capability assessment",
      "stakeholder engagement and management",
      "skills framework adoption",
      "research into professional practice translation",
      "research findings communication",
      "research design",
      "accreditation structure management",
      "reflective practice",
      "competency framework development",
      "curriculum design",
      "customer relationship management operations",
      "data collection and preparation",
      "assessment design and implementation",
      "learning mode design",
      "learning strategy development",
      "learning space design",
      "learning experience evaluation"
    ],
    "customer experience executive / user experience executive": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "customer behaviour analysis",
      "user experience design",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "product design and development"
    ],
    "customer experience manager / user experience manager": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "customer behaviour analysis",
      "user experience design",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "product design and development",
      "people performance management"
    ],
    "customer service executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "regulatory compliance",
      "technical report writing",
      "billing and settlement administration",
      "business-to-customer management",
      "customer service innovation management",
      "energy product advisory",
      "order processing and change request management",
      "technology and systems application"
    ],
    "customer service manager": [
      "stakeholder management",
      "change management",
      "market research",
      "financial management",
      "business continuity management",
      "learning and development",
      "continuous improvement management",
      "business development",
      "business performance management",
      "customer experience management",
      "market profiling",
      "user experience design",
      "public relations management",
      "quality assurance",
      "strategy implementation",
      "business process re-engineering",
      "business risk assessment",
      "service challenges",
      "risk management and administration",
      "regulatory compliance",
      "account management",
      "business requirements mapping",
      "standard operating procedures development",
      "customer management",
      "ethical culture",
      "pricing for warehouse services and operations",
      "information technology application support and monitoring",
      "pricing for transportation services and operations",
      "pricing for cargo services and operations",
      "people performance management",
      "logistics solutions sales",
      "strategic human resource management",
      "strategic service excellence"
    ],
    "customer service officer / bank teller": [
      "stakeholder management",
      "customer experience management",
      "market profiling",
      "user experience design",
      "business process re-engineering",
      "business risk assessment",
      "quality assurance",
      "account management",
      "regulatory compliance",
      "service challenges",
      "ethical culture",
      "standard operating procedures development",
      "information technology application support and monitoring"
    ],
    "customer service officer / rover": [
      "innovation management",
      "service excellence",
      "workplace safety and health culture development",
      "workplace first-aid",
      "civil emergency management",
      "crowd management",
      "health and fatigue risk management",
      "passenger train operations",
      "rail emergency response management",
      "rail incident management",
      "rail regulatory compliance",
      "security management",
      "track access management",
      "train fare and ticket management",
      "train station operations management",
      "workplace and facilities safety management"
    ],
    "customer service officer / service quality analyst": [
      "stakeholder management",
      "market research",
      "risk management and administration",
      "customer management",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations"
    ],
    "customer service senior executive": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "staff training facilitation",
      "regulatory compliance",
      "technical report writing",
      "energy product advisory",
      "people capability development",
      "order processing and change request management",
      "billing and data risk management",
      "billing and settlement administration",
      "customer service innovation management",
      "business-to-customer management",
      "business-to-business customer relationship management",
      "business intelligence and data analytics",
      "billing process improvement management",
      "billing enquiry management",
      "technology and systems application"
    ],
    "customer service, billing and settlement department manager": [
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "regulatory compliance",
      "data management",
      "technical report writing",
      "billing and data risk management",
      "energy product advisory",
      "people capability development",
      "partnership development and management",
      "order processing and change request management",
      "customer service innovation management",
      "billing and settlement administration",
      "business-to-customer management",
      "business-to-business customer relationship management",
      "business intelligence and data analytics",
      "billing process improvement management",
      "billing enquiry management",
      "technology and systems application"
    ],
    "customer service, billing and settlement manager": [
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "data management",
      "staff training facilitation",
      "regulatory compliance",
      "technical report writing",
      "energy product advisory",
      "people capability development",
      "partnership development and management",
      "order processing and change request management",
      "billing and data risk management",
      "billing and settlement administration",
      "customer service innovation management",
      "business-to-customer management",
      "business-to-business customer relationship management",
      "business intelligence and data analytics",
      "billing process improvement management",
      "billing enquiry management",
      "technology and systems application"
    ],
    "customer services agent": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "accident and incident response management",
      "flight check-in operations",
      "ground handling services and operations management",
      "baggage lost and found operations",
      "human factors management",
      "inclement weather operations and planning",
      "customer service delivery",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "customer and passenger handling and care",
      "behavioural analysis and predictive screening",
      "service branding and coaching",
      "baggage services management",
      "hazard and risk control and policy management"
    ],
    "customer services officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "accident and incident response management",
      "flight check-in operations",
      "ground handling services and operations management",
      "baggage lost and found operations",
      "human factors management",
      "inclement weather operations and planning",
      "customer service delivery",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "customer and passenger handling and care",
      "behavioural analysis and predictive screening",
      "service branding and coaching",
      "baggage services management",
      "hazard and risk control and policy management"
    ],
    "customer services officer (call centre) / customer service officer (reservations & ticketing) / passenger relations officer": [
      "stakeholder management",
      "change management",
      "market research",
      "learning and development",
      "technology application",
      "customer relationship management",
      "airline marketing",
      "airline operations management",
      "airport operations management",
      "call centre management",
      "customer and passenger handling and care",
      "customer service delivery",
      "human factors management",
      "service branding and coaching"
    ],
    "customer services supervisor (call centre) / customer service supervisor (reservations & ticketing) / premium services supervisor": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "standard operating procedures development",
      "crisis communication and media management",
      "service branding and coaching",
      "airline distribution channel strategies",
      "human factors management",
      "ground services training delivery",
      "airline marketing",
      "customer and passenger handling and care",
      "call centre management",
      "airport operations management",
      "airline operations management",
      "customer service delivery"
    ],
    "customer success director": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "networking",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "customer experience management",
      "product management",
      "strategy implementation",
      "account management",
      "business needs analysis",
      "people and performance management",
      "problem management"
    ],
    "customer success manager": [
      "stakeholder management",
      "project management",
      "customer experience management",
      "budgeting",
      "business performance management",
      "networking",
      "product management",
      "strategy implementation",
      "account management",
      "business needs analysis",
      "problem management"
    ],
    "customer support executive / travel consultant (customer support)": [
      "stakeholder management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "customer behaviour analysis",
      "technology application",
      "customer relationship management",
      "strategy implementation",
      "systems thinking application",
      "sales closure",
      "productivity improvement",
      "data mining and modelling",
      "technology scanning",
      "tour and travel coordination, ticketing and reservations management",
      "tourism and economic development"
    ],
    "cyber risk analyst": [
      "stakeholder management",
      "strategy planning",
      "strategy implementation",
      "business needs analysis",
      "cyber risk management",
      "security governance",
      "audit and compliance",
      "cyber and data breach incident management",
      "cyber forensics",
      "it governance",
      "security administration",
      "security education and awareness",
      "security programme management"
    ],
    "cyber risk manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "networking",
      "strategy implementation",
      "cyber risk management",
      "business needs analysis",
      "cyber forensics",
      "people and performance management",
      "security governance",
      "it governance",
      "cyber and data breach incident management",
      "security administration",
      "security architecture",
      "security education and awareness",
      "security programme management",
      "security strategy",
      "audit and compliance"
    ],
    "data analyst": [
      "stakeholder management",
      "project management",
      "data governance",
      "emerging technology synthesis",
      "programming and coding",
      "data mining and modelling",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "data analytics and computational modelling"
    ],
    "data analyst / associate data engineer": [
      "stakeholder management",
      "data analytics",
      "project management",
      "budgeting",
      "business performance management",
      "networking",
      "business innovation",
      "design thinking practice",
      "business needs analysis",
      "data visualisation",
      "database administration",
      "data engineering",
      "data ethics"
    ],
    "data architect": [
      "stakeholder management",
      "change management",
      "project management",
      "learning and development",
      "strategy planning",
      "manpower planning",
      "emerging technology synthesis",
      "data governance",
      "business needs analysis",
      "database administration",
      "people and performance management",
      "security architecture",
      "system integration",
      "data strategy",
      "data ethics",
      "data engineering",
      "data design",
      "quality standards",
      "configuration tracking",
      "computational modelling"
    ],
    "data centre operations engineer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "performance management",
      "strategy implementation",
      "process improvement and optimisation",
      "business needs analysis",
      "infrastructure support",
      "people and performance management",
      "system integration",
      "cyber and data breach incident management",
      "it strategy",
      "problem management",
      "it asset management",
      "procurement",
      "disaster recovery management",
      "data centre facilities management",
      "business continuity"
    ],
    "data engineer": [
      "stakeholder management",
      "change management",
      "project management",
      "emerging technology synthesis",
      "data governance",
      "strategy implementation",
      "programming and coding",
      "business needs analysis",
      "software configuration",
      "ethical culture",
      "database administration",
      "data collection and analysis",
      "configuration tracking",
      "system integration",
      "data migration",
      "data ethics",
      "data engineering",
      "data design",
      "quality standards",
      "security architecture",
      "data analytics and computational modelling",
      "computational modelling"
    ],
    "data protection executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "crisis management",
      "business risk management",
      "design thinking practice",
      "audit and compliance",
      "cyber and data breach incident management",
      "data ethics",
      "data protection management",
      "data sharing",
      "it standards"
    ],
    "data protection officer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "crisis management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "data governance",
      "networking",
      "strategy implementation",
      "business risk management",
      "design thinking practice",
      "people and performance management",
      "audit and compliance",
      "it standards",
      "data protection management",
      "data ethics",
      "cyber and data breach incident management",
      "business agility",
      "data sharing"
    ],
    "data scientist": [
      "stakeholder management",
      "project management",
      "data governance",
      "emerging technology synthesis",
      "programming and coding",
      "data mining and modelling",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "software configuration",
      "data analytics and computational modelling",
      "people performance management"
    ],
    "data scientist / artificial intelligence scientist": [
      "stakeholder management",
      "project management",
      "data governance",
      "emerging technology synthesis",
      "business innovation",
      "test planning",
      "design thinking practice",
      "business needs analysis",
      "solution architecture",
      "software design",
      "self-learning systems",
      "quality standards",
      "intelligent reasoning",
      "pattern recognition systems",
      "data strategy",
      "data ethics",
      "data design",
      "computer vision technology",
      "computational modelling",
      "text analytics and processing"
    ],
    "database support engineer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "performance management",
      "process improvement and optimisation",
      "strategy implementation",
      "infrastructure support",
      "business needs analysis",
      "database administration",
      "people and performance management",
      "cyber and data breach incident management",
      "it asset management",
      "it strategy",
      "data migration",
      "problem management",
      "data engineering",
      "procurement",
      "security administration",
      "configuration tracking",
      "business continuity"
    ],
    "decarbonisation consultant": [
      "stakeholder management",
      "change management",
      "project management",
      "data analytics",
      "business environment analysis",
      "financial analysis",
      "process improvement and optimisation",
      "benchmarking",
      "business needs analysis",
      "environment and social governance",
      "business acumen",
      "sustainability reporting",
      "sense making",
      "problem solving",
      "greenhouse gas accounting",
      "environment impact assessment",
      "communication",
      "decarbonisation consulting",
      "collaboration",
      "climate reporting",
      "climate change management",
      "carbon trading",
      "carbon reporting",
      "carbon pricing policy advisory",
      "carbon markets and decarbonisation strategies management",
      "business process analysis",
      "business innovation and improvement",
      "transdisciplinary thinking"
    ],
    "deck officer (special limit)": [
      "cyber security",
      "cargo handling and stowage",
      "fire prevention and fire-fighting",
      "navigation and position determination (special limit)",
      "navigation watch (special limit)",
      "personal survival techniques",
      "search and rescue operations",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "demand management data analyst": [
      "project management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "demand management operations",
      "demand management plan development",
      "energy management and audit"
    ],
    "demand management manager": [
      "innovation management",
      "project management",
      "continuous improvement management",
      "internet of things management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "contract management",
      "regulatory compliance",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "business stakeholder management",
      "demand management plan development",
      "energy management and audit",
      "demand management operations",
      "business intelligence and data analytics",
      "people capability development",
      "sales and business development",
      "sales strategy development",
      "autonomous systems technology application"
    ],
    "demand management, business-to-business sales and key accounts, business-to-customer sales and marketing department manager": [
      "project management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "public relations management",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "product performance management",
      "organisational resource management",
      "data management",
      "contract management",
      "hazards and risk identification and management",
      "business stakeholder management",
      "technical report writing",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "energy management and audit",
      "business-to-business customer relationship management",
      "technology and systems application",
      "sales strategy development",
      "sales and business development",
      "credit management",
      "demand management plan development",
      "demand management operations",
      "product and pricing strategy development",
      "product and pricing analysis",
      "people capability development",
      "partnership development and management",
      "business intelligence and data analytics",
      "marketing strategy development",
      "marketing operations management",
      "marketing content development",
      "digital marketing management",
      "billing process improvement management"
    ],
    "demurrage analyst / laytime analyst / post fixture executive": [
      "business negotiation",
      "budgeting",
      "financial management",
      "service excellence",
      "financial analysis",
      "business data analysis",
      "credit risk management",
      "cash flow reporting",
      "cyber security",
      "claims processing",
      "innovation"
    ],
    "demurrage manager / laytime manager / post fixture manager": [
      "business negotiation",
      "budgeting",
      "financial management",
      "service excellence",
      "financial analysis",
      "networking",
      "risk compliance and governance",
      "credit risk management",
      "business data analysis",
      "cash flow reporting",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "claims processing",
      "innovation"
    ],
    "depot operations manager / depot manager": [
      "stakeholder management",
      "change management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "crisis management",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "workplace safety and health for incident and accident investigation",
      "manpower planning and deployment",
      "security management",
      "bus depot operations",
      "health and fatigue risk management",
      "bus regulatory compliance",
      "bus garaging",
      "workplace traffic safety management"
    ],
    "depot supervisor / traffic supervisor / dispatch supervisor / hub operations supervisor": [
      "stakeholder management",
      "business continuity management",
      "technology application",
      "cargo tracking system administration",
      "equipment maintenance",
      "import and export documentation administration",
      "risk management and administration",
      "dangerous goods management",
      "transport management system administration",
      "transportation route and schedule planning",
      "cargo and receipt inspection",
      "cargo security control",
      "environmental protection management",
      "material management (planning, sourcing, use, disposal)",
      "transportation hub / control centre administration",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "depot train controller": [
      "innovation management",
      "continuous improvement management",
      "service excellence",
      "report writing",
      "people development",
      "civil emergency management",
      "health and fatigue risk management",
      "rail emergency response management",
      "rail incident management",
      "rail regulatory compliance",
      "track access management",
      "train depot control management"
    ],
    "deputy bus operations control centre manager": [
      "stakeholder management",
      "change management",
      "business continuity planning",
      "continuous improvement management",
      "crisis management",
      "data and statistical analytics",
      "report writing",
      "workplace safety and health culture development",
      "people development",
      "staff performance management",
      "bus operations control management",
      "bus regulatory compliance",
      "health and fatigue risk management",
      "manpower planning and deployment",
      "workplace safety and health for incident and accident investigation"
    ],
    "deputy centre leader": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "child development assessment",
      "team management",
      "staff continuous learning",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "operations management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "financial administration",
      "early childhood programme planning",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "visioning and strategic planning"
    ],
    "deputy chief pilot / management pilot": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "process improvement and optimisation",
      "standard operating procedures development",
      "crisis communication and media management",
      "inclement weather operations and planning",
      "pre-flight preparation",
      "post-landing operations",
      "aircraft cruise operations",
      "human factors management",
      "aircraft emergency management",
      "airline operations management",
      "aircraft take-off operations",
      "aircraft manual handling",
      "aircraft landing operations",
      "flight deck communications"
    ],
    "deputy director / senior assistant director": [
      "stakeholder management",
      "change management",
      "financial management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "people management",
      "strategy implementation",
      "workplace safety and health",
      "emergency response and crisis management",
      "resilience and self-care",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "trends evaluation and application",
      "quality and audit management",
      "reflexive practice",
      "collaborative practices across disciplines and sectors",
      "social policy development",
      "social policy evaluation",
      "social policy formulation",
      "social policy implementation",
      "department performance management"
    ],
    "deputy director of nursing (clinical)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "clinical services development",
      "nursing research and statistics",
      "strategy management",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "patient care delivery in nursing",
      "nursing productivity and innovation",
      "clinical teaching and supervision",
      "clinical governance",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "effective communication in nursing",
      "department financial management",
      "medication management in nursing"
    ],
    "deputy director of nursing (education)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "curriculum design",
      "clinical teaching and supervision",
      "professional, legal and ethical healthcare practice",
      "strategy management",
      "service quality management",
      "quality improvement and safe practices",
      "programme evaluation",
      "programme delivery",
      "nursing research and statistics",
      "performance management for nursing",
      "clinical governance",
      "learner assessments",
      "inter-professional collaboration",
      "department financial management",
      "nursing productivity and innovation"
    ],
    "deputy director of nursing (management)": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "clinical governance",
      "clinical services development",
      "clinical teaching and supervision",
      "department financial management",
      "inter-professional collaboration",
      "nursing manpower planning",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "performance management for nursing",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "service quality management",
      "strategy management"
    ],
    "deputy general manager / chief operating officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "service excellence",
      "corporate governance",
      "workplace safety and health performance management",
      "strategy development",
      "workplace safety and health culture development",
      "business presentation delivery",
      "workplace safety and health policy development",
      "intellectual property management",
      "procurement coordination and policy development",
      "financial planning",
      "conflict resolution",
      "business proposal writing",
      "operational risk management",
      "quality systems management",
      "staff performance management",
      "financial budgeting",
      "manpower forecasting",
      "opportunity development",
      "organisational performance management",
      "continuous quality improvement"
    ],
    "deputy workshop manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "vendor management",
      "technology application",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "maintenance scheduling",
      "work at heights",
      "inventory management",
      "people development",
      "equipment maintenance and housekeeping",
      "staff performance management",
      "heavy lifting machinery operation",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "bus brake systems maintenance",
      "workplace and facilities safety management",
      "bus engine system maintenance",
      "bus drivetrain systems maintenance",
      "bus electrical and electronic systems maintenance",
      "internet of things application",
      "bus regulatory compliance",
      "bus steering and suspension systems maintenance",
      "bus air-conditioning systems maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "derivatives trader": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "demand analysis",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking",
      "derivatives trading management"
    ],
    "derivatives trading manager / senior derivatives trader": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "demand analysis",
      "organisational analysis",
      "contract development and management",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "derivatives trading management",
      "solutions design thinking"
    ],
    "design coach / design accelerator": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "emerging technology synthesis",
      "user experience design",
      "systems thinking",
      "business presentation delivery",
      "design thinking practice",
      "aesthetic and design sensibility",
      "narrative design",
      "imagination and exploration",
      "digital and physical prototyping",
      "design creation and development",
      "critical thinking",
      "creative entrepreneurship",
      "conceptual thinking",
      "user testing and usability testing",
      "business model innovation",
      "empathetic design",
      "facilitation",
      "data and information visualisation",
      "cultural sensitivity for design",
      "qualitative research",
      "scenario and strategic planning"
    ],
    "design engineer": [
      "stakeholder management",
      "innovation management",
      "business negotiation",
      "emergency response management",
      "business opportunities development",
      "knowledge management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "systems integration",
      "quality system management",
      "additive manufacturing",
      "continuous process improvement",
      "lean manufacturing",
      "programme management",
      "augmented reality application",
      "big data analytics",
      "quality systems management",
      "naval architecture calculations",
      "control system programming",
      "marine equipment material selection",
      "marine design customisation",
      "interface management",
      "fuel and lubrication system design",
      "digital techniques application",
      "electrical fundamentals application",
      "project quality management",
      "propeller principles application",
      "propulsion principles application",
      "propulsion system design",
      "pump and piping design",
      "cargo system design",
      "electrical drawing",
      "safety system design",
      "piston engine principles application",
      "ballast system design",
      "structural and arrangement drawing",
      "system architecture design",
      "system configuration management",
      "aviation legislation compliance",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "cooling system design",
      "aerospace materials and hardware selection",
      "power generation system design",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "internet of things implementation",
      "green ship design",
      "heat transfer system design",
      "heating, ventilation and air conditioning system design",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "composite structures design and maintenance",
      "instrumentation and control system design",
      "aerodynamics principles application",
      "communication and navigation system design",
      "pipeline drawing",
      "equipment drawing",
      "engineering product design facilitation",
      "marine engineering calculations",
      "engineering problem solving",
      "computer-aided design application",
      "electronic fundamentals application",
      "non-metallic materials manufacturing",
      "physics concepts application",
      "mathematical concepts application"
    ],
    "design facilitator": [
      "stakeholder management",
      "business negotiation",
      "systems thinking",
      "emerging technology synthesis",
      "design thinking practice",
      "business presentation delivery",
      "creative entrepreneurship",
      "critical thinking",
      "digital and physical prototyping",
      "conceptual thinking",
      "imagination and exploration",
      "narrative design",
      "aesthetic and design sensibility",
      "cultural sensitivity for design",
      "data and information visualisation",
      "business model innovation",
      "empathetic design",
      "facilitation"
    ],
    "design production manager": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "contract development and management",
      "systems thinking",
      "emerging technology synthesis",
      "business risk management",
      "design thinking practice",
      "technical drawing",
      "design standards and specification",
      "material studies and production processes",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "digital and physical prototyping",
      "form giving",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "user testing and usability testing",
      "design sustainability and ethics management",
      "product and production engineering"
    ],
    "design project manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "systems thinking",
      "contract development and management",
      "brand management",
      "emerging technology synthesis",
      "product management",
      "business presentation delivery",
      "business risk management",
      "design thinking practice",
      "aesthetic and design sensibility",
      "data analysis and interpretation",
      "imagination and exploration",
      "critical thinking",
      "conceptual thinking",
      "user testing and usability testing",
      "design sustainability and ethics management"
    ],
    "design researcher": [
      "stakeholder management",
      "market research",
      "systems thinking",
      "design thinking practice",
      "business presentation delivery",
      "visual communication",
      "conceptual thinking",
      "critical thinking",
      "user testing and usability testing",
      "data analysis and interpretation",
      "narrative design",
      "quantitative research",
      "trend forecasting",
      "scenario and strategic planning",
      "behavioural economics in design",
      "qualitative research",
      "empathetic design",
      "design writing",
      "data and information visualisation",
      "cultural sensitivity for design",
      "facilitation"
    ],
    "design section manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "risk compliance and governance",
      "additive manufacturing",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "applied research and development management",
      "big data analytics",
      "piston engine principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "aviation legislation compliance",
      "propulsion principles application",
      "propeller principles application",
      "digital techniques application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "electrical fundamentals application",
      "computer-aided design application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "aerodynamics principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "engineering product design facilitation"
    ],
    "design section manager / head of department": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "service excellence",
      "corporate governance",
      "workplace safety and health performance management",
      "strategy development",
      "robotics and automation application",
      "workplace safety and health culture development",
      "intellectual property management",
      "business presentation delivery",
      "systems integration",
      "conflict resolution",
      "technical writing",
      "financial planning",
      "programme management",
      "quality systems management",
      "interface management",
      "manpower forecasting",
      "big data analytics",
      "naval architecture calculations",
      "operational risk management",
      "staff performance management",
      "marine design customisation",
      "system architecture design",
      "system configuration management",
      "safety system design",
      "ballast system design",
      "pump and piping design",
      "propulsion system design",
      "power generation system design",
      "organisational performance management",
      "instrumentation and control system design",
      "heating, ventilation and air conditioning system design",
      "green ship design",
      "fuel and lubrication system design",
      "cooling system design",
      "communication and navigation system design",
      "cargo system design",
      "marine engineering calculations"
    ],
    "designer": [
      "user experience design",
      "systems thinking",
      "intellectual property management",
      "design thinking practice",
      "business presentation delivery",
      "technical drawing",
      "material studies and production processes",
      "design sketching",
      "design standards and specification",
      "aesthetic and design sensibility",
      "form giving",
      "narrative design",
      "imagination and exploration",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "visual communication",
      "empathetic design",
      "design sustainability and ethics management",
      "product and production engineering",
      "cultural sensitivity for design"
    ],
    "designer (engineering design)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "environmental management system framework development and implementation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "programme management",
      "technical writing",
      "design for safety",
      "engineering drawing and design specifications",
      "hazards and risk identification and management",
      "sustainable engineering"
    ],
    "desk head (chartering)": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "networking",
      "risk compliance and governance",
      "financial analysis",
      "credit risk management",
      "business data analysis",
      "technology integration",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "risk control and response planning",
      "chartering",
      "innovation"
    ],
    "desk head (sales and purchase)": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "innovation",
      "ship financing",
      "ship sale and purchase"
    ],
    "devops engineer": [
      "stakeholder management",
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "business risk management",
      "test planning",
      "user interface design",
      "business requirements mapping",
      "network configuration",
      "business needs analysis",
      "system integration",
      "applications integration",
      "software testing",
      "software configuration",
      "applications support and enhancement",
      "database administration",
      "business agility",
      "problem management",
      "agile software development",
      "quality standards",
      "security administration",
      "software design",
      "data design",
      "continuous integration and continuous deployment",
      "configuration tracking",
      "systems design",
      "applications development",
      "agile coaching"
    ],
    "digital asset librarian": [
      "emergency response management",
      "media content cataloguing",
      "media data management"
    ],
    "digital asset manager": [
      "emergency response management",
      "media content cataloguing",
      "media data management"
    ],
    "digital transformation executive": [
      "change management",
      "project management",
      "business planning",
      "continuous improvement management",
      "business environment analysis",
      "technology application",
      "emerging technology synthesis",
      "user experience design",
      "benchmarking",
      "business needs analysis",
      "data collection and analysis",
      "ethical culture",
      "product design and development",
      "standard operating procedures development",
      "market research and analysis"
    ],
    "digital transformation manager": [
      "change management",
      "project management",
      "business planning",
      "continuous improvement management",
      "business environment analysis",
      "technology application",
      "user experience design",
      "emerging technology synthesis",
      "quality assurance",
      "benchmarking",
      "business needs analysis",
      "product design and development",
      "ethical culture",
      "data collection and analysis",
      "standard operating procedures development",
      "market research and analysis",
      "people performance management",
      "scenario planning and analysis",
      "information technology application support and monitoring"
    ],
    "director": [
      "stakeholder management",
      "change management",
      "financial management",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "social sector policy influence",
      "ethics, values and legislation",
      "department performance management",
      "trends evaluation and application",
      "quality and audit management",
      "diversity awareness and management",
      "resilience and self-care",
      "visioning and strategic planning",
      "team management",
      "child safety and protection",
      "coaching and mentoring for educators",
      "collaborative practices across disciplines and sectors",
      "staff continuous learning",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "diversity and inclusion",
      "situation management with families and community",
      "collaborative practices with stakeholders across disciplines",
      "professional advice and engagement",
      "community partnership",
      "operations management",
      "data and information management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "financial administration",
      "centre innovation and change adoption"
    ],
    "director (engineering)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "manpower planning",
      "internet of things management",
      "business performance management",
      "data and statistical analytics",
      "strategy development",
      "project feasibility assessment",
      "contract development and management",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "engineering safety standards interpretation",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "technology road mapping",
      "business presentation delivery",
      "robotic and automation technology application",
      "programme management",
      "procurement coordination and policy development",
      "staff management",
      "organisational resource management",
      "artificial intelligence application",
      "building information modelling application",
      "business proposal writing",
      "commissioning and start-up management",
      "conflict resolution",
      "reliability engineering management",
      "instrumentation and control design engineering management",
      "cost management",
      "hazards and risk identification and management",
      "design for safety",
      "project risk management",
      "electrical engineering management",
      "front-end engineering and design",
      "civil and structural engineering management",
      "sustainable engineering",
      "geotechnical engineering management",
      "organisational risk management",
      "mechanical engineering management"
    ],
    "director (operations and maintenance)": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "manpower planning",
      "internet of things management",
      "business performance management",
      "data and statistical analytics",
      "strategy development",
      "asset management",
      "contract development and management",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "technology road mapping",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "business presentation delivery",
      "environmental management system framework development and implementation",
      "programme management",
      "organisational resource management",
      "building information modelling application",
      "business proposal writing",
      "staff management",
      "artificial intelligence application",
      "maintenance scheduling",
      "preventive maintenance",
      "hazards and risk identification and management",
      "project risk management",
      "electrical engineering management",
      "cost management",
      "instrumentation and control design engineering management",
      "organisational risk management",
      "mechanical engineering management",
      "civil and structural engineering management",
      "maintenance strategy management",
      "sustainable engineering",
      "geotechnical engineering management"
    ],
    "director (project financing)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "business performance management",
      "strategy development",
      "project feasibility assessment",
      "financial analysis",
      "contract development and management",
      "capital expenditure and investment evaluation",
      "business presentation delivery",
      "technology road mapping",
      "financial modelling",
      "business proposal writing",
      "programme management",
      "staff management",
      "organisational resource management",
      "valuation conclusion and reporting",
      "valuation approaches and methodologies",
      "capital raising",
      "project risk management",
      "cost management",
      "valuation research and analysis",
      "organisational risk management"
    ],
    "director (single camera production, multiple camera production)": [
      "production team and crew selection",
      "visual style development",
      "creative storytelling",
      "direction",
      "immersive design",
      "talent casting"
    ],
    "director / managing director / chief executive / general manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "financial management",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "strategy development",
      "workplace safety and health culture development",
      "people management",
      "workplace safety and health framework development and implementation",
      "design thinking practice",
      "building information modelling application",
      "business proposal writing",
      "engineering contract management",
      "competitive business strategy",
      "dispute resolution",
      "data collection and analysis",
      "project risk management",
      "research and information synthesis",
      "technology scanning",
      "construction technology",
      "green building strategy implementation",
      "ethical climate",
      "integrated digital delivery application"
    ],
    "director / senior regional manager / senior corporate manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "corporate governance",
      "internet of things management",
      "data synthesis",
      "conflict resolution",
      "cloud computing application",
      "financial budgeting",
      "staff performance management",
      "technology infrastructure management and integration",
      "project coordination"
    ],
    "director of marketing communications / director of public relations / assistant director of marketing communications / assistant director of public relations": [
      "market research",
      "business negotiation",
      "budgeting",
      "data analytics",
      "marketing campaign management",
      "vendor management",
      "customer behaviour analysis",
      "digital marketing",
      "market profiling",
      "marketing communications plan development",
      "brand management",
      "business presentation delivery",
      "media strategy development",
      "public relations management",
      "social media marketing",
      "staff management",
      "market trend analysis",
      "people development",
      "service brand",
      "technology adoption and innovation"
    ],
    "director of nursing (clinical)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "clinical services development",
      "patient care delivery in nursing",
      "strategy management",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "clinical teaching and supervision",
      "clinical governance",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "department financial management",
      "medication management in nursing"
    ],
    "director of nursing (education)": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "curriculum design",
      "clinical teaching and supervision",
      "professional, legal and ethical healthcare practice",
      "strategy management",
      "service quality management",
      "quality improvement and safe practices",
      "programme evaluation",
      "programme delivery",
      "nursing research and statistics",
      "performance management for nursing",
      "clinical governance",
      "learner assessments",
      "inter-professional collaboration",
      "department financial management",
      "nursing productivity and innovation"
    ],
    "director of nursing (management)": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "clinical governance",
      "clinical services development",
      "clinical teaching and supervision",
      "department financial management",
      "inter-professional collaboration",
      "nursing manpower planning",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "performance management for nursing",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "service quality management",
      "strategy management"
    ],
    "director of operations / plant manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "internet of things management",
      "risk management",
      "business performance management",
      "workplace safety and health performance management",
      "business environment analysis",
      "strategy development",
      "systems thinking",
      "good manufacturing practices implementation",
      "quality system management",
      "data synthesis",
      "manufacturing process management",
      "technical presentation",
      "hazards and risk control, and policy management",
      "green manufacturing design and implementation",
      "equipment maintenance",
      "conflict resolution",
      "automation process control",
      "business networking",
      "business relationship building",
      "data analytics system design",
      "continuous process improvement",
      "active and smart packaging",
      "automated system design",
      "document control",
      "food safety management",
      "automated food manufacturing system maintenance",
      "food production management",
      "international trade legislation for business",
      "embedded system integration",
      "advanced processing technology",
      "food manufacturing facility maintenance",
      "food manufacturing process design",
      "new product introduction for food"
    ],
    "director of photography (specialty camera operation)": [
      "project management",
      "procurement for production operations",
      "production team and crew selection",
      "visual style development",
      "360 degree camera operations",
      "aerial camera operations",
      "camera operations",
      "cranes, remote heads and jibs operations",
      "high speed camera operations",
      "holographic camera operations",
      "immersive design",
      "stabilised camera operations",
      "underwater camera operations",
      "vehicle camera operations"
    ],
    "director of revenue management": [
      "change management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "customer acquisition management",
      "knowledge management",
      "business presentation delivery",
      "business relationship building",
      "staff management",
      "dispute resolution",
      "market trend analysis",
      "organisational relationship building",
      "people and performance management",
      "people development",
      "room revenue management",
      "room distribution channel management",
      "legal compliance management",
      "revenue optimisation",
      "hospitality data collection and analysis",
      "technology adoption and innovation"
    ],
    "director of sales / director of catering / assistant director of sales / assistant director of catering": [
      "service excellence",
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "customer acquisition management",
      "customer behaviour analysis",
      "business presentation delivery",
      "business relationship building",
      "staff management",
      "dispute resolution",
      "organisational relationship building",
      "people development",
      "proposal writing",
      "sales channel management",
      "people and performance management",
      "legal compliance management",
      "customer feedback and relationship management",
      "revenue optimisation",
      "room revenue management",
      "sales delivery",
      "sales trends and opportunities analysis",
      "customer challenges management"
    ],
    "director of sales and marketing": [
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "knowledge management",
      "business relationship building",
      "brand management",
      "business presentation delivery",
      "public relations management",
      "staff management",
      "room revenue management",
      "dispute resolution",
      "organisational relationship building",
      "people and performance management",
      "people development",
      "sales channel management",
      "marketing strategy development and implementation",
      "revenue optimisation",
      "legal compliance management",
      "technology adoption and innovation"
    ],
    "discipline engineer": [
      "change management",
      "project management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "engineering safety standards interpretation",
      "environmental management system framework development and implementation",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "third party management",
      "data analytics system design",
      "technical presentation",
      "commissioning and start-up management",
      "engineering management of change",
      "engineering project management",
      "reliability engineering management",
      "electrical engineering management",
      "technical report writing",
      "inspection engineering management",
      "instrumentation and control design engineering management",
      "engineering support management",
      "asset integrity management",
      "plant turnaround management",
      "process safety management framework development and implementation",
      "incident investigation management",
      "mechanical static equipment engineering management",
      "mechanical rotating equipment engineering management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "front-end engineering design management",
      "equipment and system value engineering management",
      "engineering, procurement and construction management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "dispatch operator / transport operator / last mile delivery driver / container driver": [
      "equipment maintenance",
      "risk management and administration",
      "dangerous goods management",
      "cargo and receipt inspection",
      "cold chain operations administration",
      "shipment load planning and palletisation / consolidation",
      "time sensitive cargo delivery management",
      "transportation equipment handling",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "duty terminal manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "crisis communication and media management",
      "standard operating procedures development",
      "accident and incident response management",
      "behavioural analysis and predictive screening",
      "airport service quality management",
      "financial planning and budget management",
      "flight disruptions and irregular operations management",
      "airport audit and compliance",
      "internet of things application",
      "airport safeguarding and security",
      "airport operations management",
      "passenger information systems management",
      "passenger movement management",
      "service branding and coaching",
      "airport collaborative decision making model application"
    ],
    "e-commerce associate / assistant": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business opportunities development",
      "data analytics",
      "crisis management",
      "conflict management",
      "knowledge management",
      "customer acquisition management",
      "customer behaviour analysis",
      "marketing campaign management",
      "brand portfolio management",
      "sales target management",
      "demand analysis",
      "e-commerce campaign management",
      "intellectual property management",
      "website design",
      "systems thinking application",
      "inventory control",
      "consumer intelligence analysis",
      "website performance management",
      "business relationship building",
      "product advisory",
      "productivity improvement",
      "social media marketing",
      "service challenges",
      "delivery management",
      "social media management",
      "service leadership",
      "visual collaterals production",
      "market trend analysis",
      "service innovation",
      "service planning and implementation",
      "brand campaign management",
      "international marketing programmes management",
      "communications channel management",
      "content management",
      "emerging technology",
      "content writing and editing",
      "customer relationship management operations",
      "infographics and data visualisation",
      "data-mining and modelling",
      "business operational planning",
      "colour concept application",
      "visual design and communication principles",
      "user interface and user experience (ui/ux) optimisation",
      "typeface and layout production",
      "compliance with legal regulations",
      "content management system utilisation",
      "customer experience innovation",
      "sentiment analysis",
      "delivery optimisation",
      "search engine optimisation (seo)",
      "digital asset and file management",
      "rules-based copy editing",
      "drive productivity and innovation",
      "process improvement",
      "problem identification",
      "paid search engine marketing (sem)",
      "order fulfilment and returns processing",
      "mobile apps marketing",
      "game-based marketing",
      "ict disaster recovery management",
      "idea generation and selection",
      "workplace communications"
    ],
    "e-commerce director": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "business continuity management",
      "business continuity planning",
      "data analytics",
      "crisis management",
      "conflict management",
      "knowledge management",
      "business performance management",
      "customer acquisition management",
      "marketing campaign management",
      "customer behaviour analysis",
      "sales target management",
      "demand analysis",
      "brand portfolio management",
      "business risk assessment",
      "e-commerce campaign management",
      "intellectual property management",
      "systems thinking application",
      "customer loyalty and retention strategy formulation",
      "productivity improvement",
      "consumer intelligence analysis",
      "website performance management",
      "business relationship building",
      "inventory control",
      "social media marketing",
      "social media management",
      "delivery management",
      "service challenges",
      "vision leadership",
      "service leadership",
      "service planning and implementation",
      "market trend analysis",
      "market entry strategy formulation",
      "organisational planning and target setting",
      "brand campaign management",
      "international marketing programmes management",
      "communications channel management",
      "customer relationship management operations",
      "content writing and editing",
      "content management",
      "infographics and data visualisation",
      "emerging technology",
      "user interface and user experience (ui/ux) optimisation",
      "typeface and layout production",
      "data-mining and modelling",
      "compliance with legal regulations",
      "content management system utilisation",
      "visual design and communication principles",
      "customer experience innovation",
      "service partnerships",
      "business operational planning",
      "technology strategy formulation",
      "sentiment analysis",
      "service brand",
      "search engine optimisation (seo)",
      "delivery optimisation",
      "digital asset and file management",
      "productivity and innovation strategy",
      "process improvement",
      "paid search engine marketing (sem)",
      "organisational strategy formulation",
      "drive productivity and innovation",
      "organisational alignment and interdependency analysis",
      "order fulfilment and returns processing",
      "mobile apps marketing",
      "game-based marketing",
      "ict disaster recovery management",
      "workplace communications"
    ],
    "e-commerce executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "business continuity management",
      "data analytics",
      "business opportunities development",
      "crisis management",
      "conflict management",
      "customer acquisition management",
      "knowledge management",
      "marketing campaign management",
      "customer behaviour analysis",
      "brand portfolio management",
      "demand analysis",
      "sales target management",
      "website design",
      "systems thinking application",
      "business risk assessment",
      "intellectual property management",
      "e-commerce campaign management",
      "service challenges",
      "product advisory",
      "productivity improvement",
      "service coaching",
      "social media management",
      "delivery management",
      "customer loyalty and retention strategy formulation",
      "social media marketing",
      "consumer intelligence analysis",
      "vision leadership",
      "business relationship building",
      "website performance management",
      "inventory control",
      "service innovation",
      "service leadership",
      "service planning and implementation",
      "market trend analysis",
      "visual collaterals production",
      "brand campaign management",
      "international marketing programmes management",
      "communications channel management",
      "content management",
      "emerging technology",
      "content writing and editing",
      "customer relationship management operations",
      "infographics and data visualisation",
      "data-mining and modelling",
      "business operational planning",
      "colour concept application",
      "visual design and communication principles",
      "compliance with legal regulations",
      "user interface and user experience (ui/ux) optimisation",
      "typeface and layout production",
      "content management system utilisation",
      "customer experience innovation",
      "digital asset and file management",
      "delivery optimisation",
      "drive productivity and innovation",
      "sentiment analysis",
      "search engine optimisation (seo)",
      "rules-based copy editing",
      "game-based marketing",
      "ict disaster recovery management",
      "process improvement",
      "problem identification",
      "paid search engine marketing (sem)",
      "order fulfilment and returns processing",
      "mobile apps marketing",
      "idea generation and selection",
      "workplace communications"
    ],
    "e-commerce manager": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "business continuity management",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "crisis management",
      "conflict management",
      "business performance management",
      "knowledge management",
      "customer acquisition management",
      "marketing campaign management",
      "customer behaviour analysis",
      "sales target management",
      "demand analysis",
      "brand portfolio management",
      "systems thinking application",
      "website design",
      "business risk assessment",
      "e-commerce campaign management",
      "intellectual property management",
      "service challenges",
      "productivity improvement",
      "social media management",
      "inventory control",
      "delivery management",
      "customer loyalty and retention strategy formulation",
      "social media marketing",
      "consumer intelligence analysis",
      "vision leadership",
      "business relationship building",
      "website performance management",
      "service leadership",
      "service planning and implementation",
      "organisational planning and target setting",
      "market trend analysis",
      "market entry strategy formulation",
      "brand campaign management",
      "international marketing programmes management",
      "infographics and data visualisation",
      "content management",
      "communications channel management",
      "customer relationship management operations",
      "emerging technology",
      "content writing and editing",
      "data-mining and modelling",
      "service partnerships",
      "customer experience innovation",
      "content management system utilisation",
      "technology strategy formulation",
      "service brand",
      "typeface and layout production",
      "user interface and user experience (ui/ux) optimisation",
      "compliance with legal regulations",
      "visual design and communication principles",
      "business operational planning",
      "delivery optimisation",
      "sentiment analysis",
      "idea generation and selection",
      "search engine optimisation (seo)",
      "digital asset and file management",
      "rules-based copy editing",
      "drive productivity and innovation",
      "productivity and innovation strategy",
      "process improvement",
      "problem identification",
      "paid search engine marketing (sem)",
      "organisational strategy formulation",
      "organisational alignment and interdependency analysis",
      "order fulfilment and returns processing",
      "mobile apps marketing",
      "game-based marketing",
      "ict disaster recovery management",
      "workplace communications"
    ],
    "early intervention educator": [
      "resilience and self-care",
      "learning environment design",
      "child functional needs assessment",
      "health, hygiene and nutrition for children",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "interaction and relationship",
      "individualised intervention planning and implementation",
      "family and caregiver engagement",
      "child observation",
      "early intervention principles and practices",
      "early intervention curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "early intervention teacher": [
      "stakeholder management",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "practice supervision",
      "reflexive practice",
      "research data collection and management",
      "social sector policy influence",
      "social service programme development",
      "social service programme evaluation",
      "social service programme implementation",
      "trends evaluation and application"
    ],
    "early years educators": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "economist": [
      "strategy planning",
      "business environment analysis",
      "benchmarking",
      "business needs analysis",
      "data collection and analysis",
      "ethical culture",
      "research and information synthesis",
      "valuation",
      "data analytics and computational modelling",
      "market research and analysis",
      "qualitative analysis",
      "technical analysis"
    ],
    "education and programmes executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "service excellence",
      "business performance management",
      "technology application",
      "business data analysis",
      "strategy implementation",
      "risk management and administration",
      "resource management",
      "content writing and editing",
      "financial planning and analysis",
      "visual collaterals production",
      "technology scanning",
      "tourism and economic development",
      "attractions programme development",
      "product, content and experience performance management",
      "volunteer management"
    ],
    "electricity transmission and distribution department manager": [
      "innovation management",
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "contract management",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "third party management",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "technical report writing",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "access control management",
      "business planning management",
      "electricity service connections planning",
      "power quality management",
      "transmission and distribution facilities maintenance management",
      "threat and vulnerability management",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "condition monitoring",
      "corrective maintenance management",
      "reliability centred maintenance",
      "relay and protection systems development",
      "cyber incident management",
      "cybersecurity framework application",
      "people capability development",
      "electricity network operations management",
      "detection and monitoring application",
      "network monitoring, control and supply restoration",
      "network equipment testing",
      "network diversion management",
      "mobile generator deployment",
      "meter and associated equipment maintenance management",
      "mechanical maintenance management",
      "electrical maintenance management",
      "electricity meter and associated equipment installation and commissioning",
      "electricity metering data management",
      "electricity network incident management",
      "instrumentation and control maintenance management"
    ],
    "embedded systems engineer": [
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "performance management",
      "vendor management",
      "business environment analysis",
      "emerging technology synthesis",
      "business risk management",
      "test planning",
      "business needs analysis",
      "embedded systems integration",
      "network configuration",
      "control system programming",
      "applications integration",
      "system integration",
      "software testing",
      "software configuration",
      "solution architecture",
      "applications development",
      "software design",
      "network security",
      "embedded systems interface design",
      "configuration tracking",
      "embedded systems programming"
    ],
    "embedded systems engineering manager": [
      "stakeholder management",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "performance management",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "strategy implementation",
      "user interface design",
      "test planning",
      "business risk management",
      "business innovation",
      "business requirements mapping",
      "business needs analysis",
      "embedded systems integration",
      "software configuration",
      "system integration",
      "people and performance management",
      "applications integration",
      "control system programming",
      "software testing",
      "applications development",
      "solution architecture",
      "software design",
      "problem management",
      "embedded systems programming",
      "embedded systems interface design",
      "configuration tracking",
      "network security"
    ],
    "emergency medical technician": [
      "airway assessment and management",
      "ambulance readiness and maintenance",
      "breathing assessment and management",
      "circulation assessment and management",
      "disability assessment and management",
      "effective communication in nursing",
      "exposure assessment and management",
      "infection prevention and control in nursing practice",
      "initial assessment",
      "medication administration for prehospital cases",
      "quality improvement and safe practices",
      "special situations in prehospital setting",
      "symptoms and conditions management",
      "transportation and handover of patient",
      "trauma assessment and management"
    ],
    "energy trading and portfolio management department manager": [
      "continuous improvement management",
      "internet of things management",
      "staff training facilitation",
      "data management",
      "regulatory compliance",
      "business planning management",
      "business intelligence and data analytics",
      "trading reporting and assessment",
      "trading pool management",
      "trading analysis",
      "technology and systems application",
      "people capability development",
      "risk and compliance management",
      "outage planning",
      "hedging management",
      "fuel trading",
      "energy trading portfolio optimisation",
      "wholesale transaction management"
    ],
    "energy trading manager": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "regulatory compliance",
      "business planning management",
      "business intelligence and data analytics",
      "fuel trading",
      "outage planning",
      "people capability development",
      "technology and systems application",
      "trading analysis",
      "trading pool management",
      "trading reporting and assessment",
      "wholesale transaction management"
    ],
    "energy trading trader": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "regulatory compliance",
      "business intelligence and data analytics",
      "fuel trading",
      "outage planning",
      "technology and systems application",
      "trading analysis",
      "trading pool management",
      "trading reporting and assessment",
      "wholesale transaction management"
    ],
    "engine driver": [
      "cyber security",
      "electrical, electronic and control engineering",
      "fire prevention and fire-fighting",
      "maintenance and repair",
      "personal survival techniques",
      "propulsion, plant and machinery",
      "ship seaworthiness and pollution prevention",
      "survival craft and rescue boats"
    ],
    "engineer": [
      "change management",
      "project management",
      "innovation management",
      "emergency response management",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "user experience design",
      "robotics and automation application",
      "organisational analysis",
      "networking",
      "workplace safety and health culture development",
      "quality system management",
      "user interface design",
      "data synthesis",
      "additive manufacturing",
      "workplace safety and health system management",
      "condition-based assets monitoring management",
      "laser and optics application",
      "automated operation monitoring",
      "vision leadership",
      "automation process control",
      "manufacturing process management",
      "manufacturing process design",
      "machining",
      "lean manufacturing",
      "continuous process improvement",
      "data analytics system design",
      "equipment maintenance",
      "embedded systems integration",
      "geometric dimensioning and tolerancing",
      "automated system design",
      "precision measurement",
      "staff performance management",
      "surface preparation and protection",
      "people development",
      "new product introduction",
      "cutting",
      "metallic material characterisation",
      "value analysis",
      "material joining",
      "computer-aided manufacturing",
      "augmented reality application",
      "failure analysis",
      "inventory management",
      "work at heights",
      "virtual reality application",
      "bus electrical and electronic systems maintenance",
      "automation systems maintenance",
      "bus air-conditioning systems maintenance",
      "welding",
      "systems engineering thinking",
      "workplace and facilities safety management",
      "bus brake systems maintenance",
      "bus drivetrain systems maintenance",
      "workplace safety and health for incident and accident investigation",
      "quality process control",
      "pneumatic systems management",
      "production line set-up",
      "computer-aided design",
      "hydraulic systems management",
      "cleanliness and contamination control",
      "internet of things application",
      "bus steering and suspension systems maintenance",
      "jigs and fixture design",
      "engineering product design",
      "engineering maintenance management",
      "manufacturing technology",
      "polymeric material characterisation",
      "metal forming",
      "metal-based additive manufacturing",
      "bus regulatory compliance",
      "bus engine system maintenance",
      "plastic injection moulding",
      "heat treatment process",
      "polymeric additive manufacturing",
      "metrology management"
    ],
    "engineer (engineering design)": [
      "stakeholder management",
      "change management",
      "market research",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "environmental management system framework development and implementation",
      "test planning",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "business presentation delivery",
      "organisational resource management",
      "building information modelling application",
      "technical writing",
      "technical inspection",
      "staff management",
      "programme management",
      "artificial intelligence application",
      "design for safety",
      "project risk management",
      "cost management",
      "reliability engineering management",
      "electrical engineering management",
      "engineering drawing and design specifications",
      "hazards and risk identification and management",
      "instrumentation and control design engineering management",
      "mechanical engineering management",
      "organisational risk management",
      "front-end engineering and design",
      "civil and structural engineering management",
      "sustainable engineering",
      "geotechnical engineering management"
    ],
    "engineer (engineering procurement)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "technology application",
      "contract development and management",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "quality system management",
      "building information modelling application",
      "programme management",
      "technical writing",
      "staff management",
      "organisational resource management",
      "procurement performance monitoring",
      "procurement coordination and policy development",
      "third party management",
      "project risk management",
      "inventory management",
      "cost management",
      "organisational risk management",
      "materials inspection",
      "sustainable engineering"
    ],
    "engineer (project development)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "project feasibility assessment",
      "technology application",
      "contract development and management",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "programme management",
      "organisational resource management",
      "technical writing",
      "staff management",
      "building information modelling application",
      "business proposal writing",
      "hazards and risk identification and management",
      "electrical engineering management",
      "project risk management",
      "cost management",
      "instrumentation and control design engineering management",
      "mechanical engineering management",
      "organisational risk management",
      "geotechnical engineering management",
      "civil and structural engineering management"
    ],
    "engineer - linear media infrastructure": [
      "emergency response management",
      "contract and vendor management",
      "broadcast infrastructure design",
      "broadcast infrastructure installation",
      "broadcast infrastructure maintenance"
    ],
    "engineer / assistant engineer": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "equipment and systems testing",
      "technical inspection",
      "building information modelling application",
      "technical writing",
      "value engineering",
      "transportation route and schedule planning",
      "critical thinking",
      "site assessment and analysis",
      "project risk management",
      "design for safety",
      "equipment and systems installation and commissioning management",
      "green building strategy implementation",
      "design for maintainability",
      "regulatory submission and clearance",
      "design for manufacturing and assembly",
      "construction technology",
      "integrated digital delivery application"
    ],
    "engineer / engineering manager / maintenance manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "internet of things management",
      "risk management",
      "business performance management",
      "workplace safety and health performance management",
      "strategy development",
      "systems thinking",
      "quality system management",
      "good manufacturing practices implementation",
      "data synthesis",
      "process validation",
      "technical presentation",
      "data analytics system design",
      "equipment maintenance",
      "continuous process improvement",
      "conflict resolution",
      "business networking",
      "automation process control",
      "green manufacturing design and implementation",
      "hazards and risk control, and policy management",
      "automated operation monitoring",
      "manufacturing process management",
      "technical report writing",
      "utilities management",
      "active and smart packaging",
      "food safety management",
      "document control",
      "automated system design",
      "new product introduction for food",
      "food manufacturing process design",
      "advanced processing technology",
      "embedded system integration",
      "automated food manufacturing system maintenance",
      "food manufacturing facility maintenance"
    ],
    "engineer / supervisor (commissioning)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "quality system management",
      "business presentation delivery",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "equipment and systems testing",
      "programme management",
      "third party management",
      "commissioning and start-up management",
      "technical writing",
      "technical inspection",
      "structural testing",
      "staff management",
      "building information modelling application",
      "organisational resource management",
      "project risk management",
      "cost management",
      "electrical engineering management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "design for safety",
      "geotechnical engineering management",
      "organisational risk management",
      "sustainable engineering",
      "mechanical engineering management",
      "civil and structural engineering management"
    ],
    "engineer / supervisor (engineering construction)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "data and statistical analytics",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "systems integration",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "engineering safety standards interpretation",
      "business presentation delivery",
      "equipment and systems testing",
      "staff management",
      "building information modelling application",
      "installation and assembly",
      "third party management",
      "artificial intelligence application",
      "technical writing",
      "organisational resource management",
      "technical inspection",
      "programme management",
      "structural testing",
      "conflict resolution",
      "project risk management",
      "cost management",
      "design for safety",
      "electrical engineering management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "inventory management",
      "geotechnical engineering management",
      "sustainable engineering",
      "civil and structural engineering management",
      "organisational risk management",
      "mechanical engineering management"
    ],
    "engineer / supervisor (operations and maintenance)": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "data and statistical analytics",
      "technology application",
      "workplace safety and health culture development",
      "asset management",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "staff management",
      "structural testing",
      "technical inspection",
      "programme management",
      "technical writing",
      "third party management",
      "organisational resource management",
      "artificial intelligence application",
      "building information modelling application",
      "equipment and systems testing",
      "maintenance scheduling",
      "equipment maintenance and housekeeping",
      "facility maintenance",
      "cost management",
      "electrical engineering management",
      "equipment and systems repair",
      "inventory management",
      "hazards and risk identification and management",
      "project risk management",
      "instrumentation and control design engineering management",
      "preventive maintenance",
      "geotechnical engineering management",
      "sustainable engineering",
      "civil and structural engineering management",
      "organisational risk management",
      "mechanical engineering management"
    ],
    "engineering and maintenance department manager": [
      "innovation management",
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "organisational resource management",
      "regulatory compliance",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "technical report writing",
      "business planning management",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "cyber incident management",
      "power plant operations management",
      "business intelligence and data analytics",
      "reliability centred maintenance",
      "outage planning",
      "plant equipment diagram review",
      "people capability development",
      "electrical maintenance management",
      "operational technology security design",
      "operational technology security audit management",
      "autonomous systems technology application",
      "instrumentation and control maintenance management",
      "condition monitoring",
      "corrective maintenance management",
      "mechanical maintenance management"
    ],
    "engineering and maintenance director": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business planning",
      "risk management",
      "business performance management",
      "strategy development",
      "systems thinking",
      "good manufacturing practices implementation",
      "business networking",
      "conflict resolution",
      "technical presentation",
      "process optimisation",
      "automated process design",
      "maintenance strategy development",
      "utilities management",
      "big data analysis",
      "continuous improvement"
    ],
    "engineering and maintenance engineer": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "vendor management",
      "systems thinking",
      "asset management",
      "workplace safety and health framework development and implementation",
      "good manufacturing practices implementation",
      "test planning",
      "technical report writing",
      "process optimisation",
      "conflict resolution",
      "regulatory compliance",
      "green manufacturing design and implementation",
      "staff training facilitation",
      "technical presentation",
      "third party management",
      "automated process design",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "computerised systems validation",
      "manufacturing systems operation and control",
      "utilities management",
      "equipment and systems installation and commissioning management",
      "automated equipment and control systems configuration",
      "hazards and risk identification and management",
      "facility maintenance",
      "equipment qualification",
      "equipment and systems repair",
      "preventive maintenance",
      "reliability centred maintenance",
      "power plant operations management",
      "autonomous systems technology application",
      "automated process control",
      "process analytical technology implementation",
      "condition monitoring",
      "plant equipment diagram review",
      "people capability development",
      "continuous improvement",
      "corrective maintenance management",
      "cleaning and sterilising",
      "cyber incident management",
      "electrical maintenance management",
      "business intelligence and data analytics",
      "engineering drawing",
      "flexible facilities implementation",
      "health, safety and environment procedures implementation",
      "instrumentation and control maintenance management",
      "big data analysis",
      "manufacturing equipment operation and control",
      "operational technology security audit management",
      "operational technology security design",
      "outage planning",
      "mechanical maintenance management"
    ],
    "engineering and maintenance manager": [
      "innovation management",
      "project management",
      "change management",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "business performance management",
      "risk management",
      "vendor management",
      "strategy development",
      "asset management",
      "systems thinking",
      "good manufacturing practices implementation",
      "technology road mapping",
      "test planning",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "third party management",
      "technical presentation",
      "installation and assembly",
      "conflict resolution",
      "staff training facilitation",
      "regulatory compliance",
      "equipment qualification",
      "utilities management",
      "business planning management",
      "technical report writing",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "preventive maintenance",
      "automated process design",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "maintenance strategy development",
      "power plant operations management",
      "condition monitoring",
      "autonomous systems technology application",
      "people capability development",
      "hazard and risk identification and management",
      "business intelligence and data analytics",
      "plant equipment diagram review",
      "health, safety and environment procedures implementation",
      "electrical maintenance management",
      "team effectiveness management",
      "instrumentation and control maintenance management",
      "flexible facilities implementation",
      "cyber incident management",
      "outage planning",
      "continuous improvement",
      "reliability centred maintenance",
      "mechanical maintenance management",
      "corrective maintenance management",
      "process analytical technology implementation",
      "operational technology security audit management",
      "operational technology security design"
    ],
    "engineering and maintenance principal / senior engineer": [
      "innovation management",
      "change management",
      "systems thinking",
      "test planning",
      "good manufacturing practices implementation",
      "technical presentation",
      "process optimisation",
      "installation and assembly",
      "green manufacturing design and implementation",
      "conflict resolution",
      "equipment and systems repair",
      "automated process design",
      "computerised systems validation",
      "process monitoring",
      "preventive maintenance",
      "manufacturing systems operation and control",
      "equipment qualification",
      "maintenance strategy development",
      "facility maintenance",
      "automated equipment and control systems configuration",
      "continuous improvement",
      "manufacturing equipment operation and control",
      "health, safety and environment procedures implementation",
      "automated process control",
      "process analytical technology implementation",
      "engineering drawing",
      "flexible facilities implementation",
      "big data analysis"
    ],
    "engineering and maintenance principal engineer": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "preventive maintenance management",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "electrical maintenance management",
      "business intelligence and data analytics",
      "reliability centred maintenance",
      "condition monitoring",
      "plant equipment diagram review",
      "power plant operations management",
      "people capability development",
      "outage planning",
      "operational technology security design",
      "autonomous systems technology application",
      "mechanical maintenance management",
      "corrective maintenance management",
      "instrumentation and control maintenance management",
      "cyber incident management",
      "operational technology security audit management"
    ],
    "engineering and maintenance senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "electrical field maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "power plant operations management",
      "corrective maintenance management",
      "plant equipment diagram review",
      "people capability development",
      "condition monitoring",
      "autonomous systems technology application",
      "instrumentation and control maintenance management",
      "business intelligence and data analytics",
      "outage planning"
    ],
    "engineering and maintenance senior technician": [
      "innovation management",
      "change management",
      "project management",
      "vendor management",
      "systems thinking",
      "good manufacturing practices implementation",
      "equipment and systems testing",
      "automated operation monitoring",
      "installation and assembly",
      "automated equipment and control systems configuration",
      "manufacturing systems operation and control",
      "equipment and systems repair",
      "facility maintenance",
      "utilities management",
      "technical report writing",
      "automated process design",
      "preventive maintenance",
      "automated process control",
      "continuous improvement",
      "manufacturing equipment operation and control",
      "engineering drawing",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "flexible facilities implementation",
      "cleaning and sterilising"
    ],
    "engineering and maintenance supervisor": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "vendor management",
      "systems thinking",
      "good manufacturing practices implementation",
      "equipment and systems testing",
      "installation and assembly",
      "conflict resolution",
      "facility maintenance",
      "equipment and systems repair",
      "maintenance strategy development",
      "preventive maintenance",
      "utilities management",
      "flexible facilities implementation",
      "health, safety and environment procedures implementation",
      "continuous improvement",
      "team effectiveness management",
      "hazard and risk identification and management"
    ],
    "engineering and maintenance technical officer": [
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "preventive maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "mechanical field maintenance management",
      "electrical field maintenance management",
      "corrective maintenance management",
      "people capability development",
      "power plant operations management",
      "plant equipment diagram review",
      "business intelligence and data analytics",
      "autonomous systems technology application",
      "condition monitoring",
      "instrumentation and control maintenance management"
    ],
    "engineering and maintenance technician": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "systems thinking",
      "workplace safety and health framework development and implementation",
      "technical report writing",
      "good manufacturing practices implementation",
      "equipment and systems testing",
      "third party management",
      "regulatory compliance",
      "installation and assembly",
      "automated operation monitoring",
      "equipment and systems repair",
      "electrical field maintenance management",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "preventive maintenance",
      "facility maintenance",
      "mechanical field maintenance management",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "engineering drawing",
      "health, safety and environment procedures implementation",
      "instrumentation and control maintenance management",
      "corrective maintenance management",
      "plant equipment diagram review",
      "power plant operations management",
      "autonomous systems technology application",
      "continuous improvement",
      "flexible facilities implementation",
      "condition monitoring",
      "cleaning and sterilising",
      "business intelligence and data analytics",
      "hazard and risk identification and management"
    ],
    "engineering head (automatic fare collection)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "people development",
      "staff performance management",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering head (mechanical and electrical)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering head (permanent way and civil structure)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering head (power)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "systems engineering thinking",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering head (rolling stock / engineering train)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering head (signal and communications)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "strategy planning",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "organisational planning and target setting",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "engineering manager": [
      "change management",
      "innovation management",
      "continuous improvement management",
      "project management",
      "budgeting",
      "business continuity management",
      "business continuity planning",
      "internet of things management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "robotics and automation application",
      "workplace safety and health culture development",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "engineering safety standards interpretation",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "condition-based assets monitoring management",
      "data analytics system design",
      "third party management",
      "commissioning and start-up management",
      "procurement management",
      "organisational resource management",
      "staff management",
      "reliability engineering management",
      "staff performance management",
      "preventive maintenance management",
      "people development",
      "organisational planning and target setting",
      "instrumentation and control design engineering management",
      "electrical engineering management",
      "inspection engineering management",
      "engineering management of change",
      "engineering project management",
      "engineering support management",
      "bus engine system maintenance",
      "bus steering and suspension systems maintenance",
      "bus regulatory compliance",
      "systems engineering thinking",
      "budget management",
      "staff development management",
      "bus drivetrain systems maintenance",
      "training, coaching and assessment management",
      "bus brake systems maintenance",
      "workplace and facilities safety management",
      "bus air-conditioning systems maintenance",
      "workplace safety and health for incident and accident investigation",
      "bus electrical and electronic systems maintenance",
      "engineering maintenance management",
      "continuing professional development management",
      "internet of things application",
      "process safety management framework development and implementation",
      "plant turnaround management",
      "engineering, procurement and construction management",
      "equipment and system value engineering management",
      "front-end engineering design management",
      "organisational analysis management",
      "mechanical static equipment engineering management",
      "mechanical rotating equipment engineering management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "asset integrity management"
    ],
    "engineering service engineer / technical service engineer (aircraft engine / component maintenance)": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "automated system design",
      "augmented reality application",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "sealants process",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "welding process",
      "aerodynamics principles application",
      "helicopter aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "aerospace heat treatment process",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "aerospace maintenance practices application",
      "workshop practices application"
    ],
    "engineering service engineer / technical service engineer (aircraft maintenance)": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "automated system design",
      "augmented reality application",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "sealants process",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "welding process",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "aerodynamics principles application",
      "helicopter aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "aerospace maintenance practices application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "workshop practices application"
    ],
    "engineering service manager / technical service manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "risk compliance and governance",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "green manufacturing design and implementation",
      "cyber risk management",
      "lean manufacturing",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "automated system design",
      "applied research and development management",
      "maintenance coordination",
      "welding process",
      "propulsion principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "surface preparation and protection for aerospace manufacturing",
      "predictive maintenance",
      "aerodynamics principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "aviation legislation compliance",
      "gas turbine engine principles application"
    ],
    "enrolled nurse": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing research and statistics",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing care for the deceased",
      "nursing productivity and innovation",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "wound management in nursing"
    ],
    "enterprise architect": [
      "stakeholder management",
      "change management",
      "project management",
      "performance management",
      "strategy planning",
      "business performance management",
      "partnership management",
      "business environment analysis",
      "project feasibility assessment",
      "networking",
      "organisational analysis",
      "business innovation",
      "business risk management",
      "design thinking practice",
      "sustainability management",
      "organisational design",
      "business agility",
      "solution architecture",
      "it strategy",
      "enterprise architecture",
      "agile software development"
    ],
    "enterprise risk management associate / enterprise risk management executive": [
      "stakeholder management",
      "business continuity management",
      "data analytics",
      "risk management",
      "systems thinking",
      "data governance",
      "financial analysis",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "internal controls",
      "benchmarking",
      "fraud risk management",
      "environment and social governance",
      "macroeconomic analysis",
      "project execution and control",
      "cyber security",
      "corporate and business law",
      "professional and business ethics",
      "digital technology adoption and innovation",
      "risk advisory",
      "business process analysis",
      "governance"
    ],
    "enterprise risk management manager": [
      "stakeholder management",
      "business continuity management",
      "data analytics",
      "risk management",
      "systems thinking",
      "data governance",
      "financial analysis",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "internal controls",
      "benchmarking",
      "fraud risk management",
      "environment and social governance",
      "macroeconomic analysis",
      "project execution and control",
      "cyber security",
      "corporate and business law",
      "professional and business ethics",
      "digital technology adoption and innovation",
      "risk advisory",
      "business process analysis",
      "governance"
    ],
    "enterprise risk management senior / enterprise risk management senior executive": [
      "stakeholder management",
      "business continuity management",
      "data analytics",
      "risk management",
      "systems thinking",
      "data governance",
      "financial analysis",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "internal controls",
      "benchmarking",
      "fraud risk management",
      "environment and social governance",
      "macroeconomic analysis",
      "project execution and control",
      "cyber security",
      "corporate and business law",
      "professional and business ethics",
      "digital technology adoption and innovation",
      "risk advisory",
      "business process analysis",
      "governance"
    ],
    "environment, health and safety manager": [
      "stakeholder management",
      "emergency response management",
      "data and statistical analytics",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "environmental management system framework development and implementation",
      "incident and accident investigation",
      "workplace safety and health policy development",
      "workplace safety and health system management",
      "risk management and administration",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation"
    ],
    "environment, health and safety specialist": [
      "stakeholder management",
      "emergency response management",
      "data and statistical analytics",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "environmental management system framework development and implementation",
      "incident and accident investigation",
      "workplace safety and health policy development",
      "workplace safety and health system management",
      "risk management and administration",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation"
    ],
    "equipment engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "enterprise risk management",
      "report writing",
      "audit management",
      "good manufacturing practices implementation",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "data analytics system design",
      "effectiveness management",
      "embedded systems integration",
      "equipment maintenance",
      "automated operation monitoring",
      "quality systems management",
      "workplace safety and health practices implementation",
      "failure analysis",
      "automated system design",
      "emergency management",
      "electrostatic discharge control",
      "operation management",
      "automation system maintenance",
      "solutioning",
      "technical presentations",
      "factory system management"
    ],
    "equipment specialist": [
      "cyber security",
      "work at heights",
      "bulk cargo operations",
      "confined space work",
      "documentation and administration",
      "innovation",
      "mobile equipment - heavy duty prime mover and trailer operations",
      "mobile equipment - prime mover defensive driving",
      "port call planning",
      "quality systems",
      "rigging and signalling",
      "ship operations",
      "workplace safety and health for crane operations"
    ],
    "ess project development engineer": [
      "project management",
      "continuous improvement management",
      "procurement management",
      "regulatory compliance",
      "third party management",
      "business stakeholder management",
      "equipment and systems installation and commissioning management",
      "safe system of work development and implementation",
      "technical report writing",
      "battery systems design management",
      "business intelligence and data analytics",
      "energy management and audit",
      "permit management",
      "technology and systems application"
    ],
    "event executive / project executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "service excellence",
      "business continuity planning",
      "technology application",
      "vendor management",
      "project feasibility assessment",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "events planning and management",
      "resource management",
      "technology scanning",
      "proposal writing",
      "project administration",
      "crowd control and planning",
      "tourism and economic development"
    ],
    "event manager / project manager": [
      "stakeholder management",
      "market research",
      "project management",
      "business negotiation",
      "budgeting",
      "financial management",
      "learning and development",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "technology application",
      "project feasibility assessment",
      "vendor management",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "events planning and management",
      "succession planning",
      "resource management",
      "financial planning and analysis",
      "technology scanning",
      "crowd control and planning",
      "tourism and economic development",
      "project administration"
    ],
    "event operations director": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "business performance management",
      "project feasibility assessment",
      "workplace safety and health performance management",
      "vendor management",
      "contract development and management",
      "systems thinking application",
      "risk management and administration",
      "succession planning",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "events planning and management",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "employee and labour relations",
      "delegates and participants management",
      "tourism and economic development",
      "crowd control and planning"
    ],
    "event operations executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "project feasibility assessment",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "risk management and administration",
      "events planning and management",
      "productivity improvement",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "project administration",
      "delegates and participants management",
      "tourism and economic development",
      "crowd control and planning",
      "volunteer management"
    ],
    "event operations manager": [
      "stakeholder management",
      "market research",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "project feasibility assessment",
      "vendor management",
      "technology application",
      "workplace safety and health performance management",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "risk management and administration",
      "organisational vision, mission and values formulation",
      "events planning and management",
      "succession planning",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "project administration",
      "delegates and participants management",
      "crowd control and planning",
      "tourism and economic development",
      "volunteer management"
    ],
    "event services director": [
      "stakeholder management",
      "project management",
      "budgeting",
      "financial management",
      "learning and development",
      "continuous improvement management",
      "service excellence",
      "business continuity planning",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "vendor management",
      "systems thinking application",
      "organisational vision, mission and values formulation",
      "events planning and management",
      "succession planning",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "event services executive": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "continuous improvement management",
      "project feasibility assessment",
      "technology application",
      "vendor management",
      "strategy implementation",
      "systems thinking application",
      "events planning and management",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "project administration",
      "tourism and economic development"
    ],
    "event services manager": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "financial management",
      "learning and development",
      "continuous improvement management",
      "service excellence",
      "business continuity planning",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "project feasibility assessment",
      "technology application",
      "vendor management",
      "strategy implementation",
      "systems thinking application",
      "productivity improvement",
      "organisational vision, mission and values formulation",
      "succession planning",
      "events planning and management",
      "resource management",
      "financial planning and analysis",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "tourism and economic development",
      "project administration"
    ],
    "execution trader": [
      "emerging technology synthesis",
      "ethical culture",
      "block trading",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "electronic trading system management",
      "market liquidity and counterparty matching",
      "market research and analysis",
      "people performance management",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing",
      "trading management"
    ],
    "executive (baggage services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "financial planning and budget management",
      "baggage services management",
      "baggage security screening operations",
      "baggage lost and found operations",
      "baggage handling operations",
      "hazard and risk control and policy management"
    ],
    "executive (cargo)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "import and export documentation administration",
      "crisis communication and media management",
      "dangerous goods management",
      "service innovation",
      "cargo receipt and inspection",
      "standard operating procedures development",
      "accident and incident response management",
      "inclement weather operations and planning",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "hazard and risk control and policy management",
      "human-robot collaboration",
      "human factors management",
      "air cargo operations management",
      "ground handling services and operations management",
      "financial planning and budget management",
      "cargo warehousing operations",
      "cargo transit and transhipment management",
      "cargo tracking systems administration",
      "cargo load planning",
      "aircraft turnaround coordination",
      "unit load devices operations"
    ],
    "executive (contact centre operations) / executive (service centres) / executive (premium passenger services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "standard operating procedures development",
      "crisis communication and media management",
      "service branding and coaching",
      "airline distribution channel strategies",
      "human factors management",
      "ground services training delivery",
      "airline marketing",
      "customer and passenger handling and care",
      "call centre management",
      "airport operations management",
      "airline operations management",
      "customer service delivery"
    ],
    "executive (flight operations)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "ground handling services and operations management",
      "aircraft performance management",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "flight watching and flight following",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight planning",
      "flight dispatch",
      "financial planning and budget management",
      "aircraft turnaround coordination",
      "hazard and risk control and policy management"
    ],
    "executive (ground services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "data analytics",
      "business development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "human factors management",
      "flight disruptions and irregular operations management",
      "internet of things application",
      "customer service delivery",
      "behavioural analysis and predictive screening",
      "service branding and coaching",
      "airport operations management",
      "service level agreement management",
      "airline representation and station management",
      "airline operations management",
      "ground services training delivery"
    ],
    "executive (load control)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "hazard and risk control and policy management",
      "aircraft load planning",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight performance data calculation",
      "load control documentation",
      "financial planning and budget management",
      "aircraft weight and balance calculation",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "executive (passenger services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "baggage lost and found operations",
      "inclement weather operations and planning",
      "hazard and risk control and policy management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground handling services and operations management",
      "financial planning and budget management",
      "service branding and coaching",
      "customer and passenger handling and care",
      "baggage services management",
      "human factors management"
    ],
    "executive (production / catering-cabin)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "dangerous goods management",
      "food waste management",
      "kitchen production scheduling",
      "cabin loading activities",
      "financial planning and budget management",
      "food and beverage quality assurance framework development",
      "food and beverage quality audit and assessment",
      "internet of things application",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "food and beverage safety, hygiene and security",
      "inclement weather operations and planning",
      "human-robot collaboration",
      "human factors management",
      "aircraft turnaround coordination",
      "hazard and risk control and policy management"
    ],
    "executive (project financing)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "financial management",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "project feasibility assessment",
      "contract development and management",
      "financial analysis",
      "capital expenditure and investment evaluation",
      "programme management",
      "technical writing",
      "financial modelling",
      "business proposal writing",
      "project risk management",
      "cost management",
      "capital raising",
      "valuation approaches and methodologies",
      "valuation conclusion and reporting",
      "valuation research and analysis",
      "organisational risk management"
    ],
    "executive (ramp / technical ramp)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground support equipment operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground handling services and operations management",
      "financial planning and budget management",
      "cargo loading and unloading administration",
      "baggage loading and unloading administration",
      "hazard and risk control and policy management"
    ],
    "executive (technical services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "hazard and risk control and policy management",
      "human factors management",
      "human-robot collaboration",
      "ground support equipment operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground support equipment maintenance",
      "ground support equipment failure analysis",
      "ground handling services and operations management",
      "financial planning and budget management",
      "ground support equipment safety audit inspections"
    ],
    "executive - content acquisition": [
      "business negotiation",
      "customer behaviour analysis",
      "contract and vendor management",
      "research",
      "content acquisition management"
    ],
    "executive - content commissioning": [
      "project management",
      "contract and vendor management",
      "research",
      "concept creation",
      "content commissioning",
      "content rating and compliance"
    ],
    "executive - localisation": [
      "customer behaviour analysis",
      "research",
      "customisation and localisation"
    ],
    "executive - on-demand media technology and operations": [
      "network configuration",
      "network administration and maintenance",
      "application development",
      "content delivery network operations",
      "content ingest operations"
    ],
    "executive - programme planning and scheduling": [
      "customer experience management",
      "customer behaviour analysis",
      "market evaluation",
      "research",
      "concept creation",
      "programme planning"
    ],
    "executive - standards and practices": [
      "customer behaviour analysis",
      "content rating and compliance",
      "research"
    ],
    "executive / service supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "data analytics",
      "business planning",
      "crisis management",
      "quality assurance management",
      "systems thinking application",
      "people management",
      "food product marketing",
      "food safety and hygiene",
      "loss and risk prevention management",
      "technology application and implementation",
      "system and work process improvement",
      "workforce diversity and inclusion",
      "service innovation management",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "legislative and regulatory compliance",
      "food waste disposal and reduction",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "cost control and management",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "workplace safety and health for food and beverage operations"
    ],
    "executive chef": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "crisis management",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "people management",
      "systems thinking application",
      "business presentation delivery",
      "conflict resolution",
      "effectiveness management",
      "organisational strategising",
      "creative entrepreneurship",
      "food product marketing",
      "food safety and hygiene",
      "productivity optimisation for food and beverages operations",
      "workforce diversity and inclusion",
      "personal performance management",
      "legislative and regulatory compliance",
      "technology strategy design",
      "system and work process improvement",
      "service innovation management",
      "sustainable food production design",
      "sales management",
      "food and beverage recipe formulation",
      "information and communication technology disaster recovery management",
      "e-commerce management",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "emerging technology scanning",
      "halal certification compliance for food and beverages operations",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food science application",
      "food waste disposal and reduction",
      "workplace safety and health for food and beverage operations"
    ],
    "executive director": [
      "stakeholder management",
      "change management",
      "financial management",
      "conflict management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "people management",
      "strategy implementation",
      "resilience and self-care",
      "emergency response and crisis management",
      "social policy formulation",
      "technology application in counselling",
      "social sector policy influence",
      "advocacy and representation",
      "social policy development",
      "quality and audit management",
      "ethics, values and legislation",
      "diversity awareness and management",
      "department performance management",
      "collaborative practices across disciplines and sectors",
      "trends evaluation and application"
    ],
    "executive editor / executive producer - news and current affairs": [
      "production planning and scheduling",
      "fundraising and sponsorships",
      "media law and compliance",
      "production budget management",
      "news bulletin production",
      "news editing",
      "news story development",
      "production operations",
      "social media content creation and management"
    ],
    "executive housekeeper / director of housekeeping": [
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "service excellence",
      "business continuity planning",
      "business planning",
      "crisis management",
      "knowledge management",
      "workplace safety and health performance management",
      "vendor management",
      "service planning and implementation",
      "business presentation delivery",
      "staff management",
      "vision leadership",
      "business relationship building",
      "productivity improvement",
      "service challenges",
      "service innovation",
      "service information and results",
      "people and performance management",
      "resource management",
      "people development",
      "organisational relationship building",
      "dispute resolution",
      "service innovation culture",
      "hospitality data collection and analysis",
      "technology adoption and innovation",
      "environmental sustainability management",
      "asset and inventory management"
    ],
    "executive pastry chef": [
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "crisis management",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "brand portfolio management",
      "risk compliance and governance",
      "business presentation delivery",
      "people management",
      "systems thinking application",
      "organisational strategising",
      "conflict resolution",
      "effectiveness management",
      "food product marketing",
      "food safety and hygiene",
      "creative entrepreneurship",
      "service innovation management",
      "sustainable food production design",
      "legislative and regulatory compliance",
      "system and work process improvement",
      "technology application and implementation",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "technology strategy design",
      "workforce diversity and inclusion",
      "sales management",
      "food and beverage recipe formulation",
      "information and communication technology disaster recovery management",
      "e-commerce management",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "emerging technology scanning",
      "halal certification compliance for food and beverages operations",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food science application",
      "food waste disposal and reduction",
      "workplace safety and health for food and beverage operations"
    ],
    "executive producer - broadcast": [
      "business negotiation",
      "emergency response management",
      "fundraising and sponsorships",
      "market evaluation",
      "marketing strategy",
      "media law and compliance",
      "production budget management",
      "production team and crew selection",
      "video editing",
      "concept creation",
      "content distribution",
      "creative storytelling",
      "talent casting"
    ],
    "executive producer - film": [
      "business negotiation",
      "fundraising and sponsorships",
      "market evaluation",
      "marketing strategy",
      "content distribution"
    ],
    "executive sous chef": [
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "crisis management",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "brand portfolio management",
      "risk compliance and governance",
      "business presentation delivery",
      "people management",
      "systems thinking application",
      "organisational strategising",
      "conflict resolution",
      "effectiveness management",
      "food product marketing",
      "food safety and hygiene",
      "creative entrepreneurship",
      "service innovation management",
      "sustainable food production design",
      "legislative and regulatory compliance",
      "system and work process improvement",
      "technology application and implementation",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "technology strategy design",
      "workforce diversity and inclusion",
      "sales management",
      "food and beverage recipe formulation",
      "information and communication technology disaster recovery management",
      "e-commerce management",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "emerging technology scanning",
      "halal certification compliance for food and beverages operations",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food science application",
      "food waste disposal and reduction",
      "workplace safety and health for food and beverage operations"
    ],
    "executive, performance and rewards": [
      "project management",
      "performance management",
      "technology integration",
      "data management",
      "business acumen",
      "stakeholder engagement and management",
      "skills framework adoption",
      "operational excellence",
      "benefits management",
      "data collection and preparation",
      "compensation management",
      "human resource policies and legislation framework management",
      "human resource systems management",
      "job analysis and evaluation",
      "human resource analytics and insights",
      "organisational change management",
      "financial acumen",
      "employee communication management",
      "human resource practices implementation"
    ],
    "executive, talent attraction and employee experience and relations": [
      "project management",
      "data management",
      "technology integration",
      "business acumen",
      "data collection and preparation",
      "stakeholder engagement and management",
      "skills framework adoption",
      "selection management",
      "recruitment channel management",
      "operational excellence",
      "job analysis and evaluation",
      "organisational event management",
      "organisational change management",
      "onboarding",
      "human resource systems management",
      "industry networking",
      "conduct and behaviour management",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource analytics and insights",
      "health and wellness programme management",
      "employee relationship management",
      "employee engagement management",
      "employee communication management",
      "diversity and inclusion management",
      "digital marketing and communication",
      "workplace optimisation"
    ],
    "executive, talent management and learning and organisational development": [
      "project management",
      "performance management",
      "technology integration",
      "data management",
      "succession planning",
      "learning needs analysis",
      "business acumen",
      "operational excellence",
      "competency framework development",
      "data collection and preparation",
      "talent capability assessment",
      "stakeholder engagement and management",
      "skills framework adoption",
      "retirement and re-employment management",
      "organisational change management",
      "learning and development programme management",
      "career coaching",
      "involuntary exit management",
      "human resource systems management",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource analytics and insights",
      "employee mobility management",
      "employee communication management",
      "career framework design",
      "voluntary exit management"
    ],
    "exhibition director / conference director / meeting director": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "learning and development",
      "financial management",
      "business planning",
      "strategy planning",
      "manpower planning",
      "internet of things management",
      "corporate governance",
      "intellectual property management",
      "systems thinking application",
      "organisational vision, mission and values formulation",
      "succession planning",
      "resource management",
      "technology scanning",
      "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
      "product, content and experience performance management",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "exhibition producer / conference producer / meeting planner": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "budgeting",
      "learning and development",
      "financial management",
      "business planning",
      "strategy planning",
      "manpower planning",
      "internet of things management",
      "corporate governance",
      "technology application",
      "intellectual property management",
      "strategy implementation",
      "systems thinking application",
      "organisational vision, mission and values formulation",
      "succession planning",
      "technology scanning",
      "resource management",
      "financial planning and analysis",
      "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
      "product, content and experience performance management",
      "tourism and economic development"
    ],
    "facilities engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "enterprise risk management",
      "report writing",
      "audit management",
      "good manufacturing practices implementation",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "embedded systems integration",
      "effectiveness management",
      "data analytics system design",
      "failure analysis",
      "quality systems management",
      "workplace safety and health practices implementation",
      "emergency management",
      "facilities maintenance",
      "factory system management",
      "electrostatic discharge control",
      "operation management",
      "solutioning",
      "technical presentations"
    ],
    "facilities manager / facilities engineer": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "technology application",
      "workplace safety and health culture development",
      "asset management",
      "engineering drawing, interpretation and management",
      "people management",
      "quality system management",
      "robotic and automation technology application",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "design thinking practice",
      "technical writing",
      "maintenance scheduling",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical presentation",
      "technical inspection",
      "design for safety",
      "inventory management",
      "project risk management",
      "value engineering",
      "security surveillance management",
      "civil structure maintenance",
      "drainage, plumbing and sanitary systems maintenance",
      "project cost",
      "data collection and analysis",
      "smart facilities management",
      "air conditioning and mechanical ventilation systems maintenance",
      "lift systems maintenance and management",
      "life cycle costing and analysis",
      "indoor environmental quality improvement",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "escalator and travellator systems maintenance and management",
      "electrical and electronic systems maintenance",
      "design for maintainability",
      "contract administration and management",
      "building management system implementation and control",
      "integrated digital delivery application"
    ],
    "facilities technician": [
      "emergency response management",
      "continuous improvement management",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "robotic and automation technology application",
      "quality system management",
      "incident and accident investigation",
      "inventory management",
      "civil structure maintenance",
      "drainage, plumbing and sanitary systems maintenance",
      "smart facilities management",
      "lift systems maintenance and management",
      "air conditioning and mechanical ventilation systems maintenance",
      "integrated digital delivery application",
      "green facilities management",
      "building management system implementation and control",
      "facilities shut-down and re-start",
      "escalator and travellator systems maintenance and management",
      "electrical and electronic systems maintenance",
      "fire protection system maintenance"
    ],
    "factory manager": [
      "project management",
      "continuous improvement management",
      "manpower planning",
      "quality assurance management",
      "systems thinking",
      "asset management",
      "workplace safety and health framework development and implementation",
      "production planning and scheduling",
      "good manufacturing practices implementation",
      "process improvement and optimisation",
      "process validation",
      "engineering safety standards interpretation",
      "audit management",
      "test planning",
      "condition-based assets monitoring management",
      "quality control management",
      "quality system management",
      "robotic and automation technology application",
      "additive manufacturing",
      "procurement coordination and policy development",
      "lean manufacturing",
      "process optimisation",
      "manufacturing process management",
      "yield analysis",
      "installation and assembly",
      "automation process control",
      "equipment and systems testing",
      "building information modelling application",
      "commissioning and start-up management",
      "production resource management",
      "transportation route and schedule planning",
      "automated process design",
      "technology scanning",
      "warehouse space utilisation",
      "computerised systems validation",
      "project risk management",
      "maintenance strategy development",
      "automated equipment and control systems configuration",
      "value engineering",
      "engineering management of change",
      "engineering support management",
      "process unit and utilities operations management",
      "equipment and systems installation and commissioning management",
      "process operations troubleshooting",
      "plant economic modelling",
      "materials qualification",
      "manufacturing systems operation and control",
      "equipment qualification",
      "value analysis",
      "integrated digital delivery application",
      "common data environment management",
      "design for manufacturing and assembly",
      "construction technology"
    ],
    "family office advisor - private banking": [
      "stakeholder management",
      "conflict management",
      "risk management",
      "business environment analysis",
      "financial analysis",
      "capital expenditure and investment evaluation",
      "business needs analysis",
      "regulatory compliance",
      "treasury management",
      "ethical culture",
      "financial reporting",
      "family governance",
      "philanthropy advisory",
      "trading management",
      "wealth planning administration"
    ],
    "family office executive": [
      "stakeholder management",
      "risk management",
      "business environment analysis",
      "financial analysis",
      "capital expenditure and investment evaluation",
      "business needs analysis",
      "treasury management",
      "environment and social governance",
      "ethical culture",
      "family governance",
      "philanthropy advisory",
      "trading management",
      "wealth planning administration"
    ],
    "family office management professional": [
      "stakeholder management",
      "financial management",
      "business planning",
      "conflict management",
      "risk management",
      "business performance management",
      "business environment analysis",
      "financial analysis",
      "networking",
      "capital expenditure and investment evaluation",
      "business needs analysis",
      "treasury management",
      "environment and social governance",
      "ethical culture",
      "cybersecurity",
      "family governance",
      "people performance management",
      "philanthropy advisory",
      "portfolio and investment risk management",
      "regulatory and legal advisory",
      "trading management",
      "trust structuring",
      "wealth planning administration"
    ],
    "farm manager": [
      "stakeholder management",
      "market research",
      "business continuity management",
      "financial management",
      "budgeting",
      "business opportunities development",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "workplace safety and health performance management",
      "robotic and automation technology application",
      "carbon footprint management",
      "continuous process improvement",
      "risk management and administration",
      "hazards and risk control, and policy management",
      "active and smart packaging",
      "food safety and hygiene",
      "food safety analysis",
      "environmental management system policies, standards, procedures and practices management",
      "food safety management",
      "good agriculture practices implementation",
      "farm biosecurity compliance and management",
      "smart farming technology implementation",
      "urban farming implementation and management"
    ],
    "farm worker": [
      "workplace safety and health performance management",
      "robotic and automation technology application",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "active and smart packaging",
      "environmental management system policies, standards, procedures and practices management",
      "equipment maintenance and housekeeping",
      "food safety and hygiene",
      "food safety management",
      "agriculture techniques and cultivation programme management",
      "good agriculture practices implementation",
      "urban farming implementation and management"
    ],
    "feedstock supply trader": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "production planning and scheduling",
      "workplace safety and health framework development and implementation",
      "procurement management",
      "third party management",
      "materials qualification",
      "plant economic modelling",
      "budget management",
      "business networking management",
      "market demand and feedstock management",
      "supply chain management"
    ],
    "fellow / senior fellow": [
      "innovation management",
      "change management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "conflict management",
      "organisational analysis",
      "risk appetite and goals setting",
      "technology road mapping",
      "business networking",
      "manufacturing process design",
      "organisational strategising",
      "research and development",
      "crisis situations management"
    ],
    "field sales executive / key account executive / sales operations management specialist": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "business development",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations"
    ],
    "finance manager": [
      "stakeholder management",
      "project management",
      "financial management",
      "data analytics",
      "business planning",
      "conflict management",
      "regulatory risk assessment",
      "regulatory compliance",
      "financial planning",
      "internal controls",
      "cost management",
      "corporate and business law",
      "business acumen",
      "audit compliance",
      "accounting standards",
      "financial reporting",
      "non-financial reporting",
      "tax implications",
      "professional standards",
      "professional scepticism and judgment",
      "professional and business ethics",
      "accounting and tax systems",
      "group accounting and consolidation",
      "financial statements analysis",
      "financial reporting quality",
      "finance business partnering",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "business innovation and improvement",
      "audit frameworks",
      "transfer pricing"
    ],
    "financial controller": [
      "stakeholder management",
      "change management",
      "project management",
      "financial management",
      "business planning",
      "data analytics",
      "conflict management",
      "financial analysis",
      "capital expenditure and investment evaluation",
      "regulatory risk assessment",
      "regulatory compliance",
      "internal controls",
      "financial planning",
      "disruption management",
      "financial reporting",
      "audit compliance",
      "accounting standards",
      "valuation",
      "capital raising",
      "corporate and business law",
      "business acumen",
      "transfer pricing",
      "taxation laws",
      "tax implications",
      "regulatory strategy",
      "business innovation and improvement",
      "business process management",
      "finance business partnering",
      "digital technology environment scanning",
      "professional scepticism and judgment",
      "professional and business ethics",
      "non-financial reporting",
      "cash flow management",
      "financial statements analysis",
      "financial reporting quality",
      "digital technology adoption and innovation",
      "professional standards"
    ],
    "financial crime compliance executive": [
      "stakeholder management",
      "risk management",
      "regulatory compliance",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "compliance mindset development",
      "customer acceptance checking and onboarding",
      "data analytics and computational modelling",
      "monitoring and surveillance",
      "regulatory and legal advisory",
      "risk and compliance reporting"
    ],
    "financial crime compliance manager": [
      "stakeholder management",
      "continuous improvement management",
      "strategy planning",
      "risk management",
      "technology application",
      "regulatory compliance",
      "policy implementation and revision",
      "ethical culture",
      "data storytelling and visualisation",
      "data collection and analysis",
      "monitoring and surveillance",
      "people performance management",
      "regulatory and legal advisory",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "data analytics and computational modelling",
      "customer acceptance checking and onboarding",
      "compliance mindset development"
    ],
    "financial forensics associate / financial forensics executive": [
      "stakeholder management",
      "programming and coding",
      "regulatory risk assessment",
      "corporate and business law",
      "project execution and control",
      "accounting standards",
      "cyber security",
      "financial crime laws and regulations",
      "financial statements analysis",
      "forensic data analytics",
      "evidence management",
      "fraud investigation planning and execution",
      "litigation support",
      "professional and business ethics",
      "professional scepticism and judgment",
      "digital technology environment scanning",
      "digital forensics",
      "fraud detection and prevention"
    ],
    "financial forensics director / financial forensics partner": [
      "stakeholder management",
      "project management",
      "business development",
      "conflict management",
      "programming and coding",
      "regulatory risk assessment",
      "internal controls",
      "accounting standards",
      "project execution and control",
      "valuation approaches and methodologies",
      "cyber security",
      "corporate and business law",
      "forensic data analytics",
      "fraud detection and prevention",
      "financial statements analysis",
      "governance",
      "financial crime laws and regulations",
      "litigation support",
      "professional and business ethics",
      "professional scepticism and judgment",
      "evidence management",
      "digital technology environment scanning",
      "digital forensics",
      "risk assessment",
      "fraud investigation planning and execution"
    ],
    "financial forensics manager": [
      "stakeholder management",
      "project management",
      "business development",
      "conflict management",
      "programming and coding",
      "regulatory risk assessment",
      "internal controls",
      "accounting standards",
      "project execution and control",
      "valuation approaches and methodologies",
      "cyber security",
      "corporate and business law",
      "forensic data analytics",
      "fraud detection and prevention",
      "financial statements analysis",
      "governance",
      "financial crime laws and regulations",
      "litigation support",
      "professional and business ethics",
      "professional scepticism and judgment",
      "evidence management",
      "digital technology environment scanning",
      "digital forensics",
      "risk assessment",
      "fraud investigation planning and execution"
    ],
    "financial forensics senior / financial forensics senior executive": [
      "stakeholder management",
      "project management",
      "conflict management",
      "programming and coding",
      "regulatory risk assessment",
      "internal controls",
      "accounting standards",
      "project execution and control",
      "valuation approaches and methodologies",
      "cyber security",
      "corporate and business law",
      "forensic data analytics",
      "fraud detection and prevention",
      "financial statements analysis",
      "financial crime laws and regulations",
      "litigation support",
      "professional and business ethics",
      "professional scepticism and judgment",
      "evidence management",
      "digital technology environment scanning",
      "digital forensics",
      "risk assessment",
      "fraud investigation planning and execution"
    ],
    "financial planner / insurance agent / bancassurance specialist": [
      "customer acquisition management",
      "customer experience management",
      "partnership management",
      "business environment analysis",
      "financial analysis",
      "account management",
      "product advisory",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "personal finance advisory"
    ],
    "financial planning and analysis manager": [
      "stakeholder management",
      "financial management",
      "business planning",
      "data analytics",
      "conflict management",
      "performance management",
      "risk management",
      "data governance",
      "benchmarking",
      "financial planning",
      "financial reporting",
      "macroeconomic analysis",
      "corporate and business law",
      "cost management",
      "audit compliance",
      "accounting and tax systems",
      "tax implications",
      "professional and business ethics",
      "finance business partnering",
      "non-financial reporting",
      "management decision making",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "business innovation and improvement",
      "taxation laws"
    ],
    "first officer": [
      "stakeholder management",
      "learning and development",
      "technology application",
      "standard operating procedures development",
      "dangerous goods management",
      "human factors management",
      "pre-flight preparation",
      "post-landing operations",
      "inclement weather operations and planning",
      "aircraft cruise operations",
      "aircraft dispatch",
      "airline operations management",
      "aircraft take-off operations",
      "aircraft manual handling",
      "aircraft landing operations",
      "aircraft emergency management",
      "flight deck communications"
    ],
    "flight controller": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "data analytics",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "crisis communication and media management",
      "inclement weather operations and planning",
      "aircraft performance management",
      "human factors management",
      "flight watching and flight following",
      "airline operations management",
      "flight performance data calculation",
      "flight disruptions and irregular operations management",
      "flight dispatch",
      "airport operations management",
      "flight planning"
    ],
    "flight operations assistant": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "flight watching and flight following",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft performance management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "flight planning",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight dispatch",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "flight operations officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "flight watching and flight following",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft performance management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "flight planning",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight dispatch",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "floor manager": [
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "workplace safety and health",
      "media law and compliance",
      "procurement for production operations",
      "production budget management",
      "production operations",
      "studio technical production"
    ],
    "food application scientist and technologist": [
      "innovation management",
      "project management",
      "risk management",
      "quality assurance management",
      "workplace safety and health performance management",
      "systems thinking",
      "data synthesis",
      "quality system management",
      "product testing",
      "good manufacturing practices implementation",
      "process validation",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "laboratory management",
      "technical report writing",
      "product improvement",
      "laboratory data analysis",
      "chemical risk management",
      "food safety management",
      "food safety analysis",
      "new product introduction for food",
      "problem solving",
      "influence",
      "production bioprocess development",
      "food manufacturing process design",
      "decision making",
      "recipe formulation",
      "customer data analysis",
      "communication",
      "collaboration",
      "advanced processing technology"
    ],
    "food biotechnologist": [
      "project management",
      "quality assurance management",
      "systems thinking",
      "process validation",
      "good manufacturing practices implementation",
      "quality system management",
      "data synthesis",
      "product testing",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "product improvement",
      "laboratory management",
      "laboratory data analysis",
      "food safety management",
      "technical report writing",
      "food safety analysis",
      "production bioprocess development",
      "problem solving",
      "advanced processing technology",
      "novel food application",
      "new product introduction for food",
      "collaboration",
      "food technology application",
      "food manufacturing process design",
      "decision making",
      "customer data analysis",
      "creative thinking",
      "communication",
      "transdisciplinary thinking"
    ],
    "food manufacturing nutritionist": [
      "project management",
      "systems thinking",
      "data synthesis",
      "product testing",
      "process validation",
      "continuous process improvement",
      "technical presentation",
      "technical report writing",
      "product improvement",
      "collaboration",
      "problem solving",
      "recipe formulation",
      "pharmaceutical and nutritional product introduction",
      "communication",
      "novel food application",
      "new product introduction for food",
      "food technology application",
      "food manufacturing process design",
      "decision making",
      "customer data analysis",
      "creative thinking",
      "transdisciplinary thinking"
    ],
    "food technologist": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "quality assurance management",
      "workplace safety and health performance management",
      "systems thinking",
      "good manufacturing practices implementation",
      "quality system management",
      "product testing",
      "data synthesis",
      "process validation",
      "technical presentation",
      "green manufacturing design and implementation",
      "hazards and risk control, and policy management",
      "conflict resolution",
      "continuous process improvement",
      "document control",
      "product improvement",
      "technical report writing",
      "chemical risk management",
      "packaging testing",
      "laboratory management",
      "laboratory data analysis",
      "food safety management",
      "food safety analysis",
      "food product marketing",
      "active and smart packaging",
      "new product introduction for food",
      "advanced processing technology",
      "recipe formulation",
      "food manufacturing process design"
    ],
    "foreman / operations manager / programme manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "risk compliance and governance",
      "quality system management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "big data analytics",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "maintenance organisation structure management",
      "predictive maintenance",
      "engineering problem solving",
      "aviation legislation compliance"
    ],
    "forensics investigation manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "emerging technology synthesis",
      "networking",
      "strategy implementation",
      "cyber risk management",
      "security governance",
      "people and performance management",
      "failure analysis",
      "cyber forensics",
      "security assessment and testing",
      "security administration",
      "security strategy",
      "network security",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "forensics investigator": [
      "stakeholder management",
      "emerging technology synthesis",
      "cyber risk management",
      "failure analysis",
      "cyber forensics",
      "network security",
      "security administration",
      "security assessment and testing",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "freight inspector / incoming quality inspector": [
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "cargo issuance and dispatch",
      "cargo and receipt inspection",
      "logistics process quality management",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "freight officer": [
      "stakeholder management",
      "business negotiation",
      "cargo tracking system administration",
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "bulk cargo administration",
      "cargo issuance and dispatch",
      "customer management",
      "cargo and receipt inspection",
      "cold chain operations administration",
      "livestock cargo administration",
      "pricing for cargo services and operations",
      "time sensitive cargo delivery management"
    ],
    "front end developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "user interface design",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "problem management",
      "data design",
      "continuous integration and continuous deployment",
      "quality standards",
      "service level management",
      "configuration tracking",
      "software design",
      "applications support and enhancement",
      "agile software development"
    ],
    "front office executive / guest services executive / guest relations executive / front office supervisor / guest services supervisor / guest relations supervisor": [
      "innovation management",
      "crisis management",
      "service excellence",
      "customer experience management",
      "threat observation",
      "people and relationship management",
      "staff management",
      "productivity improvement",
      "service coaching",
      "people development",
      "service innovation",
      "loss and risk prevention management",
      "organisational relationship building",
      "people and performance management",
      "service planning and implementation",
      "service leadership",
      "service information and results",
      "technology adoption and innovation",
      "switchboard operations management",
      "front office operations management",
      "customer feedback and relationship management",
      "environmental sustainability management",
      "customer challenges management",
      "one-stop service delivery",
      "legal compliance management",
      "sales delivery"
    ],
    "front office manager / operations manager": [
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "business planning",
      "crisis management",
      "business continuity planning",
      "knowledge management",
      "service challenges",
      "workplace safety and health performance management",
      "service planning and implementation",
      "business presentation delivery",
      "service information and results",
      "vision leadership",
      "staff management",
      "productivity improvement",
      "organisational relationship building",
      "service innovation",
      "dispute resolution",
      "people and performance management",
      "people development",
      "resource management",
      "service leadership",
      "technology adoption and innovation",
      "service innovation culture",
      "environmental sustainability management",
      "room revenue management",
      "front office operations management",
      "customer challenges management",
      "legal compliance management",
      "customer feedback and relationship management",
      "hospitality data collection and analysis",
      "revenue optimisation"
    ],
    "front office officer / guest services officer / guest relations officer / front office agent / guest services agent / guest relations agent": [
      "service excellence",
      "crisis management",
      "people and relationship management",
      "productivity improvement",
      "threat observation",
      "service planning and implementation",
      "service innovation",
      "service information and results",
      "sales delivery",
      "customer feedback and relationship management",
      "customer challenges management",
      "room reservation operations management",
      "one-stop service delivery",
      "legal compliance management",
      "front office operations management",
      "switchboard operations management",
      "technology adoption and innovation",
      "tourism promotion"
    ],
    "fuel system operations executive": [
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "contract management",
      "regulatory compliance",
      "third party management",
      "business stakeholder management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "dispute settlement",
      "fuel terminal operations management",
      "tank storage inventory management",
      "technology and systems application"
    ],
    "fuel system operations manager / fuel system operations senior executive": [
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "contract management",
      "regulatory compliance",
      "staff training facilitation",
      "third party management",
      "business stakeholder management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "dispute settlement",
      "fuel terminal operations management",
      "people capability development",
      "tank storage inventory management",
      "technology and systems application"
    ],
    "full stack developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "system integration",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "data design",
      "problem management",
      "continuous integration and continuous deployment",
      "configuration tracking",
      "quality standards",
      "service level management",
      "cloud computing",
      "software design",
      "applications support and enhancement",
      "agile software development"
    ],
    "gaffer": [
      "project management",
      "workplace safety and health",
      "lighting operations",
      "procurement for production operations",
      "production team and crew selection",
      "lighting conceptualisation and design"
    ],
    "game director": [
      "project management",
      "customer behaviour analysis",
      "user experience design",
      "product management",
      "user interface design",
      "narrative design",
      "production budget management",
      "research",
      "game concept design",
      "game technical design",
      "gameplay design",
      "level design"
    ],
    "game sound designer": [
      "sound design and creation",
      "sound recording operations",
      "audio programming",
      "game sound integration",
      "sound editing",
      "sound mixing"
    ],
    "game technical director": [
      "project management",
      "database administration",
      "research",
      "production budget management",
      "audio programming",
      "gameplay development",
      "game testing automation",
      "game technical design",
      "game server programming",
      "game production optimisation",
      "game porting",
      "game physics development",
      "game networking",
      "game level development",
      "game engine development",
      "game artificial intelligence development",
      "game analytics",
      "tools development"
    ],
    "gas systems operations engineer": [
      "innovation management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "staff training facilitation",
      "regulatory compliance",
      "technical report writing",
      "access control management",
      "hazards and risk identification and management",
      "gas metering data management",
      "gas network system management",
      "detection and monitoring application",
      "cybersecurity framework application",
      "cyber incident management",
      "load profile and capacity certificate management",
      "network monitoring and control management",
      "network simulation and analysis",
      "people capability development",
      "corrective maintenance management",
      "business intelligence and data analytics",
      "supervisory control and data acquisition maintenance management",
      "autonomous systems technology application",
      "threat and vulnerability management"
    ],
    "gas systems operations manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "technical report writing",
      "access control management",
      "business planning management",
      "hazards and risk identification and management",
      "gas network system management",
      "gas metering data management",
      "detection and monitoring application",
      "cybersecurity framework application",
      "load profile and capacity certificate management",
      "network monitoring and control management",
      "network simulation and analysis",
      "cyber incident management",
      "people capability development",
      "corrective maintenance management",
      "supervisory control and data acquisition maintenance management",
      "business intelligence and data analytics",
      "autonomous systems technology application",
      "threat and vulnerability management"
    ],
    "gas systems operations principal engineer": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "staff training facilitation",
      "regulatory compliance",
      "technical report writing",
      "access control management",
      "hazards and risk identification and management",
      "gas network system management",
      "gas metering data management",
      "detection and monitoring application",
      "cybersecurity framework application",
      "load profile and capacity certificate management",
      "network monitoring and control management",
      "network simulation and analysis",
      "people capability development",
      "cyber incident management",
      "corrective maintenance management",
      "supervisory control and data acquisition maintenance management",
      "business intelligence and data analytics",
      "autonomous systems technology application",
      "threat and vulnerability management"
    ],
    "gas systems operations senior technical officer": [
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "corrective maintenance management",
      "business intelligence and data analytics",
      "gas metering data management",
      "gas network system management",
      "autonomous systems technology application",
      "load profile and capacity certificate management",
      "network monitoring and control management",
      "network simulation and analysis",
      "people capability development",
      "supervisory control and data acquisition maintenance management"
    ],
    "gas systems operations technical officer": [
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "hazards and risk identification and management",
      "technical report writing",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "gas metering data management",
      "gas network system management",
      "load profile and capacity certificate management",
      "network monitoring and control management",
      "network simulation and analysis",
      "supervisory control and data acquisition maintenance management"
    ],
    "gas transmission and distribution department manager": [
      "innovation management",
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "quality assurance management",
      "asset management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "staff training facilitation",
      "third party management",
      "contract management",
      "regulatory compliance",
      "business planning management",
      "preventive maintenance management",
      "inspection engineering management",
      "hazards and risk identification and management",
      "access control management",
      "technical report writing",
      "equipment and systems installation and commissioning management",
      "safe system of work development and implementation",
      "network system planning and design",
      "riser and service pipe inspection",
      "reliability centred maintenance",
      "technology and systems application",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "threat and vulnerability management",
      "trunk and feeder expansion management",
      "pipeline damage prevention management",
      "people capability development",
      "corrective maintenance management",
      "network monitoring and control management",
      "network equipment testing",
      "cybersecurity framework application",
      "detection and monitoring application",
      "electrical maintenance management",
      "gas cathodic protection system operation and maintenance",
      "gas meter installation and commissioning",
      "gas meter maintenance",
      "gas metering data management",
      "gas network operations management",
      "gas network planning",
      "gas pipeline leak surveying",
      "gas receiving and holder operations and maintenance",
      "condition monitoring",
      "instrumentation and control maintenance management",
      "mechanical maintenance management",
      "cyber incident management",
      "meter and associated equipment maintenance management"
    ],
    "general cleaner": [
      "emergency response management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "risk management and administration",
      "customer management",
      "workplace safety and health practices implementation",
      "cleaning chemical handling",
      "equipment and inventory management",
      "food shop hygiene maintenance",
      "furniture and furnishing maintenance",
      "horizontal surface maintenance",
      "public hygiene maintenance",
      "vertical surface maintenance",
      "washroom maintenance"
    ],
    "general manager": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "business opportunities development",
      "project management",
      "market research",
      "business negotiation",
      "emergency response management",
      "business continuity management",
      "crisis management",
      "business planning",
      "corporate governance",
      "customer acquisition management",
      "risk management",
      "knowledge management",
      "business performance management",
      "strategy development",
      "enterprise risk management",
      "workplace safety and health performance management",
      "customer behaviour analysis",
      "business environment analysis",
      "business relationship building",
      "brand portfolio management",
      "marketing communications plan development",
      "systems thinking",
      "business presentation delivery",
      "e-commerce campaign management",
      "conflict resolution",
      "vision leadership",
      "technical presentation",
      "customer loyalty and retention strategy formulation",
      "business networking",
      "social media marketing",
      "consumer intelligence analysis",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "people development",
      "food product marketing",
      "organisation and board relationship",
      "people and performance management",
      "organisation representative",
      "effective board member",
      "international marketing programmes management",
      "communications channel management",
      "property operations management",
      "hotel asset valuation and acquisition",
      "new export market entry strategy formulation",
      "marketing strategy development and implementation",
      "legal compliance management",
      "international trade legislation for business"
    ],
    "general manager / managing director / vice president (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "contract development and management",
      "asset management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "cyber risk management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "big data analytics",
      "audit and review management",
      "applied research and development management",
      "human factors application and error management",
      "aviation legislation compliance"
    ],
    "general manager / managing director / vice president (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "contract development and management",
      "asset management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "cyber risk management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "big data analytics",
      "audit and review management",
      "applied research and development management",
      "human factors application and error management",
      "aviation legislation compliance"
    ],
    "general manager / managing director / vice president (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "contract development and management",
      "asset management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "cyber risk management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "big data analytics",
      "audit and review management",
      "applied research and development management",
      "human factors application and error management",
      "aviation legislation compliance"
    ],
    "general manager / managing director / vice president (manufacturing)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "contract development and management",
      "asset management",
      "robotics and automation application",
      "risk compliance and governance",
      "quality system management",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "green manufacturing design and implementation",
      "cyber risk management",
      "lean manufacturing",
      "continuous process improvement",
      "artificial intelligence application",
      "applied research and development management",
      "big data analytics",
      "audit and review management",
      "human factors application and error management",
      "aviation legislation compliance"
    ],
    "general manager / site director / vice president": [
      "innovation management",
      "change management",
      "business continuity management",
      "continuous improvement management",
      "crisis management",
      "data and statistical analytics",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "data analytics system design",
      "staff management",
      "organisational resource management",
      "business planning management",
      "strategy development and implementation management",
      "strategic service excellence management",
      "staff development management",
      "budget management",
      "organisational analysis management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "emergency response and crisis management development and implementation",
      "business networking management",
      "learning and development framework management"
    ],
    "general worker / operator": [
      "knowledge management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aviation legislation compliance",
      "human factors application and error management",
      "workshop practices application"
    ],
    "genetic counselling associate": [
      "continuous improvement management",
      "workplace safety and health",
      "client assessment for genetic counselling",
      "clinical records documentation and management",
      "clinical services development",
      "clinical support duties and procedures",
      "effective patient counselling",
      "genetic knowledge analysis",
      "health promotion",
      "intervention planning in genetic counselling",
      "inventory control and equipment maintenance",
      "patient education in genetics",
      "professional, legal and ethical healthcare practice",
      "service quality management",
      "workplace violence"
    ],
    "grip / lighting technician": [
      "lighting operations",
      "workplace safety and health",
      "procurement for production operations",
      "rigging equipment maintenance",
      "rigging operations",
      "lighting conceptualisation and design"
    ],
    "ground services officer": [
      "stakeholder management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "behavioural analysis and predictive screening",
      "customer service delivery",
      "flight disruptions and irregular operations management",
      "aircraft turnaround coordination",
      "human factors management",
      "internet of things application",
      "airport operations management",
      "airline representation and station management",
      "service branding and coaching",
      "service level agreement management",
      "airline operations management",
      "ground services training delivery"
    ],
    "group beverage manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business planning",
      "crisis management",
      "data analytics",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "people management",
      "systems thinking application",
      "business presentation delivery",
      "conflict resolution",
      "organisational strategising",
      "effectiveness management",
      "food product marketing",
      "food safety and hygiene",
      "creative entrepreneurship",
      "service innovation management",
      "sales management",
      "technology application and implementation",
      "technology strategy design",
      "sustainable food production design",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "workforce diversity and inclusion",
      "food and beverage visual merchandising presentation",
      "legislative and regulatory compliance",
      "e-commerce management",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "emerging technology scanning",
      "information and communication technology disaster recovery management",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "food waste disposal and reduction",
      "halal certification compliance for food and beverages operations",
      "workplace safety and health for food and beverage operations"
    ],
    "group data protection officer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "crisis management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "data governance",
      "networking",
      "strategy implementation",
      "business risk management",
      "design thinking practice",
      "people and performance management",
      "audit and compliance",
      "it standards",
      "data protection management",
      "data ethics",
      "cyber and data breach incident management",
      "business agility",
      "data sharing"
    ],
    "guest service crew": [
      "stakeholder management",
      "learning and development",
      "service excellence",
      "business continuity planning",
      "business performance management",
      "workplace safety and health performance management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "risk management and administration",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "attractions guest relations management",
      "crowd control and planning",
      "tourism and economic development"
    ],
    "guide": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "workplace safety and health performance management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "productivity improvement",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "attractions content and experience development and delivery",
      "crowd control and planning",
      "attractions transportation operations",
      "attractions guest relations management",
      "tourism and economic development"
    ],
    "harbour pilot": [
      "networking",
      "cyber security",
      "pilotage emergencies",
      "pilotage planning",
      "tug operations"
    ],
    "head - analytics and customer insights": [
      "market research",
      "business negotiation",
      "data analytics",
      "customer behaviour analysis",
      "contract and vendor management",
      "data visualisation",
      "research",
      "business insights",
      "concept creation"
    ],
    "head - content": [
      "innovation management",
      "project management",
      "business negotiation",
      "customer experience management",
      "customer behaviour analysis",
      "contract and vendor management",
      "pricing strategy",
      "product management",
      "content distribution",
      "content strategy",
      "market evaluation",
      "research",
      "concept creation",
      "customisation and localisation",
      "content commissioning",
      "programme planning",
      "content acquisition management"
    ],
    "head - content acquisition": [
      "innovation management",
      "project management",
      "business negotiation",
      "customer behaviour analysis",
      "contract and vendor management",
      "content strategy",
      "research",
      "content acquisition management"
    ],
    "head - content commissioning": [
      "innovation management",
      "project management",
      "business negotiation",
      "contract and vendor management",
      "content strategy",
      "market evaluation",
      "research",
      "concept creation",
      "content commissioning",
      "content rating and compliance"
    ],
    "head - programme planning and scheduling": [
      "business negotiation",
      "customer experience management",
      "customer behaviour analysis",
      "contract and vendor management",
      "content strategy",
      "market evaluation",
      "research",
      "concept creation",
      "programme planning"
    ],
    "head - technology and operations": [
      "emergency response management",
      "contract and vendor management",
      "network configuration",
      "network administration and maintenance",
      "application development",
      "broadcast infrastructure design",
      "broadcast infrastructure installation",
      "broadcast infrastructure maintenance",
      "content delivery network operations",
      "content ingest operations",
      "master control room operations",
      "media content cataloguing",
      "media data management"
    ],
    "head baker": [
      "emergency response management",
      "learning and development",
      "data analytics",
      "crisis management",
      "quality assurance management",
      "systems thinking application",
      "people management",
      "food product marketing",
      "food safety and hygiene",
      "loss and risk prevention management",
      "technology application and implementation",
      "system and work process improvement",
      "workforce diversity and inclusion",
      "service innovation management",
      "information and communication technology disaster recovery management",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "pastry preparation",
      "legislative and regulatory compliance",
      "bread preparation",
      "food science application",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "cost control and management",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "workplace safety and health for food and beverage operations"
    ],
    "head barista": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business planning",
      "crisis management",
      "data analytics",
      "quality assurance management",
      "vendor management",
      "brand portfolio management",
      "risk compliance and governance",
      "people management",
      "systems thinking application",
      "business presentation delivery",
      "effectiveness management",
      "organisational strategising",
      "conflict resolution",
      "loss and risk prevention management",
      "food safety and hygiene",
      "food product marketing",
      "food and beverage visual merchandising presentation",
      "customer service excellence",
      "workforce diversity and inclusion",
      "business change assessment",
      "technology strategy design",
      "technology application and implementation",
      "cost control and management",
      "system and work process improvement",
      "sustainable food production design",
      "customer acquisition and relationship management",
      "service innovation management",
      "sales management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "productivity optimisation for food and beverages operations",
      "food and beverage service",
      "personal performance management",
      "e-commerce management",
      "emerging technology scanning",
      "non-alcoholic beverage preparation",
      "food and beverage equipment maintenance",
      "legislative and regulatory compliance",
      "food and beverage inventory management",
      "food and beverage quality audit and compliance",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "food and beverage recipe formulation",
      "workplace safety and health for food and beverage operations"
    ],
    "head bartender": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "budgeting",
      "learning and development",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "business planning",
      "crisis management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "systems thinking application",
      "business presentation delivery",
      "people management",
      "organisational strategising",
      "effectiveness management",
      "conflict resolution",
      "food product marketing",
      "food safety and hygiene",
      "loss and risk prevention management",
      "personal performance management",
      "productivity optimisation for food and beverages operations",
      "alcoholic beverage preparation",
      "sales management",
      "service innovation management",
      "system and work process improvement",
      "technology application and implementation",
      "technology strategy design",
      "workforce diversity and inclusion",
      "sustainable food production design",
      "food and beverage visual merchandising presentation",
      "non-alcoholic beverage preparation",
      "legislative and regulatory compliance",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "e-commerce management",
      "emerging technology scanning",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "food and beverage service",
      "food waste disposal and reduction",
      "information and communication technology disaster recovery management",
      "workplace safety and health for food and beverage operations"
    ],
    "head butler / butler manager / club floor manager": [
      "innovation management",
      "change management",
      "customer experience management",
      "budgeting",
      "crisis management",
      "business continuity planning",
      "business planning",
      "workplace safety and health performance management",
      "business presentation delivery",
      "staff management",
      "people and relationship management",
      "service coaching",
      "vision leadership",
      "service challenges",
      "productivity improvement",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "people development",
      "asset and inventory management",
      "people and performance management",
      "organisational relationship building",
      "dispute resolution",
      "loss and risk prevention management",
      "legal compliance management",
      "hospitality data collection and analysis",
      "environmental sustainability management",
      "service innovation culture",
      "customer feedback and relationship management",
      "customer challenges management",
      "club floor operations management",
      "technology adoption and innovation",
      "butler service delivery"
    ],
    "head chef": [
      "innovation management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "crisis management",
      "data analytics",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "systems thinking application",
      "people management",
      "effectiveness management",
      "conflict resolution",
      "organisational strategising",
      "food safety and hygiene",
      "food product marketing",
      "loss and risk prevention management",
      "specialty cuisine preparation and cooking",
      "service innovation management",
      "sales management",
      "sustainable food production design",
      "system and work process improvement",
      "malay dry-heat dish preparation and cooking",
      "technology application and implementation",
      "technology strategy design",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "western cold dish preparation",
      "western dry-heat dish preparation and cooking",
      "western moist-heat dish preparation and cooking",
      "workforce diversity and inclusion",
      "malay moist-heat dish preparation and cooking",
      "asian cold dish and dessert preparation",
      "halal certification compliance for food and beverages operations",
      "legislative and regulatory compliance",
      "information and communication technology disaster recovery management",
      "business change assessment",
      "chinese dry-heat dish preparation and cooking",
      "chinese moist-heat dish preparation and cooking",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "e-commerce management",
      "emerging technology scanning",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "food science application",
      "food waste disposal and reduction",
      "asian cuisine preparation and cooking",
      "indian dry-heat dish preparation and cooking",
      "indian moist-heat dish preparation and cooking",
      "workplace safety and health for food and beverage operations"
    ],
    "head horticulturist": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "contract development and management",
      "strategy implementation",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "succession planning",
      "content writing and editing",
      "technology scanning",
      "accident and incident response management",
      "horticulture management",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions programme development",
      "volunteer management"
    ],
    "head keeper / head aquarist": [
      "stakeholder management",
      "learning and development",
      "service excellence",
      "business continuity planning",
      "strategy planning",
      "manpower planning",
      "corporate governance",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "strategy implementation",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "succession planning",
      "technology scanning",
      "accident and incident response management",
      "crowd control and planning",
      "animal conditioning and enrichment",
      "attractions programme development",
      "attractions guest relations management",
      "animal transaction",
      "animal husbandry and nutrition",
      "animal habitat management"
    ],
    "head of branch management": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "strategy planning",
      "customer experience management",
      "business performance management",
      "customer relationship management",
      "market profiling",
      "sales target management",
      "business risk assessment",
      "fraud risk management",
      "product advisory",
      "product performance management",
      "service challenges",
      "account management",
      "ethical culture",
      "standard operating procedures development",
      "compliance mindset development",
      "people performance management",
      "personal finance advisory"
    ],
    "head of business development": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "learning and development",
      "budgeting",
      "business planning",
      "data analytics",
      "business opportunities development",
      "continuous improvement management",
      "manpower planning",
      "strategy planning",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "project feasibility assessment",
      "market profiling",
      "demand analysis",
      "contract development and management",
      "networking",
      "organisational analysis",
      "business presentation delivery",
      "systems thinking application",
      "capital expenditure and investment evaluation",
      "data mining and modelling",
      "technology integration",
      "effectiveness management",
      "resource management",
      "product development",
      "solutions design thinking",
      "mergers and acquisition"
    ],
    "head of business development - brokers": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "networking",
      "sales target management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "market research and analysis"
    ],
    "head of business development / head of distribution / head of channel / head of partnerships and affinity management": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "strategy planning",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer relationship management",
      "networking",
      "business risk assessment",
      "account management",
      "product advisory",
      "ethical culture",
      "channel management",
      "market research and analysis"
    ],
    "head of business management": [
      "stakeholder management",
      "project management",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "risk management",
      "sales target management",
      "business process re-engineering",
      "business requirements mapping",
      "disruption management",
      "regulatory compliance",
      "ethical culture",
      "people performance management"
    ],
    "head of capacity management": [
      "stakeholder management",
      "partnership management",
      "financial analysis",
      "business data analysis",
      "process improvement and optimisation",
      "cargo tracking system administration",
      "delivery management",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "risk control and response planning",
      "logistics operations research and planning",
      "ship operations"
    ],
    "head of chartering": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "networking",
      "risk compliance and governance",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "risk control and response planning",
      "chartering",
      "innovation"
    ],
    "head of claims": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "continuous improvement management",
      "corporate governance",
      "risk management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "data governance",
      "emerging technology synthesis",
      "business process re-engineering",
      "business requirements mapping",
      "fraud risk management",
      "ethical culture",
      "data collection and analysis",
      "insurance claims handling",
      "people performance management"
    ],
    "head of claims liaison": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "fraud risk management",
      "product advisory",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "insurance claims handling",
      "people performance management"
    ],
    "head of client implementation": [
      "stakeholder management",
      "change management",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "account management",
      "business needs analysis",
      "business requirements mapping",
      "service challenges",
      "ethical culture",
      "people performance management"
    ],
    "head of client investment performance and reporting": [
      "continuous improvement management",
      "data governance",
      "business process re-engineering",
      "capital expenditure and investment evaluation",
      "benchmarking",
      "disruption management",
      "financial modelling",
      "regulatory compliance",
      "regulatory risk assessment",
      "data collection and analysis",
      "ethical culture",
      "asset and liability management",
      "attribution analysis",
      "behavioural finance",
      "people performance management",
      "portfolio and investment risk management"
    ],
    "head of client management / head of account management": [
      "stakeholder management",
      "business opportunities development",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "customer experience management",
      "market profiling",
      "customer relationship management",
      "quality assurance",
      "business needs analysis",
      "product advisory",
      "sales strategy",
      "service challenges",
      "account management",
      "ethical culture",
      "standard operating procedures development",
      "people performance management"
    ],
    "head of client service / client support services director": [
      "stakeholder management",
      "continuous improvement management",
      "business performance management",
      "partnership management",
      "technology application",
      "business process re-engineering",
      "quality assurance",
      "account management",
      "service challenges",
      "ethical culture",
      "people performance management"
    ],
    "head of commodities trading": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "demand analysis",
      "customer relationship management",
      "contract development and management",
      "networking",
      "organisational analysis",
      "business presentation delivery",
      "systems thinking application",
      "effectiveness management",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking",
      "commodities trading management"
    ],
    "head of compliance": [
      "stakeholder management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "strategy planning",
      "corporate governance",
      "risk management",
      "technology application",
      "contract and vendor management",
      "regulatory compliance",
      "ethical culture",
      "data storytelling and visualisation",
      "policy implementation and revision",
      "data collection and analysis",
      "monitoring and surveillance",
      "regulatory and legal advisory",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "compliance mindset development",
      "people performance management"
    ],
    "head of content and experience development / senior curator": [
      "stakeholder management",
      "innovation management",
      "market research",
      "financial management",
      "learning and development",
      "budgeting",
      "service excellence",
      "strategy planning",
      "manpower planning",
      "corporate governance",
      "business performance management",
      "technology application",
      "contract development and management",
      "strategy implementation",
      "intellectual property management",
      "risk management and administration",
      "organisational vision, mission and values formulation",
      "succession planning",
      "resource management",
      "technology scanning",
      "financial planning and analysis",
      "content writing and editing",
      "tourism and economic development",
      "attractions content and experience development and delivery",
      "product, content and experience performance management",
      "attractions guest relations management",
      "volunteer management"
    ],
    "head of credit": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "credit risk management",
      "business presentation delivery",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "resource management",
      "credit assessment",
      "solutions design thinking"
    ],
    "head of credit risk management": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "credit risk management",
      "data collection and analysis",
      "data storytelling and visualisation",
      "environment and social governance",
      "ethical culture",
      "policy implementation and revision",
      "standard operating procedures development",
      "credit assessment",
      "data analytics and computational modelling",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "people performance management"
    ],
    "head of customer experience / head of user experience": [
      "stakeholder management",
      "continuous improvement management",
      "customer experience management",
      "customer behaviour analysis",
      "user experience design",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "product design and development",
      "people performance management"
    ],
    "head of customer service": [
      "stakeholder management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "customer experience management",
      "business performance management",
      "user experience design",
      "market profiling",
      "quality assurance",
      "business process re-engineering",
      "business risk assessment",
      "service challenges",
      "regulatory compliance",
      "account management",
      "business requirements mapping",
      "ethical culture",
      "standard operating procedures development",
      "people performance management",
      "information technology application support and monitoring"
    ],
    "head of data analytics": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "data governance",
      "emerging technology synthesis",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "software configuration",
      "data analytics and computational modelling",
      "people performance management"
    ],
    "head of data science and artificial intelligence": [
      "stakeholder management",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "performance management",
      "manpower planning",
      "business performance management",
      "data governance",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "strategy implementation",
      "business innovation",
      "business risk management",
      "business needs analysis",
      "people and performance management",
      "research",
      "sustainability management",
      "business continuity",
      "solution architecture",
      "software design",
      "self-learning systems",
      "computer vision technology",
      "quality standards",
      "data design",
      "pattern recognition systems",
      "business agility",
      "intelligent reasoning",
      "data strategy",
      "data ethics",
      "data engineering",
      "text analytics and processing"
    ],
    "head of department": [
      "innovation management",
      "change management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "risk appetite and goals setting",
      "workplace safety and health system management",
      "effectiveness management",
      "organisational strategising",
      "production resource management",
      "crisis situations management"
    ],
    "head of derivatives trading": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "demand analysis",
      "organisational analysis",
      "contract development and management",
      "business presentation delivery",
      "systems thinking application",
      "effectiveness management",
      "technology integration",
      "market risk management",
      "resource management",
      "derivatives trading management",
      "solutions design thinking"
    ],
    "head of design production": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "contract development and management",
      "systems thinking",
      "emerging technology synthesis",
      "business risk management",
      "design thinking practice",
      "technical drawing",
      "design standards and specification",
      "material studies and production processes",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "digital and physical prototyping",
      "form giving",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "user testing and usability testing",
      "design sustainability and ethics management",
      "product and production engineering"
    ],
    "head of digital transformation": [
      "change management",
      "project management",
      "business planning",
      "continuous improvement management",
      "business environment analysis",
      "technology application",
      "user experience design",
      "emerging technology synthesis",
      "quality assurance",
      "product performance management",
      "benchmarking",
      "business needs analysis",
      "product design and development",
      "ethical culture",
      "data collection and analysis",
      "standard operating procedures development",
      "people performance management",
      "information technology application support and monitoring",
      "scenario planning and analysis",
      "market research and analysis"
    ],
    "head of education and programmes": [
      "stakeholder management",
      "innovation management",
      "market research",
      "financial management",
      "learning and development",
      "budgeting",
      "service excellence",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "technology application",
      "business data analysis",
      "strategy implementation",
      "succession planning",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "technology scanning",
      "resource management",
      "visual collaterals production",
      "financial planning and analysis",
      "content writing and editing",
      "attractions programme development",
      "product, content and experience performance management",
      "tourism and economic development",
      "volunteer management"
    ],
    "head of engineering": [
      "business negotiation",
      "business continuity management",
      "financial management",
      "budgeting",
      "crisis management",
      "risk compliance and governance",
      "networking",
      "systems integration",
      "technology integration",
      "risk control and response planning",
      "architecture design",
      "organisational strategy and policy realisation",
      "cyber security",
      "interface management",
      "port equipment maintenance",
      "innovation",
      "system configuration management"
    ],
    "head of financial crime compliance": [
      "stakeholder management",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "risk management",
      "technology application",
      "regulatory compliance",
      "policy implementation and revision",
      "ethical culture",
      "data storytelling and visualisation",
      "data collection and analysis",
      "people performance management",
      "monitoring and surveillance",
      "regulatory and legal advisory",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "data analytics and computational modelling",
      "compliance mindset development"
    ],
    "head of infrastructure": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "manpower planning",
      "strategy planning",
      "performance management",
      "partnership management",
      "business performance management",
      "business environment analysis",
      "project feasibility assessment",
      "organisational analysis",
      "networking",
      "emerging technology synthesis",
      "test planning",
      "business risk management",
      "business innovation",
      "strategy implementation",
      "contract management",
      "business needs analysis",
      "sustainability management",
      "security architecture",
      "audit and compliance",
      "it strategy",
      "it standards",
      "infrastructure strategy",
      "enterprise architecture",
      "disaster recovery management",
      "cyber and data breach incident management",
      "cloud computing",
      "it governance"
    ],
    "head of innovation and process excellence": [
      "innovation management",
      "change management",
      "project management",
      "learning and development",
      "business opportunities development",
      "continuous improvement management",
      "business performance management",
      "technology application",
      "business environment analysis",
      "networking",
      "emerging technology synthesis",
      "contract and vendor management",
      "product management",
      "business process re-engineering",
      "disruption management",
      "data mining and modelling",
      "business requirements mapping",
      "benchmarking",
      "ethical culture",
      "product design and development",
      "information technology application support and monitoring",
      "data analytics and computational modelling",
      "mergers and acquisitions management",
      "people performance management"
    ],
    "head of it audit": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "data analytics",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "partnership management",
      "data governance",
      "networking",
      "process improvement and optimisation",
      "business risk management",
      "security governance",
      "sustainability management",
      "people and performance management",
      "quality standards",
      "it strategy",
      "it standards",
      "it governance",
      "audit and compliance"
    ],
    "head of know your customer / customer due diligence / head of client lifecycle": [
      "stakeholder management",
      "continuous improvement management",
      "data governance",
      "regulatory compliance",
      "regulatory risk assessment",
      "service challenges",
      "ethical culture",
      "policy implementation and revision",
      "compliance mindset development",
      "corporate and business law application",
      "customer acceptance checking and onboarding",
      "people performance management",
      "regulatory and legal advisory",
      "risk analytics"
    ],
    "head of legal": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "crisis management",
      "strategy planning",
      "corporate governance",
      "risk management",
      "technology application",
      "contract and vendor management",
      "regulatory risk assessment",
      "policy implementation and revision",
      "research and information synthesis",
      "ethical culture",
      "legal drafting and writing",
      "regulatory and legal advisory",
      "corporate and business law application",
      "people performance management"
    ],
    "head of marine claims": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "continuous improvement management",
      "corporate governance",
      "performance management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "data governance",
      "business process re-engineering",
      "business requirements mapping",
      "technology integration",
      "cyber security",
      "ethical culture",
      "risk control and response planning",
      "marine insurance claims handling"
    ],
    "head of market and liquidity risk management": [
      "stakeholder management",
      "business continuity planning",
      "strategy planning",
      "technology application",
      "business environment analysis",
      "business risk assessment",
      "risk appetite and goals setting",
      "standard operating procedures development",
      "policy implementation and revision",
      "market risk management",
      "ethical culture",
      "data storytelling and visualisation",
      "data collection and analysis",
      "people performance management",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "asset and liability management"
    ],
    "head of marketing": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "business planning",
      "data analytics",
      "service excellence",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "customer experience management",
      "business performance management",
      "customer acquisition management",
      "marketing campaign management",
      "vendor management",
      "enterprise risk management",
      "market profiling",
      "digital marketing",
      "networking",
      "organisational analysis",
      "customer relationship management",
      "brand portfolio management",
      "e-commerce campaign management",
      "business presentation delivery",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "social media management",
      "technology integration",
      "resource management",
      "solutions design thinking"
    ],
    "head of marketing / marketing director": [
      "market research",
      "business negotiation",
      "customer experience management",
      "customer behaviour analysis",
      "brand management",
      "contract and vendor management",
      "pricing strategy",
      "integrated marketing",
      "market evaluation",
      "market intelligence",
      "marketing strategy",
      "business insights",
      "community development",
      "content marketing strategy"
    ],
    "head of network planning": [
      "stakeholder management",
      "change management",
      "market research",
      "business opportunities development",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "project feasibility assessment",
      "contract and vendor management",
      "demand analysis",
      "networking",
      "systems thinking application",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "shipping network operations management",
      "innovation"
    ],
    "head of operational risk management": [
      "stakeholder management",
      "change management",
      "business continuity planning",
      "crisis management",
      "corporate governance",
      "strategy planning",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "ethical culture",
      "operational risk management",
      "policy implementation and revision",
      "security governance",
      "data storytelling and visualisation",
      "standard operating procedures development",
      "data collection and analysis",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "people performance management"
    ],
    "head of operations": [
      "stakeholder management",
      "change management",
      "budgeting",
      "innovation management",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "emergency response management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "manpower planning",
      "conflict management",
      "quality assurance management",
      "risk management",
      "enterprise risk management",
      "vendor management",
      "technology application",
      "customer relationship management",
      "contract development and management",
      "emerging technology synthesis",
      "contract and vendor management",
      "organisational analysis",
      "data governance",
      "business process re-engineering",
      "quality assurance",
      "systems thinking application",
      "business presentation delivery",
      "international trade legislation compliance",
      "effectiveness management",
      "technology integration",
      "cargo tracking system administration",
      "data mining and modelling",
      "delivery management",
      "import and export documentation administration",
      "regulatory compliance",
      "inventory control",
      "ethical culture",
      "policy implementation and revision",
      "freight and cargo claim administration",
      "order fulfilment administration",
      "standard operating procedures development",
      "operational risk management",
      "cargo receipt and inspection",
      "cargo issuance and dispatch",
      "hazards and risk identification and management",
      "trade finance management",
      "resource management",
      "people performance management",
      "operations risk management",
      "solutions design thinking",
      "collateral management",
      "trade processing, fund settlement and treasury transaction processing"
    ],
    "head of operations and support": [
      "stakeholder management",
      "change management",
      "project management",
      "learning and development",
      "budgeting",
      "manpower planning",
      "strategy planning",
      "performance management",
      "networking",
      "test planning",
      "business needs analysis",
      "contract management",
      "database administration",
      "system integration",
      "sustainability management",
      "applications integration",
      "people and performance management",
      "procurement",
      "business continuity",
      "quality standards",
      "problem management",
      "disaster recovery management",
      "cyber and data breach incident management",
      "data centre facilities management",
      "data engineering",
      "it strategy",
      "infrastructure strategy",
      "applications development"
    ],
    "head of operations risk and control": [
      "business continuity planning",
      "risk management",
      "data governance",
      "business risk assessment",
      "risk appetite and goals setting",
      "disruption management",
      "fraud risk management",
      "regulatory compliance",
      "regulatory risk assessment",
      "ethical culture",
      "operational risk management",
      "security governance",
      "data analytics and computational modelling",
      "monitoring and surveillance",
      "people performance management",
      "regulatory and legal advisory"
    ],
    "head of pilotage": [
      "business negotiation",
      "budgeting",
      "financial management",
      "business continuity management",
      "learning and development",
      "business planning",
      "manpower planning",
      "financial analysis",
      "networking",
      "risk compliance and governance",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "employee relations",
      "pilotage emergencies",
      "pilotage planning"
    ],
    "head of placement": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "customer experience management",
      "market profiling",
      "business needs analysis",
      "product advisory",
      "ethical culture",
      "market risk management"
    ],
    "head of port business development / operations": [
      "business negotiation",
      "budgeting",
      "business continuity management",
      "financial management",
      "crisis management",
      "networking",
      "risk compliance and governance",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "risk control and response planning",
      "innovation"
    ],
    "head of portfolio management": [
      "change management",
      "risk management",
      "customer acquisition management",
      "customer experience management",
      "business environment analysis",
      "customer relationship management",
      "pricing strategy",
      "account management",
      "regulatory compliance",
      "product advisory",
      "data storytelling and visualisation",
      "environment and social governance",
      "ethical culture",
      "people performance management",
      "deal syndication and arrangement",
      "market research and analysis",
      "attribution analysis",
      "client investment suitability",
      "behavioural finance",
      "trading management"
    ],
    "head of procurement / head of sourcing": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "manpower planning",
      "conflict management",
      "quality assurance management",
      "business performance management",
      "vendor management",
      "enterprise risk management",
      "contract development and management",
      "networking",
      "organisational analysis",
      "systems thinking application",
      "business presentation delivery",
      "technology integration",
      "effectiveness management",
      "inventory control",
      "data mining and modelling",
      "procurement management",
      "resource management",
      "order fulfilment administration",
      "supplier sourcing",
      "solutions design thinking",
      "operations risk management"
    ],
    "head of product": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "manpower planning",
      "performance management",
      "business development",
      "business performance management",
      "customer experience management",
      "partnership management",
      "business environment analysis",
      "networking",
      "demand analysis",
      "emerging technology synthesis",
      "user experience design",
      "pricing strategy",
      "product management",
      "design thinking practice",
      "business innovation",
      "user interface design",
      "business needs analysis",
      "design concepts generation",
      "strategy implementation",
      "user testing and usability testing",
      "people and performance management",
      "business requirements mapping",
      "portfolio management",
      "system integration",
      "business agility",
      "quality standards",
      "automation management in product development",
      "artificial intelligence application in product development"
    ],
    "head of product analytics": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "learning and development",
      "data analytics",
      "business development",
      "performance management",
      "manpower planning",
      "partnership management",
      "business environment analysis",
      "networking",
      "data governance",
      "business innovation",
      "design thinking practice",
      "business needs analysis",
      "business requirements mapping",
      "people and performance management",
      "quality standards",
      "artificial intelligence application in product development",
      "data visualisation and storyboarding",
      "automation management in product development",
      "data ethics",
      "data engineering",
      "data design",
      "data strategy"
    ],
    "head of product design": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "manpower planning",
      "business development",
      "customer experience management",
      "partnership management",
      "business environment analysis",
      "user experience design",
      "demand analysis",
      "emerging technology synthesis",
      "networking",
      "brand management",
      "process improvement and optimisation",
      "business innovation",
      "design thinking practice",
      "product management",
      "user interface design",
      "test planning",
      "business needs analysis",
      "business requirements mapping",
      "design concepts generation",
      "user testing and usability testing",
      "people and performance management",
      "solution architecture",
      "quality standards",
      "narrative design in product development",
      "automation management in product development",
      "business agility",
      "artificial intelligence application in product development"
    ],
    "head of product desk / head of product sales": [
      "stakeholder management",
      "business opportunities development",
      "business performance management",
      "business environment analysis",
      "pricing strategy",
      "product management",
      "business needs analysis",
      "product advisory",
      "product performance management",
      "ethical culture",
      "product design and development",
      "channel management",
      "people performance management"
    ],
    "head of product management": [
      "stakeholder management",
      "change management",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business environment analysis",
      "emerging technology synthesis",
      "market profiling",
      "pricing strategy",
      "product management",
      "quality assurance",
      "business risk assessment",
      "product advisory",
      "product performance management",
      "regulatory compliance",
      "ethical culture",
      "product design and development",
      "market research and analysis",
      "demand and supply analysis",
      "people performance management"
    ],
    "head of product marketing": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "strategy planning",
      "business environment analysis",
      "customer behaviour analysis",
      "digital marketing",
      "market profiling",
      "networking",
      "business risk assessment",
      "product performance management",
      "sales strategy",
      "ethical culture",
      "demand and supply analysis",
      "people performance management",
      "product marketing and branding"
    ],
    "head of product origination and structuring": [
      "risk management",
      "customer acquisition management",
      "customer experience management",
      "business environment analysis",
      "financial analysis",
      "customer relationship management",
      "capital expenditure and investment evaluation",
      "product management",
      "pricing strategy",
      "regulatory compliance",
      "product performance management",
      "product advisory",
      "financial modelling",
      "account management",
      "environment and social governance",
      "product design and development",
      "ethical culture",
      "behavioural finance",
      "financial statements review",
      "market research and analysis",
      "people performance management",
      "price stabilisation",
      "deal syndication and arrangement",
      "customer acceptance checking and onboarding",
      "client investment suitability",
      "capital management",
      "book building"
    ],
    "head of projects / head of products": [
      "stakeholder management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "emerging technology synthesis",
      "systems thinking",
      "contract development and management",
      "design thinking practice",
      "business presentation delivery",
      "business risk management",
      "product management",
      "intellectual property management",
      "design standards and specification",
      "imagination and exploration",
      "aesthetic and design sensibility",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "user testing and usability testing",
      "empathetic design",
      "behavioural economics in design",
      "design sustainability and ethics management",
      "cultural sensitivity for design",
      "proposal writing development",
      "scenario and strategic planning",
      "business model innovation",
      "trend forecasting"
    ],
    "head of quality": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "performance management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "partnership management",
      "networking",
      "process improvement and optimisation",
      "quality assurance",
      "product management",
      "process validation",
      "test planning",
      "business needs analysis",
      "people and performance management",
      "failure analysis",
      "software testing",
      "problem management",
      "agile software development",
      "quality engineering",
      "quality standards",
      "software design",
      "business agility",
      "applications development",
      "agile coaching"
    ],
    "head of quality & risk": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "manpower planning",
      "performance management",
      "strategy planning",
      "business performance management",
      "partnership management",
      "risk compliance and governance",
      "data governance",
      "emerging technology synthesis",
      "systems thinking",
      "networking",
      "quality assurance",
      "process improvement and optimisation",
      "product management",
      "process validation",
      "test planning",
      "business risk management",
      "business needs analysis",
      "business requirements mapping",
      "people and performance management",
      "software testing",
      "problem management",
      "risk and crisis management",
      "business agility",
      "business continuity",
      "software design",
      "quality standards",
      "applications development",
      "quality engineering",
      "data ethics",
      "product risk assessment",
      "product risk analytics",
      "internal controls in product development",
      "agile software development"
    ],
    "head of regulations and trade controls": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "manpower planning",
      "strategy planning",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "risk compliance and governance",
      "systems thinking application",
      "business presentation delivery",
      "regulatory risk assessment",
      "international trade legislation compliance",
      "internal controls",
      "fraud risk management",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking"
    ],
    "head of reserving and pricing actuarial": [
      "stakeholder management",
      "corporate governance",
      "business performance management",
      "business risk assessment",
      "pricing strategy",
      "business requirements mapping",
      "data mining and modelling",
      "financial modelling",
      "regulatory compliance",
      "ethical culture",
      "valuation",
      "data analytics and computational modelling",
      "people performance management",
      "regulatory and legal advisory",
      "risk analytics"
    ],
    "head of risk": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "business planning",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "risk compliance and governance",
      "systems thinking application",
      "business presentation delivery",
      "regulatory risk assessment",
      "data mining and modelling",
      "fraud risk management",
      "effectiveness management",
      "internal controls",
      "technology integration",
      "hazards and risk identification and management",
      "resource management",
      "market risk management",
      "operations risk management",
      "solutions design thinking"
    ],
    "head of risk analytics / head of compliance analytics": [
      "stakeholder management",
      "project management",
      "strategy planning",
      "technology application",
      "business risk assessment",
      "business requirements mapping",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "software configuration",
      "data analytics and computational modelling",
      "people performance management",
      "risk analytics",
      "risk and compliance reporting"
    ],
    "head of risk strategy": [
      "stakeholder management",
      "crisis management",
      "corporate governance",
      "strategy planning",
      "risk management",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "people performance management",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "head of sales": [
      "stakeholder management",
      "business negotiation",
      "innovation management",
      "learning and development",
      "budgeting",
      "change management",
      "manpower planning",
      "project management",
      "strategy planning",
      "customer experience management",
      "business performance management",
      "networking",
      "business opportunities development",
      "data analytics",
      "continuous improvement management",
      "business planning",
      "service excellence",
      "business development",
      "conflict management",
      "customer acquisition management",
      "partnership management",
      "enterprise risk management",
      "customer relationship management",
      "market profiling",
      "contract development and management",
      "organisational analysis",
      "sales target management",
      "business presentation delivery",
      "systems thinking application",
      "pricing strategy",
      "product management",
      "sales strategy",
      "account management",
      "product advisory",
      "effectiveness management",
      "contract management",
      "consumer intelligence analysis",
      "business needs analysis",
      "technology integration",
      "resource management",
      "sales channel management",
      "people and performance management",
      "solutions design thinking"
    ],
    "head of sales / sales director": [
      "business negotiation",
      "business development",
      "partnership management",
      "contract and vendor management",
      "pricing strategy",
      "account management",
      "sales strategy",
      "content distribution",
      "market intelligence",
      "business insights",
      "media distribution platform management"
    ],
    "head of sales and distribution / head of coverage": [
      "stakeholder management",
      "strategy planning",
      "customer acquisition management",
      "customer relationship management",
      "networking",
      "sales target management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "channel management",
      "customer acceptance checking and onboarding",
      "people performance management",
      "proposal management"
    ],
    "head of segments": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer behaviour analysis",
      "customer relationship management",
      "digital marketing",
      "market profiling",
      "business risk assessment",
      "account management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "market research and analysis",
      "people performance management"
    ],
    "head of software engineering": [
      "stakeholder management",
      "project management",
      "learning and development",
      "manpower planning",
      "budgeting",
      "change management",
      "performance management",
      "strategy planning",
      "business performance management",
      "partnership management",
      "business negotiation",
      "emerging technology synthesis",
      "networking",
      "business innovation",
      "strategy implementation",
      "product management",
      "business environment analysis",
      "business needs analysis",
      "people and performance management",
      "organisational analysis",
      "test planning",
      "applications integration",
      "enterprise architecture",
      "quality standards",
      "business requirements mapping",
      "agile software development",
      "it strategy",
      "infrastructure design",
      "software design",
      "software testing",
      "solution architecture",
      "applications development",
      "system integration",
      "agile coaching",
      "continuous integration and continuous deployment",
      "service level management"
    ],
    "head of strategy": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "business opportunities development",
      "systems thinking",
      "emerging technology synthesis",
      "contract development and management",
      "product management",
      "design thinking practice",
      "intellectual property management",
      "business risk management",
      "business presentation delivery",
      "creative entrepreneurship",
      "data analysis and interpretation",
      "conceptual thinking",
      "imagination and exploration",
      "critical thinking",
      "scenario and strategic planning",
      "proposal writing development",
      "behavioural economics in design",
      "facilitation",
      "empathetic design",
      "business model innovation",
      "cultural sensitivity for design",
      "design sustainability and ethics management"
    ],
    "head of strategy / head of investment strategy": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "financial analysis",
      "benchmarking",
      "business needs analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "research and information synthesis",
      "data analytics and computational modelling",
      "market research and analysis",
      "scenario planning and analysis"
    ],
    "head of strategy and analysis": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "demand analysis",
      "market profiling",
      "networking",
      "organisational analysis",
      "business data analysis",
      "business presentation delivery",
      "systems thinking application",
      "benchmarking",
      "technology integration",
      "data mining and modelling",
      "risk control and response planning",
      "cyber security",
      "solution design thinking",
      "innovation"
    ],
    "head of technology, information and cybersecurity risk management": [
      "stakeholder management",
      "business continuity planning",
      "crisis management",
      "strategy planning",
      "risk management",
      "technology application",
      "data governance",
      "emerging technology synthesis",
      "contract and vendor management",
      "business risk assessment",
      "risk appetite and goals setting",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "data collection and analysis",
      "security governance",
      "cybersecurity",
      "standard operating procedures development",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "people performance management"
    ],
    "head of trade finance": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "business presentation delivery",
      "systems thinking application",
      "import and export documentation administration",
      "international trade legislation compliance",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "resource management",
      "trade finance management",
      "solutions design thinking"
    ],
    "head of trade management": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "contract and vendor management",
      "demand analysis",
      "market profiling",
      "networking",
      "systems thinking application",
      "pricing strategy",
      "business presentation delivery",
      "benchmarking",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "shipping trade management",
      "solution design thinking",
      "innovation"
    ],
    "head of trading desk / head of trading floor / head of dealing / head of execution": [
      "emerging technology synthesis",
      "financial analysis",
      "regulatory compliance",
      "ethical culture",
      "standard operating procedures development",
      "block trading",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing",
      "technical analysis",
      "qualitative analysis",
      "people performance management",
      "post trade monitoring and risk and capital management",
      "client investment suitability",
      "market research and analysis",
      "market liquidity and counterparty matching",
      "electronic trading system management",
      "data analytics and computational modelling",
      "trading management"
    ],
    "head of transformation": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "systems thinking",
      "user experience design",
      "emerging technology synthesis",
      "design thinking practice",
      "business presentation delivery",
      "imagination and exploration",
      "user testing and usability testing",
      "design creation and development",
      "critical thinking",
      "creative entrepreneurship",
      "conceptual thinking",
      "scenario and strategic planning",
      "trend forecasting",
      "business model innovation",
      "qualitative research",
      "proposal writing development",
      "facilitation",
      "data and information visualisation",
      "cultural sensitivity for design",
      "empathetic design"
    ],
    "head of treasury": [
      "stakeholder management",
      "innovation management",
      "business planning",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "financial management",
      "continuous improvement management",
      "manpower planning",
      "strategy planning",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "treasury management",
      "organisational analysis",
      "credit risk management",
      "capital expenditure and investment evaluation",
      "business presentation delivery",
      "systems thinking application",
      "data mining and modelling",
      "regulatory risk assessment",
      "effectiveness management",
      "regulatory compliance",
      "internal controls",
      "technology integration",
      "market risk management",
      "resource management",
      "accounting standards",
      "macroeconomic analysis",
      "audit compliance",
      "corporate and business law",
      "capital raising",
      "business acumen",
      "financial reporting",
      "management decision making",
      "professional and business ethics",
      "professional scepticism and judgment",
      "professional standards",
      "digital technology environment scanning",
      "solutions design thinking",
      "cash flow management",
      "business innovation and improvement"
    ],
    "head of trust administration": [
      "stakeholder management",
      "strategy planning",
      "customer experience management",
      "risk management",
      "regulatory compliance",
      "service challenges",
      "ethical culture",
      "corporate and business law application",
      "customer acceptance checking and onboarding",
      "market specialisation",
      "people performance management",
      "trust structuring"
    ],
    "head of underwriting": [
      "business negotiation",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "performance management",
      "quality assurance",
      "regulatory compliance",
      "underwriting process",
      "policy implementation and revision",
      "ethical culture",
      "credit risk management",
      "business presentation delivery",
      "fraud risk management",
      "cyber security",
      "people performance management",
      "marine insurance underwriting profitability and efficiency management",
      "underwriting profitability and efficiency management"
    ],
    "head of vessel operations / director of operations": [
      "service excellence",
      "networking",
      "risk compliance and governance",
      "business data analysis",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "innovation",
      "ship operations"
    ],
    "head of vessel stowage": [
      "stakeholder management",
      "risk compliance and governance",
      "process improvement and optimisation",
      "quality assurance",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "cargo handling and stowage",
      "documentation and administration",
      "logistics operations research and planning",
      "ship operations",
      "stowage load planning",
      "time-sensitive cargo delivery management"
    ],
    "head of wealth planning / director of wealth planning": [
      "stakeholder management",
      "change management",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "business performance management",
      "risk management",
      "business environment analysis",
      "networking",
      "product advisory",
      "ethical culture",
      "market specialisation",
      "people performance management",
      "trust structuring",
      "wealth planning administration"
    ],
    "head scriptwriter": [
      "narrative design",
      "concept creation",
      "creative storytelling",
      "scriptwriting"
    ],
    "head sommelier / sommelier": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "business planning",
      "crisis management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "systems thinking application",
      "people management",
      "business presentation delivery",
      "effectiveness management",
      "conflict resolution",
      "organisational strategising",
      "food product marketing",
      "food safety and hygiene",
      "loss and risk prevention management",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "alcoholic beverage preparation",
      "sales management",
      "service innovation management",
      "sustainable food production design",
      "technology application and implementation",
      "technology strategy design",
      "wine service",
      "workforce diversity and inclusion",
      "system and work process improvement",
      "food and beverage visual merchandising presentation",
      "legislative and regulatory compliance",
      "e-commerce management",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "emerging technology scanning",
      "information and communication technology disaster recovery management",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "food and beverage service",
      "food waste disposal and reduction",
      "workplace safety and health for food and beverage operations"
    ],
    "head, employee experience and relations": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "business acumen",
      "stakeholder engagement and management",
      "operational excellence",
      "labour relations management",
      "human resource service quality management",
      "organisational strategy development",
      "organisational diagnosis",
      "organisational culture development",
      "organisational change management",
      "human resource strategy formulation",
      "human resource practices implementation",
      "conduct and behaviour management",
      "human resource policies and legislation framework management",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "health and wellness programme management",
      "financial acumen",
      "employer branding",
      "employee relationship management",
      "employee engagement management",
      "employee communication management",
      "diversity and inclusion management",
      "workplace optimisation"
    ],
    "head, hr business partner": [
      "project management",
      "performance management",
      "risk management",
      "technology integration",
      "succession planning",
      "business acumen",
      "organisational design",
      "stakeholder engagement and management",
      "skills framework adoption",
      "selection management",
      "operational excellence",
      "human resource digitalisation",
      "human resource practices implementation",
      "total rewards philosophy development",
      "diversity and inclusion management",
      "employee communication management",
      "strategic workforce planning",
      "employee engagement management",
      "employee mobility management",
      "employee relationship management",
      "employer branding",
      "financial acumen",
      "human resource advisory",
      "organisational strategy development",
      "organisational diagnosis",
      "human resource analytics and insights",
      "organisational culture development",
      "organisational change management",
      "conduct and behaviour management",
      "involuntary exit management",
      "human resource strategy formulation",
      "human resource service quality management",
      "voluntary exit management"
    ],
    "head, learning and organisation development": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "operational excellence",
      "stakeholder engagement and management",
      "skills framework adoption",
      "organisational design",
      "business acumen",
      "leadership development",
      "competency framework development",
      "organisational culture development",
      "strategic workforce planning",
      "career framework design",
      "diversity and inclusion management",
      "employee communication management",
      "organisational strategy development",
      "organisational diagnosis",
      "financial acumen",
      "human resource analytics and insights",
      "human resource digitalisation",
      "human resource advisory",
      "learning and development strategy",
      "learning and development programme management",
      "career coaching",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "organisational change management"
    ],
    "head, operations and technology": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "stakeholder engagement and management",
      "skills framework adoption",
      "organisational design",
      "operational excellence",
      "business acumen",
      "human resource service quality management",
      "human resource strategy formulation",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "organisational change management",
      "organisational culture development",
      "human resource digitalisation",
      "organisational diagnosis",
      "organisational strategy development",
      "human resource analytics and insights",
      "human resource advisory",
      "financial acumen",
      "diversity and inclusion management",
      "human resource systems management"
    ],
    "head, operations control centre": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "strategy planning",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "report writing",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "security management",
      "workplace and facilities safety management",
      "track access management",
      "rail operations control management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail incident management",
      "rail emergency response management",
      "manpower planning and deployment",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "head, performance and rewards": [
      "project management",
      "performance management",
      "risk management",
      "data governance",
      "technology integration",
      "operational excellence",
      "business acumen",
      "organisational design",
      "benefits management",
      "skills framework adoption",
      "stakeholder engagement and management",
      "compensation management",
      "organisational strategy development",
      "organisational diagnosis",
      "strategic workforce planning",
      "organisational culture development",
      "organisational change management",
      "human resource service quality management",
      "human resource strategy formulation",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "health and wellness programme management",
      "financial acumen",
      "executive remuneration management",
      "employee mobility management",
      "employee communication management",
      "diversity and inclusion management",
      "total rewards philosophy development"
    ],
    "head, talent attraction": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "operational excellence",
      "stakeholder engagement and management",
      "skills framework adoption",
      "selection management",
      "recruitment channel management",
      "organisational design",
      "business acumen",
      "human resource policies and legislation framework management",
      "organisational strategy development",
      "strategic workforce planning",
      "diversity and inclusion management",
      "employee communication management",
      "employee mobility management",
      "employer branding",
      "financial acumen",
      "human resource advisory",
      "human resource analytics and insights",
      "human resource practices implementation",
      "organisational culture development",
      "organisational change management",
      "human resource digitalisation",
      "onboarding",
      "contingent workforce management",
      "human resource strategy formulation",
      "human resource service quality management",
      "industry networking"
    ],
    "head, talent management": [
      "project management",
      "performance management",
      "risk management",
      "data governance",
      "technology integration",
      "talent management",
      "succession planning",
      "business acumen",
      "operational excellence",
      "talent capability assessment",
      "stakeholder engagement and management",
      "skills framework adoption",
      "organisational design",
      "leadership development",
      "competency framework development",
      "human resource practices implementation",
      "human resource advisory",
      "career framework design",
      "contingent workforce management",
      "diversity and inclusion management",
      "strategic workforce planning",
      "employee communication management",
      "employee mobility management",
      "financial acumen",
      "retirement and re-employment management",
      "human resource analytics and insights",
      "human resource service quality management",
      "organisational strategy development",
      "organisational diagnosis",
      "human resource digitalisation",
      "organisational culture development",
      "organisational change management",
      "human resource policies and legislation framework management",
      "career coaching",
      "involuntary exit management",
      "human resource strategy formulation",
      "voluntary exit management"
    ],
    "head, train operations / head, station operations / head, passenger services": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "service excellence",
      "continuous improvement management",
      "business continuity planning",
      "strategy planning",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "workplace and facilities safety management",
      "train station operations management",
      "rail incident management",
      "security management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail emergency response management",
      "manpower planning and deployment",
      "crowd management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "health, safety and environmental coordinator": [
      "risk management and administration",
      "dangerous goods management",
      "cargo security control",
      "environmental protection management",
      "hazardous materials identification system (hmis) administration",
      "warehouse facility management",
      "warehouse facility security control",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "health, safety and environmental manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "process improvement and optimisation",
      "risk management and administration",
      "dangerous goods management",
      "cargo security control",
      "environmental protection management",
      "hazardous materials identification system (hmis) administration",
      "warehouse facility management",
      "warehouse facility security control",
      "warehouse maintenance and housekeeping",
      "warehouse performance measurement",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "health, safety and environmental officer": [
      "stakeholder management",
      "process improvement and optimisation",
      "risk management and administration",
      "dangerous goods management",
      "cargo security control",
      "environmental protection management",
      "hazardous materials identification system (hmis) administration",
      "warehouse facility management",
      "warehouse facility security control",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "healthcare assistant / basic care assistant / nursing aide": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "emergency care management in nursing",
      "infection prevention and control in nursing practice",
      "inter-professional collaboration",
      "medication management in nursing",
      "mobility and ambulation assistance in nursing",
      "effective communication in nursing",
      "nutrition and fluids management in nursing",
      "patient care delivery in nursing",
      "patient empowerment on self-care",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "respiratory care in nursing",
      "service quality management",
      "nursing care for the deceased"
    ],
    "helmsman": [
      "cyber security",
      "chartwork",
      "fire prevention and fire-fighting",
      "personal survival techniques",
      "ship medical care",
      "ship mooring, anchoring and securing operations",
      "ship security",
      "steering and helmsmanship",
      "survival craft and rescue boats"
    ],
    "horticulturist": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "contract development and management",
      "strategy implementation",
      "risk management and administration",
      "content writing and editing",
      "technology scanning",
      "accident and incident response management",
      "horticulture management",
      "crowd control and planning",
      "attractions guest relations management",
      "attractions programme development",
      "volunteer management"
    ],
    "host / hostess / crew leader": [
      "stakeholder management",
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "cost control and management",
      "halal certification compliance for food and beverages operations",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "legislative and regulatory compliance",
      "food waste disposal and reduction",
      "customer data analysis",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "workplace safety and health for food and beverage operations"
    ],
    "hotel manager / resident manager / executive assistant manager": [
      "innovation management",
      "change management",
      "budgeting",
      "crisis management",
      "business continuity planning",
      "corporate governance",
      "enterprise risk management",
      "workplace safety and health performance management",
      "business presentation delivery",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "vision leadership",
      "business relationship building",
      "service planning and implementation",
      "service leadership",
      "service information and results",
      "resource management",
      "dispute resolution",
      "people development",
      "people and performance management",
      "business ethics and values management",
      "organisational relationship building",
      "organisation representative",
      "service innovation culture",
      "technology adoption and innovation",
      "legal compliance management",
      "work-life harmony",
      "property operations management"
    ],
    "housekeeping attendant / room attendant / public area attendant": [
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "room housekeeping operations management",
      "service planning and implementation",
      "threat observation",
      "customer challenges management",
      "public areas housekeeping operations management",
      "technology adoption and innovation"
    ],
    "housekeeping coordinator": [
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "service challenges",
      "service innovation",
      "service planning and implementation",
      "threat observation",
      "asset and inventory management",
      "customer challenges management",
      "room housekeeping operations management",
      "technology adoption and innovation"
    ],
    "hr business partner / hr manager": [
      "project management",
      "performance management",
      "risk management",
      "technology integration",
      "succession planning",
      "benefits management",
      "operational excellence",
      "organisational design",
      "selection management",
      "skills framework adoption",
      "stakeholder engagement and management",
      "compensation management",
      "business acumen",
      "strategic workforce planning",
      "total rewards philosophy development",
      "organisational strategy development",
      "organisational diagnosis",
      "organisational culture development",
      "organisational change management",
      "job analysis and evaluation",
      "involuntary exit management",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "financial acumen",
      "employer branding",
      "employee relationship management",
      "employee mobility management",
      "employee engagement management",
      "employee communication management",
      "diversity and inclusion management",
      "conduct and behaviour management",
      "voluntary exit management"
    ],
    "hse manager": [
      "change management",
      "emergency response management",
      "business continuity management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "staff management",
      "organisational resource management",
      "procurement management",
      "audit and review management",
      "safe system of work development and implementation",
      "engineering management of change",
      "training, coaching and assessment management",
      "staff development management",
      "incident investigation management",
      "organisational analysis management",
      "major hazard installation safety case management",
      "budget management",
      "emergency response and crisis management development and implementation",
      "workplace safety and health hazard identification and risk control management"
    ],
    "hse specialist": [
      "change management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "audit and review management",
      "safe system of work development and implementation",
      "training, coaching and assessment management",
      "incident investigation management",
      "major hazard installation safety case management",
      "emergency response and crisis management development and implementation",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "hsseq executive": [
      "change management",
      "learning and development",
      "risk compliance and governance",
      "environmental management system framework development and implementation",
      "regulatory compliance",
      "technology integration",
      "cyber security",
      "risk control and response planning",
      "maritime hazards identification",
      "maritime incident management",
      "maritime safety culture management",
      "maritime safety policy development",
      "quality systems",
      "maritime emergency response management",
      "innovation",
      "ship safety management systems audit",
      "ship seaworthiness and pollution prevention",
      "ship security",
      "maritime safety performance management"
    ],
    "hsseq manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "risk compliance and governance",
      "environmental management system framework development and implementation",
      "technology integration",
      "regulatory compliance",
      "risk control and response planning",
      "behavioural safety management",
      "cyber security",
      "maritime incident management",
      "maritime safety performance management",
      "maritime safety policy development",
      "maritime hazards identification",
      "quality systems",
      "maritime emergency response management",
      "marine survey reporting",
      "innovation",
      "ship safety management systems audit",
      "ship seaworthiness and pollution prevention",
      "ship security",
      "maritime safety culture management"
    ],
    "hsseq superintendent": [
      "stakeholder management",
      "change management",
      "project management",
      "learning and development",
      "continuous improvement management",
      "risk compliance and governance",
      "environmental management system framework development and implementation",
      "technology integration",
      "regulatory compliance",
      "risk control and response planning",
      "behavioural safety management",
      "cyber security",
      "maritime safety culture management",
      "maritime incident management",
      "maritime safety policy development",
      "maritime hazards identification",
      "quality systems",
      "maritime emergency response management",
      "marine survey reporting",
      "innovation",
      "ship safety management systems audit",
      "ship seaworthiness and pollution prevention",
      "ship security",
      "maritime safety performance management"
    ],
    "hub coordinator / shipping clerk": [
      "service excellence",
      "business data analysis",
      "cyber security",
      "cargo loading and unloading",
      "documentation and administration",
      "innovation",
      "port call planning"
    ],
    "import export administrative assistant / shipping assistant": [
      "cargo tracking system administration",
      "import and export documentation administration",
      "risk management and administration",
      "cargo issuance and dispatch",
      "customer management",
      "freight and cargo claim administration",
      "cargo and receipt inspection",
      "cold chain operations administration",
      "freight insurance administration",
      "livestock cargo administration",
      "time sensitive cargo delivery management"
    ],
    "import export manager / freight allocation manager / freight shipping manager / freight documentation manager / freight pricing manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business continuity management",
      "financial management",
      "international trade legislation compliance",
      "risk management and administration",
      "bulk cargo administration",
      "customer management",
      "logistics process quality management",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "pricing for cargo services and operations"
    ],
    "incident investigation manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "networking",
      "strategy implementation",
      "cyber risk management",
      "security governance",
      "people and performance management",
      "cyber forensics",
      "security strategy",
      "security assessment and testing",
      "cyber and data breach incident management",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "incident investigator": [
      "stakeholder management",
      "cyber risk management",
      "cyber and data breach incident management",
      "cyber forensics",
      "security assessment and testing",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "incoming quality coordinator / tally assistant": [
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "cargo issuance and dispatch",
      "cargo and receipt inspection",
      "logistics process quality management",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "industry development director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "continuous improvement management",
      "business continuity planning",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "risk management",
      "partnership management",
      "knowledge management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "data governance",
      "networking",
      "contract development and management",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "disruption management",
      "data mining and modelling",
      "vision leadership",
      "business relationship building",
      "organisation and board relationship",
      "emerging technology",
      "people and performance management",
      "effective board member",
      "proposal writing",
      "sponsorship management",
      "customer relationship management operations",
      "management decision making",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "solutions design thinking",
      "technology adoption and innovation",
      "industry knowledge, research and analysis",
      "legal compliance management"
    ],
    "industry development manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "continuous improvement management",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "data governance",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "data mining and modelling",
      "vision leadership",
      "business relationship building",
      "sponsorship management",
      "people and performance management",
      "emerging technology",
      "proposal writing",
      "customer relationship management operations",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "management decision making",
      "technology adoption and innovation",
      "industry knowledge, research and analysis",
      "solutions design thinking",
      "legal compliance management"
    ],
    "industry development senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "continuous improvement management",
      "business opportunities development",
      "business continuity planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "business environment analysis",
      "project feasibility assessment",
      "contract development and management",
      "data governance",
      "networking",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "data mining and modelling",
      "business relationship building",
      "emerging technology",
      "customer relationship management operations",
      "proposal writing",
      "sponsorship management",
      "legal compliance management",
      "management decision making",
      "solutions design thinking",
      "technology adoption and innovation",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "industry knowledge, research and analysis"
    ],
    "infant educator": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "infrastructure architect": [
      "stakeholder management",
      "change management",
      "project management",
      "business environment analysis",
      "networking",
      "emerging technology synthesis",
      "business innovation",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "network configuration",
      "network administration and maintenance",
      "sustainability management",
      "system integration",
      "infrastructure design",
      "infrastructure strategy",
      "quality standards",
      "security architecture",
      "software design",
      "solution architecture",
      "enterprise architecture",
      "disaster recovery management",
      "business continuity"
    ],
    "infrastructure engineer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "performance management",
      "partnership management",
      "vendor management",
      "business environment analysis",
      "emerging technology synthesis",
      "business risk management",
      "test planning",
      "process improvement and optimisation",
      "business innovation",
      "business requirements mapping",
      "business needs analysis",
      "contract management",
      "infrastructure support",
      "network configuration",
      "software configuration",
      "applications integration",
      "infrastructure design",
      "infrastructure deployment",
      "network administration and maintenance",
      "network security",
      "problem management",
      "procurement",
      "quality engineering",
      "security administration",
      "service level management",
      "cyber and data breach incident management",
      "solution architecture",
      "configuration tracking",
      "cloud computing"
    ],
    "infrastructure engineering manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "learning and development",
      "budgeting",
      "strategy planning",
      "performance management",
      "manpower planning",
      "partnership management",
      "business performance management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "networking",
      "emerging technology synthesis",
      "organisational analysis",
      "strategy implementation",
      "test planning",
      "business risk management",
      "business innovation",
      "business requirements mapping",
      "contract management",
      "business needs analysis",
      "people and performance management",
      "sustainability management",
      "network administration and maintenance",
      "infrastructure design",
      "infrastructure deployment",
      "quality engineering",
      "security administration",
      "audit and compliance",
      "problem management",
      "it strategy",
      "it governance",
      "it asset management",
      "infrastructure strategy",
      "disaster recovery management",
      "cyber and data breach incident management",
      "cloud computing",
      "it standards"
    ],
    "infrastructure support engineer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "process improvement and optimisation",
      "strategy implementation",
      "business needs analysis",
      "infrastructure support",
      "network configuration",
      "cyber and data breach incident management",
      "infrastructure deployment",
      "network administration and maintenance",
      "people and performance management",
      "business continuity",
      "problem management",
      "procurement",
      "service level management"
    ],
    "innovation and process excellence manager": [
      "innovation management",
      "change management",
      "project management",
      "learning and development",
      "business opportunities development",
      "continuous improvement management",
      "business performance management",
      "technology application",
      "business environment analysis",
      "networking",
      "emerging technology synthesis",
      "contract and vendor management",
      "product management",
      "business process re-engineering",
      "disruption management",
      "data mining and modelling",
      "business requirements mapping",
      "benchmarking",
      "ethical culture",
      "product design and development",
      "information technology application support and monitoring",
      "data analytics and computational modelling",
      "mergers and acquisitions management",
      "people performance management"
    ],
    "innovation executive": [
      "innovation management",
      "change management",
      "project management",
      "learning and development",
      "business opportunities development",
      "continuous improvement management",
      "business performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "business process re-engineering",
      "product management",
      "disruption management",
      "ethical culture",
      "mergers and acquisitions management"
    ],
    "installation, inspection and servicing engineer": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "contract management",
      "business stakeholder management",
      "inspection engineering management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "technical report writing",
      "people capability development",
      "technical service process management",
      "technology and systems application",
      "business intelligence and data analytics"
    ],
    "installation, inspection and servicing manager": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "contract management",
      "business stakeholder management",
      "inspection engineering management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "technical report writing",
      "people capability development",
      "technical service process management",
      "technology and systems application",
      "business intelligence and data analytics"
    ],
    "installation, inspection and servicing senior technical officer": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "contract management",
      "regulatory compliance",
      "third party management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "inspection engineering management",
      "business stakeholder management",
      "safe system of work development and implementation",
      "technical report writing",
      "technology and systems application",
      "business intelligence and data analytics",
      "technical service process management",
      "people capability development"
    ],
    "installation, inspection and servicing technical officer": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "business stakeholder management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "inspection engineering management",
      "safe system of work development and implementation",
      "technical report writing",
      "technical service process management",
      "technology and systems application"
    ],
    "insurer for decarbonisation projects": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "risk management",
      "customer experience management",
      "contract and vendor management",
      "business risk assessment",
      "financial modelling",
      "regulatory compliance",
      "fraud risk management",
      "policy implementation and revision",
      "ethical culture",
      "data collection and analysis",
      "decision making",
      "problem solving",
      "customer orientation",
      "collaboration",
      "sense making",
      "carbon reporting",
      "transdisciplinary thinking"
    ],
    "integration engineer": [
      "innovation management",
      "learning and development",
      "internet of things management",
      "enterprise risk management",
      "report writing",
      "audit management",
      "good manufacturing practices implementation",
      "data synthesis",
      "manufacturing process management",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "embedded systems integration",
      "effectiveness management",
      "data analytics system design",
      "failure analysis",
      "new product introduction",
      "quality systems management",
      "workplace safety and health practices implementation",
      "factory system management",
      "emergency management",
      "electrostatic discharge control",
      "defect density monitoring",
      "operation management",
      "parametric testing",
      "process integration",
      "solutioning",
      "technical presentations"
    ],
    "interchange manager": [
      "stakeholder management",
      "change management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "crisis management",
      "service excellence",
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "security management",
      "bus interchange operations",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "crowd management",
      "bus regulatory compliance",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "internal audit assistant manager": [
      "data analytics",
      "risk management",
      "enterprise risk management",
      "internal controls",
      "fraud risk management",
      "project execution and control",
      "cyber security",
      "business acumen",
      "internal audit engagement execution",
      "professional standards",
      "professional and business ethics",
      "internal audit quality assurance",
      "internal audit function management",
      "internal audit engagement planning",
      "auditor independence",
      "information gathering and analysis",
      "infocomm security and data privacy",
      "financial statements analysis",
      "due professional care",
      "digital technology environment scanning",
      "business process analysis",
      "business innovation and improvement",
      "governance"
    ],
    "internal audit senior manager / internal audit manager": [
      "data analytics",
      "risk management",
      "enterprise risk management",
      "internal controls",
      "fraud risk management",
      "project execution and control",
      "cyber security",
      "business acumen",
      "internal audit engagement execution",
      "professional standards",
      "professional and business ethics",
      "internal audit quality assurance",
      "internal audit function management",
      "internal audit engagement planning",
      "auditor independence",
      "information gathering and analysis",
      "infocomm security and data privacy",
      "financial statements analysis",
      "due professional care",
      "digital technology environment scanning",
      "business process analysis",
      "business innovation and improvement",
      "governance"
    ],
    "internationalisation director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "business opportunities development",
      "business continuity planning",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "business environment analysis",
      "project feasibility assessment",
      "data governance",
      "networking",
      "contract development and management",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "vision leadership",
      "events planning and management",
      "disruption management",
      "data mining and modelling",
      "business relationship building",
      "organisation and board relationship",
      "people and performance management",
      "effective board member",
      "proposal writing",
      "sponsorship management",
      "customer relationship management operations",
      "legal compliance management",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "solutions design thinking",
      "technology adoption and innovation",
      "industry knowledge, research and analysis",
      "new export market entry strategy formulation",
      "management decision making"
    ],
    "internationalisation manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "networking",
      "data governance",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "vision leadership",
      "events planning and management",
      "data mining and modelling",
      "business relationship building",
      "sponsorship management",
      "people and performance management",
      "proposal writing",
      "customer relationship management operations",
      "technology adoption and innovation",
      "business innovation and improvement",
      "trade association advocacy and representation",
      "new export market entry strategy formulation",
      "legal compliance management",
      "solutions design thinking",
      "industry knowledge, research and analysis",
      "management decision making"
    ],
    "internationalisation senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business opportunities development",
      "continuous improvement management",
      "business continuity planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "networking",
      "contract development and management",
      "data governance",
      "business presentation delivery",
      "workplace safety and health",
      "business relationship building",
      "events planning and management",
      "data mining and modelling",
      "proposal writing",
      "sponsorship management",
      "customer relationship management operations",
      "management decision making",
      "new export market entry strategy formulation",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "business innovation and improvement",
      "solutions design thinking",
      "technology adoption and innovation",
      "trade association advocacy and representation"
    ],
    "investment counsellor": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "business environment analysis",
      "customer relationship management",
      "account management",
      "product advisory",
      "ethical culture",
      "product design and development",
      "client investment suitability",
      "market research and analysis",
      "personal finance advisory"
    ],
    "investment counsellor assistant": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "business environment analysis",
      "customer relationship management",
      "account management",
      "product advisory",
      "ethical culture",
      "client investment suitability",
      "market research and analysis",
      "personal finance advisory"
    ],
    "investment counsellor team lead": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "business environment analysis",
      "customer relationship management",
      "account management",
      "product advisory",
      "regulatory compliance",
      "ethical culture",
      "product design and development",
      "client investment suitability",
      "market research and analysis",
      "people performance management",
      "personal finance advisory"
    ],
    "ip commercialisation associate / ip commercialisation analyst": [
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "learning and development",
      "budgeting",
      "business opportunities development",
      "business environment analysis",
      "networking",
      "business presentation delivery",
      "business risk management",
      "business data analysis",
      "data visualisation",
      "project risk management",
      "people change management",
      "people and performance management",
      "organisational strategy and policy realisation",
      "market entry strategy formulation",
      "technology incubation",
      "intellectual property intelligence",
      "intellectual property monetisation",
      "intellectual property licencing",
      "intellectual property in research and development",
      "intellectual property commercialisation and exploitation",
      "intellectual property audit and due diligence",
      "contracts and agreements",
      "technology transfer"
    ],
    "ip director / ip strategist": [
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business opportunities development",
      "vendor management",
      "business environment analysis",
      "networking",
      "business data analysis",
      "business risk management",
      "project risk management",
      "people change management",
      "manpower forecasting",
      "market entry strategy formulation",
      "people and performance management",
      "organisational strategy and policy realisation",
      "patent practice",
      "trade mark application",
      "technology transfer",
      "technology incubation",
      "technology assessment",
      "registered design application",
      "copyright application",
      "patent claims and application drafting",
      "intellectual property audit and due diligence",
      "contracts and agreements",
      "intellectual property portfolio management",
      "intellectual property monetisation",
      "intellectual property management processes",
      "intellectual property licencing",
      "intellectual property in research and development",
      "intellectual property enforcement",
      "intellectual property commercialisation and exploitation",
      "intellectual property strategy"
    ],
    "ip paralegal / ip executive": [
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business environment analysis",
      "networking",
      "business presentation delivery",
      "business data analysis",
      "data visualisation",
      "people and performance management",
      "people change management",
      "organisational strategy and policy realisation",
      "registered design application",
      "intellectual property management processes",
      "patent claims and application drafting",
      "intellectual property portfolio management",
      "intellectual property licencing",
      "intellectual property in business",
      "trade mark application"
    ],
    "it audit manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "data analytics",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "partnership management",
      "data governance",
      "networking",
      "process improvement and optimisation",
      "business risk management",
      "strategy implementation",
      "security governance",
      "sustainability management",
      "people and performance management",
      "quality standards",
      "it strategy",
      "it standards",
      "it governance",
      "audit and compliance"
    ],
    "it auditor": [
      "stakeholder management",
      "data analytics",
      "budgeting",
      "business performance management",
      "partnership management",
      "networking",
      "business risk management",
      "process improvement and optimisation",
      "strategy implementation",
      "audit and compliance",
      "it governance",
      "it standards",
      "quality standards"
    ],
    "it business solutions manager / digital services manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business continuity management",
      "financial management",
      "business development",
      "strategy implementation",
      "risk management and administration",
      "technology infrastructure management and integration",
      "cloud computing application",
      "logistics solutions sales",
      "logistics solution design thinking",
      "information technology and network security",
      "e-logistics it solutioning",
      "strategic service excellence",
      "integrated system design and application"
    ],
    "it business solutions project specialist / digital services project specialist": [
      "stakeholder management",
      "market research",
      "financial management",
      "technology application",
      "process improvement and optimisation",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "contract / vendor management",
      "information technology and network security",
      "logistics operations research and planning",
      "logistics process quality management",
      "logistics solutions sales"
    ],
    "junior designer": [
      "user experience design",
      "user interface design",
      "narrative design",
      "research",
      "game concept design",
      "gameplay design",
      "level design"
    ],
    "junior designer (engineering design)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "environmental management system framework development and implementation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "programme management",
      "technical writing",
      "design for safety",
      "engineering drawing and design specifications",
      "hazards and risk identification and management",
      "sustainable engineering"
    ],
    "junior grip / junior lighting technician": [
      "rigging equipment maintenance",
      "rigging operations",
      "workplace safety and health",
      "lighting operations",
      "procurement for production operations"
    ],
    "junior maintenance technician": [
      "emergency response management",
      "continuous improvement management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "electrical field maintenance management",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "instrumentation and control field maintenance management",
      "plant turnaround management",
      "robotic and automation system maintenance",
      "workplace safety and health hazard identification and risk control management"
    ],
    "junior process technician": [
      "emergency response management",
      "continuous improvement management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "preventive maintenance management",
      "process unit and utilities operations management",
      "safe system of work development and implementation",
      "feedstock and product transfer operations management",
      "operations reporting protocol application",
      "process equipment preparation for mechanical work",
      "sample management",
      "standard operating procedure development and implementation",
      "workplace safety and health hazard identification and risk control management"
    ],
    "junior programmer": [
      "database administration",
      "audio programming",
      "game artificial intelligence development",
      "game level development",
      "game networking",
      "game porting",
      "game server programming",
      "game user interface development",
      "gameplay development"
    ],
    "junior scriptwriter / junior writer": [
      "narrative design",
      "concept creation",
      "creative storytelling",
      "scriptwriting"
    ],
    "keeper / aquarist": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "knowledge management",
      "technology application",
      "workplace safety and health performance management",
      "strategy implementation",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "attractions programme development",
      "crowd control and planning",
      "animal conditioning and enrichment",
      "attractions guest relations management",
      "animal transaction",
      "animal husbandry and nutrition",
      "animal habitat management"
    ],
    "key grip": [
      "project management",
      "workplace safety and health",
      "procurement for production operations",
      "production team and crew selection",
      "rigging operations"
    ],
    "know your customer / customer due diligence analyst": [
      "stakeholder management",
      "continuous improvement management",
      "customer relationship management",
      "data governance",
      "regulatory compliance",
      "regulatory risk assessment",
      "service challenges",
      "ethical culture",
      "customer acceptance checking and onboarding"
    ],
    "know your customer / customer due diligence manager": [
      "stakeholder management",
      "continuous improvement management",
      "customer relationship management",
      "data governance",
      "regulatory compliance",
      "regulatory risk assessment",
      "service challenges",
      "ethical culture",
      "policy implementation and revision",
      "compliance mindset development",
      "corporate and business law application",
      "customer acceptance checking and onboarding",
      "people performance management",
      "regulatory and legal advisory",
      "risk analytics"
    ],
    "laboratory assistant": [
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "quality control management",
      "workplace safety and health framework development and implementation",
      "analytical method validation",
      "product testing management",
      "laboratory data reporting and analysis management",
      "laboratory equipment maintenance and calibration management",
      "laboratory operations management",
      "sample management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "laboratory chemist": [
      "change management",
      "project management",
      "continuous improvement management",
      "quality assurance management",
      "data and statistical analytics",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "quality control management",
      "analytical method validation",
      "technical presentation",
      "technical report writing",
      "product testing management",
      "sample management",
      "non-conformance management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "incident investigation management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "laboratory supervisor": [
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "analytical method validation",
      "organisational resource management",
      "staff management",
      "procurement management",
      "product testing management",
      "materials qualification",
      "technical report writing",
      "non-conformance management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "sample management",
      "staff development management",
      "laboratory data reporting and analysis management",
      "training, coaching and assessment management",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "laboratory technician / technologist": [
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "analytical method validation",
      "product testing management",
      "technical services management",
      "materials qualification",
      "non-conformance management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "sample management",
      "laboratory data reporting and analysis management",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "landscape architect": [
      "stakeholder management",
      "innovation management",
      "project management",
      "business development",
      "design thinking practice",
      "building information modelling application",
      "contract preparation, evaluation, negotiation and tendering",
      "technical drawing",
      "design sketching",
      "design standards and specification",
      "material studies and production processes",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "visual communication",
      "site assessment and analysis",
      "form giving",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "biophilic design",
      "ecology in landscapes",
      "microclimate in landscape design",
      "placemaking and programming of open spaces",
      "plant identification",
      "plant selection for landscape development",
      "skyrise greenery design and implementation",
      "cultural, heritage and socio-economic sensitivity for design",
      "sustainable landscape design",
      "water sensitive urban design"
    ],
    "landscape designer": [
      "project management",
      "stakeholder management",
      "innovation management",
      "business development",
      "design sketching",
      "design standards and specification",
      "aesthetic and design sensibility",
      "design creation and development",
      "design thinking practice",
      "digital and physical prototyping",
      "form giving",
      "building information modelling application",
      "technical drawing",
      "contract preparation, evaluation, negotiation and tendering",
      "material studies and production processes",
      "site assessment and analysis",
      "visual communication",
      "imagination and exploration",
      "data analysis and interpretation",
      "cultural, heritage and socio-economic sensitivity for design",
      "critical thinking",
      "conceptual thinking",
      "biophilic design",
      "plant identification",
      "plant selection for landscape development",
      "skyrise greenery design and implementation",
      "sustainable landscape design",
      "ecology in landscapes"
    ],
    "landscape manager": [
      "stakeholder management",
      "innovation management",
      "project management",
      "vendor management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "workplace safety and health policy development",
      "business development",
      "incident and accident investigation",
      "contract preparation, evaluation, negotiation and tendering",
      "hazards and risk control, and policy management",
      "plant health management and disease control",
      "site assessment and analysis",
      "landscape irrigation management",
      "horticultural chemical usage",
      "plant identification",
      "landscape tools, equipment and machinery management",
      "horticultural maintenance programme",
      "skyrise greenery maintenance",
      "soil and media assessment and remediation",
      "environment management in landscape operations",
      "turf maintenance",
      "landscape drainage management",
      "water features management",
      "workflow digitalisation",
      "automation of landscape operations"
    ],
    "landscape project coordinator": [
      "project management",
      "stakeholder management",
      "vendor management",
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "contract preparation, evaluation, negotiation and tendering",
      "site assessment and analysis",
      "automation of landscape operations",
      "soil and media assessment and remediation",
      "skyrise greenery design and implementation",
      "plant selection for landscape development",
      "plants and materials procurement for landscape projects",
      "plant identification",
      "landscape tools, equipment and machinery management",
      "landscape drainage management",
      "horticultural chemical usage",
      "environment management in landscape operations",
      "water features management"
    ],
    "landscape project manager": [
      "stakeholder management",
      "innovation management",
      "project management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "workplace safety and health policy development",
      "business development",
      "vendor management",
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "contract preparation, evaluation, negotiation and tendering",
      "site assessment and analysis",
      "skyrise greenery design and implementation",
      "water features management",
      "workflow digitalisation",
      "soil and media assessment and remediation",
      "automation of landscape operations",
      "plants and materials procurement for landscape projects",
      "plant selection for landscape development",
      "landscape tools, equipment and machinery management",
      "landscape drainage management",
      "horticultural chemical usage",
      "environment management in landscape operations",
      "plant identification"
    ],
    "landscape supervisor / landscape assistant supervisor / landscape team leader": [
      "stakeholder management",
      "project management",
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "work at heights",
      "site assessment and analysis",
      "water features management",
      "vegetation planting",
      "turf maintenance",
      "soil and media assessment and remediation",
      "skyrise greenery maintenance",
      "automation of landscape operations",
      "plant pruning",
      "environment management in landscape operations",
      "plant health management and disease control",
      "landscape tools, equipment and machinery management",
      "landscape irrigation management",
      "landscape drainage management",
      "horticultural maintenance programme",
      "horticultural chemical usage",
      "plant identification"
    ],
    "landscape technician": [
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "work at heights",
      "plant pruning",
      "water features management",
      "vegetation planting",
      "turf maintenance",
      "soil and media assessment and remediation",
      "skyrise greenery maintenance",
      "automation of landscape operations",
      "plant identification",
      "environment management in landscape operations",
      "landscape tools, equipment and machinery management",
      "landscape irrigation management",
      "landscape drainage management",
      "horticultural chemical usage",
      "plant health management and disease control"
    ],
    "landscape worker (nursery work, arboriculture)": [
      "work at heights",
      "plant pruning",
      "vegetation planting",
      "turf maintenance",
      "tree removal",
      "tree pruning",
      "tree climbing and aerial rescues",
      "soil and media assessment and remediation",
      "skyrise greenery maintenance",
      "chainsaw operations",
      "display creation and management",
      "plant identification",
      "plant health management and disease control",
      "landscape tools, equipment and machinery management",
      "landscape irrigation management",
      "landscape drainage management",
      "horticultural chemical usage",
      "environment management in landscape operations",
      "plant propagation and production"
    ],
    "laundry manager": [
      "innovation management",
      "change management",
      "budgeting",
      "business continuity planning",
      "business planning",
      "service excellence",
      "crisis management",
      "customer experience management",
      "workplace safety and health performance management",
      "vendor management",
      "business presentation delivery",
      "staff management",
      "vision leadership",
      "business relationship building",
      "service coaching",
      "people and relationship management",
      "service challenges",
      "productivity improvement",
      "resource management",
      "service planning and implementation",
      "service information and results",
      "organisational relationship building",
      "people development",
      "people and performance management",
      "loss and risk prevention management",
      "dispute resolution",
      "linen and uniform room operations management",
      "laundry operations management",
      "hospitality data collection and analysis",
      "technology adoption and innovation",
      "environmental sustainability management",
      "asset and inventory management"
    ],
    "lead (digital delivery)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "business development",
      "performance management",
      "partnership management",
      "technology application",
      "strategy development",
      "emerging technology synthesis",
      "systems thinking",
      "people management",
      "programming and coding",
      "systems integration",
      "robotic and automation technology application",
      "3d modelling",
      "technology road mapping",
      "business risk management",
      "business process re-engineering",
      "business innovation",
      "business needs analysis",
      "technical drawing",
      "artificial intelligence application",
      "building information modelling application",
      "applications integration",
      "augmented reality application",
      "research and information synthesis",
      "critical thinking",
      "data collection and analysis",
      "design for manufacturing and assembly",
      "common data environment management",
      "construction technology",
      "integrated digital delivery application",
      "application support and enhancement"
    ],
    "lead 2d artist": [
      "research",
      "2d animation",
      "concept art creation",
      "concept creation"
    ],
    "lead 3d artist (live-action visual effects)": [
      "3d modelling",
      "research",
      "colour grading",
      "compositing visuals",
      "concept creation",
      "digital lighting",
      "immersive design",
      "rigging for animation",
      "surfacing and texturing"
    ],
    "lead animator": [
      "research",
      "3d animation",
      "compositing visuals",
      "concept creation",
      "immersive design"
    ],
    "lead design researcher": [
      "stakeholder management",
      "market research",
      "project management",
      "systems thinking",
      "emerging technology synthesis",
      "design thinking practice",
      "business presentation delivery",
      "visual communication",
      "conceptual thinking",
      "critical thinking",
      "user testing and usability testing",
      "data analysis and interpretation",
      "narrative design",
      "quantitative research",
      "trend forecasting",
      "scenario and strategic planning",
      "behavioural economics in design",
      "qualitative research",
      "empathetic design",
      "design writing",
      "data and information visualisation",
      "cultural sensitivity for design",
      "facilitation"
    ],
    "lead designer": [
      "stakeholder management",
      "project management",
      "user experience design",
      "contract development and management",
      "systems thinking",
      "design thinking practice",
      "intellectual property management",
      "business presentation delivery",
      "technical drawing",
      "design sketching",
      "design standards and specification",
      "material studies and production processes",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "narrative design",
      "visual communication",
      "form giving",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "design writing",
      "design sustainability and ethics management",
      "product and production engineering",
      "proposal writing development",
      "cultural sensitivity for design",
      "empathetic design"
    ],
    "lead early intervention educator": [
      "resilience and self-care",
      "learning environment design",
      "child functional needs assessment",
      "interaction and relationship",
      "staff continuous learning",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "individualised intervention planning and implementation",
      "child observation",
      "health, hygiene and nutrition for children",
      "early intervention principles and practices",
      "early intervention curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "visioning and strategic planning"
    ],
    "lead early intervention teacher": [
      "stakeholder management",
      "resilience and self-care",
      "research design",
      "emergency response and crisis management",
      "professional consultation",
      "research data analysis",
      "research findings communication",
      "research into professional practice translation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "lead early years educators": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "child development assessment",
      "staff continuous learning",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "operations management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "visioning and strategic planning"
    ],
    "lead engineer / principal engineer": [
      "business negotiation",
      "learning and development",
      "budgeting",
      "business continuity management",
      "financial management",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "financial analysis",
      "networking",
      "systems integration",
      "technology integration",
      "interface management",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "risk control and response planning",
      "architecture design",
      "innovation",
      "port equipment maintenance",
      "system configuration management",
      "condition-based monitoring"
    ],
    "lead game designer": [
      "project management",
      "user experience design",
      "user interface design",
      "narrative design",
      "research",
      "game concept design",
      "game technical design",
      "gameplay design",
      "level design"
    ],
    "lead game programmer": [
      "database administration",
      "audio programming",
      "game analytics",
      "game artificial intelligence development",
      "game engine development",
      "game level development",
      "game networking",
      "game physics development",
      "game porting",
      "game server programming",
      "game testing automation",
      "game user interface development",
      "gameplay development",
      "tools development"
    ],
    "lead learning support educator": [
      "resilience and self-care",
      "learning environment design",
      "child observation",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "learning support session planning and implementation",
      "interaction and relationship",
      "child safety and protection",
      "health, hygiene and nutrition for children",
      "early intervention principles and practices",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child screening and assessment",
      "staff continuous learning"
    ],
    "lead maintenance engineer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "carbon footprint management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "lean manufacturing",
      "big data analytics",
      "maintenance coordination",
      "physics concepts application",
      "propulsion principles application",
      "propeller principles application",
      "predictive maintenance",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "human factors application and error management",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "lead plan approval engineer": [
      "stakeholder management",
      "business negotiation",
      "service excellence",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "engineering safety standards interpretation",
      "quality assurance",
      "regulatory compliance",
      "technology integration",
      "cyber security",
      "marine design customisation",
      "naval architecture calculations",
      "organisational strategy and policy realisation",
      "electrical design approval",
      "solution design thinking"
    ],
    "lead preschool educator": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "child development assessment",
      "staff continuous learning",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "operations management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "visioning and strategic planning"
    ],
    "lead product analyst": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "learning and development",
      "data analytics",
      "business development",
      "performance management",
      "manpower planning",
      "partnership management",
      "business environment analysis",
      "networking",
      "data governance",
      "business innovation",
      "design thinking practice",
      "business needs analysis",
      "business requirements mapping",
      "people and performance management",
      "quality standards",
      "artificial intelligence application in product development",
      "data visualisation and storyboarding",
      "automation management in product development",
      "data ethics",
      "data engineering",
      "data design",
      "data strategy"
    ],
    "lead product designer": [
      "stakeholder management",
      "market research",
      "project management",
      "learning and development",
      "budgeting",
      "data analytics",
      "business development",
      "strategy planning",
      "manpower planning",
      "partnership management",
      "customer experience management",
      "business environment analysis",
      "emerging technology synthesis",
      "networking",
      "demand analysis",
      "user experience design",
      "brand management",
      "design thinking practice",
      "test planning",
      "business innovation",
      "user interface design",
      "process improvement and optimisation",
      "product management",
      "design concepts generation",
      "business requirements mapping",
      "business needs analysis",
      "user testing and usability testing",
      "people and performance management",
      "quality standards",
      "solution architecture",
      "narrative design in product development",
      "automation management in product development",
      "data visualisation and storyboarding",
      "business agility",
      "artificial intelligence application in product development"
    ],
    "lead product manager": [
      "stakeholder management",
      "market research",
      "project management",
      "learning and development",
      "budgeting",
      "data analytics",
      "performance management",
      "business development",
      "manpower planning",
      "strategy planning",
      "customer experience management",
      "business performance management",
      "partnership management",
      "business environment analysis",
      "demand analysis",
      "emerging technology synthesis",
      "user experience design",
      "networking",
      "strategy implementation",
      "product management",
      "pricing strategy",
      "user interface design",
      "design thinking practice",
      "business innovation",
      "design concepts generation",
      "business requirements mapping",
      "business needs analysis",
      "people and performance management",
      "portfolio management",
      "automation management in product development",
      "business agility",
      "artificial intelligence application in product development"
    ],
    "lead quality assurance tester": [
      "project management",
      "game concept design",
      "game quality assurance testing",
      "game testing automation",
      "gameplay design"
    ],
    "lead service designer / lead experience designer": [
      "stakeholder management",
      "project management",
      "user experience design",
      "systems thinking",
      "business presentation delivery",
      "design thinking practice",
      "design standards and specification",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "user testing and usability testing",
      "narrative design",
      "visual communication",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "behavioural economics in design",
      "facilitation",
      "interaction design practice",
      "qualitative research",
      "scenario and strategic planning",
      "cultural sensitivity for design",
      "business model innovation",
      "empathetic design"
    ],
    "lead social worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "lead strategist / lead business designer": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "business opportunities development",
      "systems thinking",
      "contract development and management",
      "design thinking practice",
      "business presentation delivery",
      "business risk management",
      "product management",
      "intellectual property management",
      "imagination and exploration",
      "data analysis and interpretation",
      "critical thinking",
      "creative entrepreneurship",
      "conceptual thinking",
      "data and information visualisation",
      "empathetic design",
      "facilitation",
      "business model innovation",
      "cultural sensitivity for design",
      "proposal writing development",
      "scenario and strategic planning",
      "behavioural economics in design"
    ],
    "lead technical artist": [
      "user experience design",
      "user interface design",
      "3d modelling",
      "research",
      "gameplay design",
      "surfacing and texturing",
      "rigging for animation",
      "level design",
      "gameplay development",
      "2d animation",
      "3d animation",
      "game technical design",
      "game production optimisation",
      "game porting",
      "digital lighting",
      "compositing visuals",
      "game user interface development"
    ],
    "lead ui designer": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "customer experience management",
      "networking",
      "user experience design",
      "organisational analysis",
      "brand management",
      "emerging technology synthesis",
      "design thinking practice",
      "process improvement and optimisation",
      "product management",
      "user interface design",
      "business innovation",
      "strategy implementation",
      "business requirements mapping",
      "business needs analysis",
      "people and performance management",
      "software testing",
      "research",
      "user testing and usability testing",
      "solution architecture",
      "software design"
    ],
    "lead ux designer": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "learning and development",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "customer experience management",
      "networking",
      "brand management",
      "user experience design",
      "design thinking practice",
      "process improvement and optimisation",
      "product management",
      "user interface design",
      "strategy implementation",
      "business innovation",
      "test planning",
      "business requirements mapping",
      "business needs analysis",
      "people and performance management",
      "user testing and usability testing",
      "solution architecture"
    ],
    "lead visualiser / lead storyteller": [
      "stakeholder management",
      "brand management",
      "business presentation delivery",
      "design sketching",
      "design standards and specification",
      "technical drawing",
      "narrative design",
      "imagination and exploration",
      "digital and physical prototyping",
      "aesthetic and design sensibility",
      "design creation and development",
      "conceptual thinking",
      "visual communication",
      "empathetic design",
      "data and information visualisation",
      "cultural sensitivity for design",
      "content development and strategy"
    ],
    "lead workplace safety and health auditor": [
      "stakeholder management",
      "innovation management",
      "change management",
      "corporate governance",
      "risk management",
      "workplace safety and health performance management",
      "workplace safety and health policy development",
      "workplace safety and health system management",
      "conflict resolution",
      "staff performance management",
      "project coordination",
      "workplace safety and health audit programme management",
      "workplace safety and health audit system management",
      "workplace safety and health culture management"
    ],
    "lead youth worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "youth development",
      "trends evaluation and application",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "mentoring for youths",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "youth outreach"
    ],
    "learning and development specialist": [
      "change management",
      "project management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "continuing professional development management",
      "learning and development framework management",
      "staff development management",
      "trainer and assessor development management",
      "training, coaching and assessment management"
    ],
    "learning and development superintendent": [
      "change management",
      "project management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "continuing professional development management",
      "learning and development framework management",
      "staff development management",
      "trainer and assessor development management",
      "training, coaching and assessment management"
    ],
    "learning and operations manager": [
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business continuity management",
      "service excellence",
      "business opportunities development",
      "crisis management",
      "business risk assessment",
      "corporate governance",
      "performance management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "business environment analysis",
      "data governance",
      "networking",
      "organisational analysis",
      "contract development and management",
      "talent management",
      "succession planning",
      "organisational strategising",
      "data management",
      "programme management",
      "financial planning and analysis",
      "research data analysis",
      "stakeholder engagement and management",
      "data collection and preparation",
      "customer relationship management operations",
      "operational excellence",
      "leadership development",
      "organisation management",
      "learning experience evaluation"
    ],
    "learning consultant / learning solutionist": [
      "innovation management",
      "change management",
      "market research",
      "project management",
      "business negotiation",
      "business opportunities development",
      "partnership management",
      "business environment analysis",
      "project feasibility assessment",
      "vendor management",
      "emerging technology synthesis",
      "networking",
      "contract development and management",
      "business risk assessment",
      "business innovation",
      "learning needs analysis",
      "data management",
      "operational excellence",
      "assessment design and implementation",
      "reflective practice",
      "research data analysis",
      "research into professional practice translation",
      "stakeholder engagement and management",
      "talent capability assessment",
      "skills framework adoption",
      "workplace performance diagnosis",
      "data collection and preparation",
      "learning solution design",
      "coaching and mentoring",
      "competency framework development",
      "curriculum design",
      "customer relationship management operations",
      "learning strategy development",
      "workplace learning delivery",
      "technology-enabled learning delivery",
      "group dynamics facilitation",
      "learning space design",
      "learner profile analysis",
      "learning experience delivery",
      "learning experience evaluation",
      "behaviour change facilitation",
      "organisational impact analysis",
      "learning mode design"
    ],
    "learning facilitator": [
      "project management",
      "business negotiation",
      "partnership management",
      "vendor management",
      "contract development and management",
      "learning needs analysis",
      "data management",
      "customer relationship management operations",
      "data collection and preparation",
      "competency framework development",
      "talent capability assessment",
      "stakeholder engagement and management",
      "skills framework adoption",
      "assessment design and implementation",
      "coaching and mentoring",
      "research data analysis",
      "reflective practice",
      "accreditation structure management",
      "technology-enabled learning delivery",
      "learning mode design",
      "organisational impact analysis",
      "learning space design",
      "learning experience evaluation",
      "learning experience delivery",
      "learner profile analysis",
      "group dynamics facilitation",
      "behaviour change facilitation",
      "workplace learning delivery"
    ],
    "learning quality manager": [
      "market research",
      "quality assurance management",
      "business negotiation",
      "service excellence",
      "partnership management",
      "vendor management",
      "contract development and management",
      "networking",
      "organisational analysis",
      "business risk assessment",
      "intellectual property management",
      "research data analysis",
      "stakeholder engagement and management",
      "accreditation structure management",
      "operational excellence",
      "organisation management",
      "learning experience evaluation"
    ],
    "learning support educator": [
      "resilience and self-care",
      "learning environment design",
      "child observation",
      "child safety and protection",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "learning support session planning and implementation",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "family and caregiver engagement",
      "early intervention principles and practices",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child screening and assessment",
      "situation management with families and community"
    ],
    "learning support executive": [
      "marketing campaign management",
      "budgeting",
      "customer acquisition management",
      "knowledge management",
      "vendor management",
      "contract development and management",
      "digital marketing",
      "data management",
      "programme management",
      "customer relationship management operations",
      "data collection and preparation",
      "financial planning and analysis",
      "research data analysis",
      "stakeholder engagement and management",
      "marketing communication plan development"
    ],
    "learning systems manager": [
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business continuity management",
      "service excellence",
      "partnership management",
      "infrastructure support",
      "vendor management",
      "emerging technology synthesis",
      "networking",
      "organisational analysis",
      "contract development and management",
      "data governance",
      "business risk assessment",
      "business innovation",
      "system integration",
      "user interface design",
      "data management",
      "data collection and preparation",
      "operational excellence",
      "financial planning and analysis",
      "research data analysis",
      "software testing",
      "stakeholder engagement and management",
      "learning technology design"
    ],
    "learning technology designer": [
      "innovation management",
      "project management",
      "market research",
      "business negotiation",
      "partnership management",
      "knowledge management",
      "business environment analysis",
      "project feasibility assessment",
      "vendor management",
      "emerging technology synthesis",
      "networking",
      "contract development and management",
      "business innovation",
      "business risk assessment",
      "user interface design",
      "data management",
      "learning needs analysis",
      "data collection and preparation",
      "research data analysis",
      "research into professional practice translation",
      "software testing",
      "stakeholder engagement and management",
      "system integration",
      "learning mode design",
      "learning technology design",
      "learning experience evaluation",
      "learner profile analysis"
    ],
    "legal counsel": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "crisis management",
      "strategy planning",
      "corporate governance",
      "risk management",
      "technology application",
      "contract and vendor management",
      "regulatory risk assessment",
      "policy implementation and revision",
      "research and information synthesis",
      "ethical culture",
      "legal drafting and writing",
      "regulatory and legal advisory",
      "corporate and business law application",
      "people performance management"
    ],
    "licensed aircraft engineer - cat b1 (mechanical)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "augmented reality application",
      "maintenance coordination",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "aerodynamics principles application",
      "helicopter aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "aerospace maintenance practices application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "workshop practices application"
    ],
    "licensed aircraft engineer - cat b2 (avionics)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "augmented reality application",
      "maintenance coordination",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propulsion principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "aerodynamics principles application",
      "human factors application and error management",
      "internet of things implementation",
      "aerospace maintenance practices application",
      "helicopter aerodynamics, structures and systems principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "workshop practices application"
    ],
    "licensed aircraft engineer - cat c": [
      "business negotiation",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "augmented reality application",
      "propulsion principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "aerodynamics principles application",
      "human factors application and error management",
      "internet of things implementation",
      "aerospace maintenance practices application",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "workshop practices application"
    ],
    "lifting supervisor": [
      "process improvement and optimisation",
      "equipment maintenance",
      "risk management and administration",
      "dangerous goods management",
      "cold chain operations administration",
      "cross docking",
      "environmental protection management",
      "material handling equipment (mhe) handling",
      "time sensitive cargo delivery management",
      "transportation equipment handling",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "lighting designer": [
      "innovation management",
      "project management",
      "digital and interactive design",
      "infrastructure design",
      "lighting operations",
      "production budget management",
      "rigging equipment maintenance",
      "rigging operations",
      "concept creation for production design",
      "digital lighting for production",
      "lighting conceptualisation and design for production",
      "production quality management"
    ],
    "line producer - film": [
      "business negotiation",
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "workplace safety and health",
      "media law and compliance",
      "procurement for production operations",
      "production budget management",
      "production team and crew selection",
      "production operations"
    ],
    "linen room attendant / laundry valet attendant": [
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "people and relationship management",
      "productivity improvement",
      "service planning and implementation",
      "asset and inventory management",
      "customer challenges management",
      "laundry operations management",
      "linen and uniform room operations management",
      "technology adoption and innovation"
    ],
    "linen room supervisor": [
      "innovation management",
      "crisis management",
      "service excellence",
      "customer experience management",
      "workplace safety and health performance management",
      "vendor management",
      "staff management",
      "service coaching",
      "productivity improvement",
      "people and relationship management",
      "people and performance management",
      "people development",
      "organisational relationship building",
      "resource management",
      "service planning and implementation",
      "asset and inventory management",
      "linen and uniform room operations management",
      "laundry operations management",
      "environmental sustainability management",
      "technology adoption and innovation",
      "customer challenges management"
    ],
    "lng research analyst": [
      "continuous improvement management",
      "internet of things management",
      "contract management",
      "data management",
      "regulatory compliance",
      "business intelligence and data analytics",
      "energy trading portfolio optimisation",
      "technology and systems application",
      "trading analysis",
      "trading reporting and assessment"
    ],
    "lng trading and research head": [
      "continuous improvement management",
      "internet of things management",
      "contract management",
      "data management",
      "regulatory compliance",
      "business planning management",
      "business intelligence and data analytics",
      "counterparty relationship management",
      "energy trading portfolio optimisation",
      "hedging management",
      "liquefied natural gas breakbulk services management",
      "people capability development",
      "sales and business development",
      "technology and systems application",
      "trading analysis",
      "trading reporting and assessment"
    ],
    "lng trading trader": [
      "continuous improvement management",
      "internet of things management",
      "contract management",
      "data management",
      "regulatory compliance",
      "business planning management",
      "business intelligence and data analytics",
      "counterparty relationship management",
      "energy trading portfolio optimisation",
      "hedging management",
      "liquefied natural gas breakbulk services management",
      "sales and business development",
      "technology and systems application",
      "trading analysis",
      "trading reporting and assessment"
    ],
    "load control assistant": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "human factors management",
      "aircraft load planning",
      "inclement weather operations and planning",
      "flight performance data calculation",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "load control documentation",
      "aircraft weight and balance calculation",
      "aircraft turnaround coordination",
      "human-robot collaboration"
    ],
    "load control officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "human factors management",
      "aircraft load planning",
      "inclement weather operations and planning",
      "flight performance data calculation",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "load control documentation",
      "aircraft weight and balance calculation",
      "aircraft turnaround coordination",
      "human-robot collaboration"
    ],
    "logistics contracts analyst / logistics operations analyst": [
      "market research",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "contract / vendor management",
      "e-logistics it solutioning",
      "logistics operations research and planning",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "material flow modelling",
      "material management (planning, sourcing, use, disposal)",
      "supply chain solutioning / modelling / planning / strategising"
    ],
    "logistics contracts executive / logistics operations executive / logistics operations specialist": [
      "market research",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "customer management",
      "autonomous logistics design and application",
      "contract / vendor management",
      "e-logistics it solutioning",
      "integrated system design and application",
      "logistics operations research and planning",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "material flow modelling",
      "material management (planning, sourcing, use, disposal)",
      "supply chain solutioning / modelling / planning / strategising"
    ],
    "logistics contracts manager / logistics programme manager": [
      "stakeholder management",
      "market research",
      "financial management",
      "data and statistical analytics",
      "process improvement and optimisation",
      "contract preparation, evaluation, negotiation and tendering",
      "risk management and administration",
      "customer management",
      "cloud computing application",
      "autonomous logistics design and application",
      "material management (planning, sourcing, use, disposal)",
      "material flow modelling",
      "logistics operations research and planning",
      "logistics solution product / project management",
      "logistics solution design thinking",
      "integrated system design and application",
      "e-logistics it solutioning",
      "contract / vendor management",
      "supply chain solutioning / modelling / planning / strategising"
    ],
    "logistics data management coordinator / logistics data entry coordinator": [
      "market research",
      "data and statistical analytics",
      "knowledge management",
      "process improvement and optimisation",
      "cargo tracking system administration",
      "risk management and administration",
      "customer management",
      "transport management system administration",
      "information technology and network security",
      "intellectual property (ip) management",
      "logistics solution product / project management",
      "transportation hub / control centre administration",
      "warehouse management system administration"
    ],
    "logistics data specialist / master data analyst / master data executive": [
      "stakeholder management",
      "market research",
      "financial management",
      "data and statistical analytics",
      "technology application",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "enterprise database system administration",
      "technology infrastructure management and integration",
      "information technology and network security",
      "intellectual property (ip) management",
      "logistics operations research and planning"
    ],
    "logistics innovation and process improvement manager / customer and logistics systems manager": [
      "stakeholder management",
      "change management",
      "market research",
      "business continuity management",
      "financial management",
      "strategy planning",
      "data and statistical analytics",
      "process improvement and optimisation",
      "strategy implementation",
      "risk management and administration",
      "enterprise database system administration",
      "technology infrastructure management and integration",
      "automation design",
      "autonomous logistics design and application",
      "information technology and network security",
      "logistics operations research and planning"
    ],
    "logistics it executive / digital services executive / logistics system analyst": [
      "knowledge management",
      "technology application",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "enterprise database system administration",
      "technology infrastructure management and integration",
      "information technology and network security",
      "logistics process quality management"
    ],
    "logistics solutions analyst": [
      "market research",
      "business development",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "contract / vendor management",
      "logistics operations research and planning",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "material flow modelling",
      "material management (planning, sourcing, use, disposal)",
      "supply chain solutioning / modelling / planning / strategising",
      "vertical programme management"
    ],
    "logistics solutions and implementation director / tailored supply chain director / channel operations director": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "financial management",
      "business continuity management",
      "business development",
      "corporate governance",
      "strategy planning",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "customer management",
      "material management (planning, sourcing, use, disposal)",
      "supply chain solutioning / modelling / planning / strategising",
      "autonomous logistics design and application",
      "logistics solution product / project management",
      "logistics solution design thinking",
      "logistics operations research and planning",
      "integrated system design and application",
      "e-logistics it solutioning",
      "contract / vendor management",
      "vertical programme management"
    ],
    "logistics solutions manager": [
      "stakeholder management",
      "market research",
      "financial management",
      "business development",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "customer management",
      "autonomous logistics design and application",
      "material flow modelling",
      "supply chain solutioning / modelling / planning / strategising",
      "material management (planning, sourcing, use, disposal)",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "logistics operations research and planning",
      "integrated system design and application",
      "e-logistics it solutioning",
      "contract / vendor management",
      "vertical programme management"
    ],
    "logistics solutions specialist / logistics solutions engineer": [
      "stakeholder management",
      "market research",
      "business development",
      "data and statistical analytics",
      "process improvement and optimisation",
      "risk management and administration",
      "cloud computing application",
      "customer management",
      "autonomous logistics design and application",
      "material flow modelling",
      "supply chain solutioning / modelling / planning / strategising",
      "material management (planning, sourcing, use, disposal)",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "logistics operations research and planning",
      "integrated system design and application",
      "e-logistics it solutioning",
      "contract / vendor management",
      "vertical programme management"
    ],
    "machinist / technician": [
      "emergency response management",
      "internet of things management",
      "additive manufacturing",
      "quality system management",
      "data synthesis",
      "automated operation monitoring",
      "continuous process improvement",
      "embedded systems integration",
      "equipment maintenance",
      "manufacturing process management",
      "machining",
      "surface preparation and protection",
      "product and machine assembly",
      "precision measurement",
      "non-destructive testing",
      "material joining",
      "geometric dimensioning and tolerancing",
      "augmented reality application",
      "cutting",
      "computer-aided manufacturing",
      "automated system design",
      "hydraulic systems management",
      "pneumatic systems management",
      "computer-aided design",
      "cleanliness and contamination control",
      "automation systems maintenance",
      "virtual reality application",
      "workplace safety and health practice"
    ],
    "maintenance controller / technical operations representative": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propulsion principles application",
      "aerodynamics principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "maintenance manager": [
      "change management",
      "emergency response management",
      "business continuity management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "third party management",
      "organisational resource management",
      "procurement management",
      "staff management",
      "reliability engineering management",
      "preventive maintenance management",
      "inspection engineering management",
      "engineering management of change",
      "electrical engineering management",
      "training, coaching and assessment management",
      "staff development management",
      "robotic and automation system maintenance",
      "asset integrity management",
      "mechanical rotating equipment engineering management",
      "plant turnaround management",
      "organisational analysis management",
      "mechanical static equipment engineering management",
      "budget management",
      "maintenance planning and scheduling",
      "maintenance integrity and reliability framework development and implementation",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "maintenance planner": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "procurement management",
      "preventive maintenance management",
      "asset integrity management",
      "maintenance integrity and reliability framework development and implementation",
      "maintenance planning and scheduling",
      "plant turnaround management",
      "supply chain management"
    ],
    "maintenance supervisor": [
      "change management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "organisational resource management",
      "staff management",
      "procurement management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "mechanical field maintenance management",
      "technical report writing",
      "inspection engineering management",
      "engineering management of change",
      "electrical field maintenance management",
      "staff development management",
      "training, coaching and assessment management",
      "asset integrity management",
      "robotic and automation system maintenance",
      "process analyser maintenance management",
      "plant turnaround management",
      "maintenance planning and scheduling",
      "maintenance integrity and reliability framework development and implementation",
      "instrumentation and control system maintenance management",
      "instrumentation and control field maintenance management",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "maintenance technician": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "learning and development",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "process improvement and optimisation",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "inspection engineering management",
      "preventive maintenance management",
      "accident and incident response management",
      "safe system of work development and implementation",
      "electrical field maintenance management",
      "dangerous goods management",
      "mechanical field maintenance management",
      "robotic and automation system maintenance",
      "process analyser maintenance management",
      "plant turnaround management",
      "incident investigation management",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "instrumentation and control field maintenance management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "human factors management",
      "hazard and risk control and policy management",
      "ground support equipment safety audit inspections",
      "ground support equipment operations",
      "ground support equipment maintenance",
      "ground handling services and operations management",
      "asset integrity management",
      "airside driving",
      "workplace safety and health hazard identification and risk control management"
    ],
    "make-up and / or hair designer": [
      "project management",
      "business negotiation",
      "hair design and styling",
      "make-up design (and special effects)"
    ],
    "management accountant / financial planning and analysis analyst / business analyst": [
      "stakeholder management",
      "business planning",
      "data analytics",
      "performance management",
      "conflict management",
      "risk management",
      "data governance",
      "financial analysis",
      "benchmarking",
      "financial planning",
      "macroeconomic analysis",
      "corporate and business law",
      "cost management",
      "audit compliance",
      "financial reporting",
      "accounting and tax systems",
      "professional and business ethics",
      "tax implications",
      "finance business partnering",
      "management decision making",
      "digital technology environment scanning",
      "digital technology adoption and innovation",
      "taxation laws"
    ],
    "manager (airside operations)": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "standard operating procedures development",
      "service innovation",
      "dangerous goods management",
      "runway safety",
      "human factors management",
      "internet of things application",
      "airport collaborative decision making model application",
      "hazard and risk control and policy management",
      "airside safety",
      "airside operations management",
      "airside driving",
      "airport operations management",
      "wildlife hazard management"
    ],
    "manager (baggage services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "financial planning and budget management",
      "baggage services management",
      "baggage security screening operations",
      "baggage lost and found operations",
      "baggage handling operations",
      "hazard and risk control and policy management"
    ],
    "manager (cargo)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "crisis communication and media management",
      "service innovation",
      "dangerous goods management",
      "cargo receipt and inspection",
      "standard operating procedures development",
      "accident and incident response management",
      "inclement weather operations and planning",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "ground handling services and operations management",
      "human-robot collaboration",
      "human factors management",
      "hazard and risk control and policy management",
      "air cargo operations management",
      "financial planning and budget management",
      "cargo warehousing operations",
      "cargo transit and transhipment management",
      "cargo tracking systems administration",
      "cargo load planning",
      "aircraft turnaround coordination",
      "unit load devices operations"
    ],
    "manager (contact centre operations) / manager (service centres) / manager (premium passenger services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "standard operating procedures development",
      "crisis communication and media management",
      "service branding and coaching",
      "airline distribution channel strategies",
      "human factors management",
      "ground services training delivery",
      "airline marketing",
      "call centre management",
      "airport operations management",
      "airline operations management",
      "customer service delivery"
    ],
    "manager (engineering procurement)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "strategy development",
      "technology application",
      "engineering drawing, interpretation and management",
      "contract development and management",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "quality system management",
      "technical writing",
      "programme management",
      "staff management",
      "third party management",
      "procurement performance monitoring",
      "procurement coordination and policy development",
      "organisational resource management",
      "building information modelling application",
      "project risk management",
      "inventory management",
      "cost management",
      "organisational risk management",
      "sustainable engineering",
      "materials inspection"
    ],
    "manager (flight operations)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "data analytics",
      "business development",
      "process improvement and optimisation",
      "customer relationship management",
      "crisis communication and media management",
      "standard operating procedures development",
      "flight watching and flight following",
      "service innovation",
      "inclement weather operations and planning",
      "human factors management",
      "accident and incident response management",
      "aircraft performance management",
      "flight dispatch",
      "dangerous goods management",
      "flight planning",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "human-robot collaboration",
      "flight performance data calculation",
      "flight disruptions and irregular operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "financial planning and budget management",
      "airport operations management",
      "airline operations management",
      "aircraft turnaround coordination"
    ],
    "manager (ground services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "data analytics",
      "business development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "crisis communication and media management",
      "human factors management",
      "aircraft turnaround coordination",
      "internet of things application",
      "flight disruptions and irregular operations management",
      "customer service delivery",
      "service branding and coaching",
      "airport operations management",
      "service level agreement management",
      "airline representation and station management",
      "airline operations management",
      "ground services training delivery"
    ],
    "manager (load control)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "hazard and risk control and policy management",
      "aircraft load planning",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight performance data calculation",
      "load control documentation",
      "financial planning and budget management",
      "aircraft weight and balance calculation",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "manager (network planning)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "data analytics",
      "manpower planning",
      "business development",
      "technology application",
      "standard operating procedures development",
      "airline marketing",
      "airport and airline economics",
      "airline revenue management",
      "network planning and operations",
      "route forecasting and development",
      "scheduling and slot coordination",
      "airline operations management",
      "airline distribution channel strategies"
    ],
    "manager (operations & maintenance / specialised systems / projects)": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "engineering contract management",
      "engineering project management",
      "human factors management",
      "airfield civil infrastructure maintenance and design",
      "hazard and risk control and policy management",
      "airfield specialised systems maintenance and design",
      "engineering safety and security standards",
      "airport operations management",
      "airport infrastructure and facilities maintenance and design",
      "engineering standards audit and assessment"
    ],
    "manager (passenger services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "baggage lost and found operations",
      "inclement weather operations and planning",
      "hazard and risk control and policy management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground handling services and operations management",
      "financial planning and budget management",
      "service branding and coaching",
      "customer and passenger handling and care",
      "baggage services management",
      "human factors management"
    ],
    "manager (production / catering-cabin)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "ground handling services and operations management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "food waste management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "kitchen production scheduling",
      "food and beverage safety, hygiene and security",
      "food and beverage quality audit and assessment",
      "food and beverage quality assurance framework development",
      "financial planning and budget management",
      "hazard and risk control and policy management"
    ],
    "manager (project development)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "strategy development",
      "project feasibility assessment",
      "technology application",
      "contract development and management",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "programme management",
      "building information modelling application",
      "technical writing",
      "business proposal writing",
      "staff management",
      "organisational resource management",
      "project risk management",
      "hazards and risk identification and management",
      "cost management",
      "electrical engineering management",
      "instrumentation and control design engineering management",
      "civil and structural engineering management",
      "geotechnical engineering management",
      "mechanical engineering management",
      "organisational risk management"
    ],
    "manager (project financing)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "business performance management",
      "strategy development",
      "technology application",
      "project feasibility assessment",
      "contract development and management",
      "financial analysis",
      "business presentation delivery",
      "capital expenditure and investment evaluation",
      "programme management",
      "staff management",
      "technical writing",
      "organisational resource management",
      "business proposal writing",
      "financial modelling",
      "valuation approaches and methodologies",
      "valuation conclusion and reporting",
      "capital raising",
      "valuation research and analysis",
      "project risk management",
      "cost management",
      "organisational risk management"
    ],
    "manager (ramp / technical ramp)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground support equipment operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground handling services and operations management",
      "financial planning and budget management",
      "cargo loading and unloading administration",
      "baggage loading and unloading administration",
      "hazard and risk control and policy management"
    ],
    "manager (technical services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business development",
      "manpower planning",
      "technology application",
      "customer relationship management",
      "process improvement and optimisation",
      "standard operating procedures development",
      "service innovation",
      "accident and incident response management",
      "dangerous goods management",
      "crisis communication and media management",
      "aircraft turnaround coordination",
      "hazard and risk control and policy management",
      "human factors management",
      "human-robot collaboration",
      "ground support equipment operations",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground support equipment maintenance",
      "ground support equipment failure analysis",
      "ground handling services and operations management",
      "financial planning and budget management",
      "ground support equipment safety audit inspections"
    ],
    "manager - analytics and customer insights": [
      "market research",
      "business negotiation",
      "data analytics",
      "customer behaviour analysis",
      "contract and vendor management",
      "data visualisation",
      "research",
      "concept creation"
    ],
    "manager - content acquisition": [
      "innovation management",
      "project management",
      "business negotiation",
      "customer behaviour analysis",
      "contract and vendor management",
      "content strategy",
      "research",
      "content acquisition management"
    ],
    "manager - content commissioning": [
      "innovation management",
      "project management",
      "business negotiation",
      "contract and vendor management",
      "content strategy",
      "market evaluation",
      "research",
      "concept creation",
      "content commissioning",
      "content rating and compliance"
    ],
    "manager - linear media infrastructure": [
      "emergency response management",
      "contract and vendor management",
      "broadcast infrastructure design",
      "broadcast infrastructure installation",
      "broadcast infrastructure maintenance"
    ],
    "manager - linear media operations": [
      "emergency response management",
      "contract and vendor management",
      "workplace safety and health",
      "media file formats conformation",
      "content ingest operations",
      "master control room operations",
      "media content cataloguing",
      "media data management"
    ],
    "manager - localisation": [
      "customer behaviour analysis",
      "research",
      "customisation and localisation"
    ],
    "manager - on-demand media technology and operations": [
      "network configuration",
      "network administration and maintenance",
      "application development",
      "content delivery network operations",
      "content ingest operations"
    ],
    "manager - programme planning and scheduling": [
      "customer experience management",
      "customer behaviour analysis",
      "content strategy",
      "market evaluation",
      "research",
      "concept creation",
      "programme planning"
    ],
    "manager - standards and practices": [
      "customer behaviour analysis",
      "research",
      "content rating and compliance"
    ],
    "manager / assistant manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "manpower planning",
      "strategy planning",
      "corporate governance",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "conflict management",
      "emergency response and crisis management",
      "resilience and self-care",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "trends evaluation and application",
      "quality and audit management",
      "collaborative practices across disciplines and sectors",
      "department performance management",
      "reflexive practice",
      "social policy development",
      "social policy evaluation",
      "social policy formulation",
      "social policy implementation",
      "technology application in counselling"
    ],
    "manager / senior manager": [
      "innovation management",
      "change management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "data synthesis",
      "risk appetite and goals setting",
      "workplace safety and health system management",
      "effectiveness management",
      "organisational strategising",
      "production resource management",
      "quality systems management",
      "crisis situations management"
    ],
    "manager, employee experience and relations": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "business acumen",
      "data collection and preparation",
      "stakeholder engagement and management",
      "operational excellence",
      "labour relations management",
      "human resource practices implementation",
      "organisational event management",
      "organisational diagnosis",
      "organisational culture development",
      "organisational change management",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource policies and legislation framework management",
      "conduct and behaviour management",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "health and wellness programme management",
      "financial acumen",
      "employer branding",
      "employee relationship management",
      "employee engagement management",
      "employee communication management",
      "diversity and inclusion management",
      "digital marketing and communication",
      "workplace optimisation"
    ],
    "manager, learning and organisation development": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "learning needs analysis",
      "talent capability assessment",
      "stakeholder engagement and management",
      "skills framework adoption",
      "organisational design",
      "operational excellence",
      "business acumen",
      "leadership development",
      "competency framework development",
      "data collection and preparation",
      "organisational culture development",
      "career framework design",
      "strategic workforce planning",
      "diversity and inclusion management",
      "employee communication management",
      "organisational diagnosis",
      "financial acumen",
      "human resource digitalisation",
      "human resource policies and legislation framework management",
      "human resource advisory",
      "human resource analytics and insights",
      "learning and development strategy",
      "learning and development programme management",
      "career coaching",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "organisational change management"
    ],
    "manager, operations and technology": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "data management",
      "data collection and preparation",
      "stakeholder engagement and management",
      "skills framework adoption",
      "operational excellence",
      "business acumen",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource strategy formulation",
      "human resource systems management",
      "human resource digitalisation",
      "organisational change management",
      "organisational culture development",
      "organisational diagnosis",
      "human resource analytics and insights",
      "human resource advisory",
      "financial acumen",
      "diversity and inclusion management",
      "human resource service quality management"
    ],
    "manager, performance and rewards": [
      "project management",
      "performance management",
      "risk management",
      "data governance",
      "technology integration",
      "skills framework adoption",
      "business acumen",
      "organisational design",
      "benefits management",
      "stakeholder engagement and management",
      "data collection and preparation",
      "compensation management",
      "operational excellence",
      "job analysis and evaluation",
      "strategic workforce planning",
      "organisational diagnosis",
      "organisational culture development",
      "organisational change management",
      "human resource service quality management",
      "human resource strategy formulation",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "health and wellness programme management",
      "financial acumen",
      "executive remuneration management",
      "employee mobility management",
      "employee communication management",
      "diversity and inclusion management",
      "total rewards philosophy development"
    ],
    "manager, talent attraction": [
      "project management",
      "risk management",
      "data governance",
      "technology integration",
      "operational excellence",
      "stakeholder engagement and management",
      "skills framework adoption",
      "selection management",
      "recruitment channel management",
      "organisational design",
      "business acumen",
      "data collection and preparation",
      "human resource digitalisation",
      "human resource advisory",
      "strategic workforce planning",
      "diversity and inclusion management",
      "employee communication management",
      "employee mobility management",
      "employer branding",
      "financial acumen",
      "organisational event management",
      "organisational culture development",
      "human resource policies and legislation framework management",
      "organisational change management",
      "human resource analytics and insights",
      "onboarding",
      "job analysis and evaluation",
      "contingent workforce management",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "industry networking"
    ],
    "manager, talent management": [
      "project management",
      "performance management",
      "risk management",
      "data governance",
      "technology integration",
      "talent management",
      "succession planning",
      "business acumen",
      "skills framework adoption",
      "leadership development",
      "organisational design",
      "stakeholder engagement and management",
      "talent capability assessment",
      "data collection and preparation",
      "competency framework development",
      "operational excellence",
      "organisational change management",
      "retirement and re-employment management",
      "strategic workforce planning",
      "organisational diagnosis",
      "organisational culture development",
      "involuntary exit management",
      "career coaching",
      "human resource strategy formulation",
      "human resource service quality management",
      "human resource practices implementation",
      "human resource policies and legislation framework management",
      "human resource digitalisation",
      "human resource analytics and insights",
      "human resource advisory",
      "financial acumen",
      "employee mobility management",
      "employee communication management",
      "diversity and inclusion management",
      "contingent workforce management",
      "career framework design",
      "voluntary exit management"
    ],
    "managing director": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "learning and development",
      "business development",
      "strategy planning",
      "vendor management",
      "incident and accident investigation",
      "workplace safety and health policy development",
      "contract preparation, evaluation, negotiation and tendering",
      "data analysis and interpretation",
      "automation of landscape operations",
      "workflow digitalisation"
    ],
    "managing director / general manager / chief operating officer / fleet director": [
      "business negotiation",
      "budgeting",
      "financial management",
      "business continuity management",
      "business planning",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "financial analysis",
      "networking",
      "cyber security",
      "risk control and response planning",
      "organisational strategy and policy realisation",
      "resource management",
      "ship cyber security",
      "fleet procurement",
      "innovation",
      "chartering",
      "ship energy efficiency"
    ],
    "managing director / general manager / vice-president": [
      "innovation management",
      "change management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "conflict management",
      "organisational analysis",
      "risk appetite and goals setting",
      "business networking",
      "organisational strategising",
      "crisis situations management"
    ],
    "manufacturing engineer / production engineer (assembly)": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "manufacturing process management",
      "lean manufacturing",
      "continuous process improvement",
      "automation process control",
      "metallic material characterisation",
      "material joining",
      "augmented reality application",
      "product and machine assembly",
      "automated system design",
      "welding process",
      "product lifecycle management",
      "piston engine principles application",
      "production line set-up",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "propulsion principles application",
      "physics concepts application",
      "sealants process",
      "surface preparation and protection for aerospace manufacturing",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "aerodynamics principles application",
      "new engine build process application",
      "mathematical concepts application",
      "aerospace materials and hardware selection",
      "jigs and fixtures design",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "aviation legislation compliance",
      "workshop practices application"
    ],
    "manufacturing engineer / production engineer (manufacturing)": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "condition-based assets monitoring management",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "manufacturing process management",
      "machining",
      "lean manufacturing",
      "laser and optics application",
      "automation process control",
      "metallic material characterisation",
      "material joining",
      "computer-aided manufacturing",
      "automated system design",
      "cutting",
      "augmented reality application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "physics concepts application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "product lifecycle management",
      "production line set-up",
      "welding process",
      "propulsion principles application",
      "non-metallic materials manufacturing",
      "sealants process",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "propeller principles application",
      "jigs and fixtures design",
      "mathematical concepts application",
      "elastomer seals application",
      "aerospace heat treatment process",
      "aerospace materials and hardware selection",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "digital techniques application",
      "electrical fundamentals application",
      "aerodynamics principles application",
      "electronic fundamentals application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "internet of things implementation",
      "workshop practices application"
    ],
    "manufacturing manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "risk compliance and governance",
      "additive manufacturing",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "laser and optics application",
      "artificial intelligence application",
      "automation process control",
      "cyber risk management",
      "green manufacturing design and implementation",
      "manufacturing process management",
      "machining",
      "carbon footprint management",
      "lean manufacturing",
      "applied research and development management",
      "automated system design",
      "metallic material characterisation",
      "big data analytics",
      "internet of things implementation",
      "welding process",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "surface preparation and protection for aerospace manufacturing",
      "aerospace materials and hardware selection",
      "digital techniques application",
      "electrical fundamentals application",
      "electronic fundamentals application",
      "engineering problem solving",
      "propulsion principles application",
      "propeller principles application",
      "aviation legislation compliance",
      "production line set-up",
      "product lifecycle management",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "new engine build process application",
      "gas turbine engine principles application",
      "aerodynamics principles application",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "manufacturing manager / operations manager / production manager": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "learning and development",
      "business planning",
      "internet of things management",
      "conflict management",
      "enterprise risk management",
      "risk compliance and governance",
      "organisational analysis",
      "networking",
      "additive manufacturing",
      "quality system management",
      "production planning",
      "workplace safety and health system management",
      "business data analysis",
      "business innovation",
      "data synthesis",
      "lean manufacturing",
      "procurement performance monitoring",
      "vision leadership",
      "carbon footprint management",
      "manufacturing process design",
      "continuous process improvement",
      "cyber risk management",
      "manufacturing process management",
      "data analytics system design",
      "production performance management",
      "competitive business strategy",
      "new product introduction",
      "research and development",
      "supply chain solutioning",
      "value analysis",
      "maintenance coordination",
      "production resource management",
      "sustainable manufacturing",
      "virtual reality application",
      "workplace safety and health practice"
    ],
    "manufacturing planning assistant": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "manufacturing planning executive": [
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "knowledge management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "data synthesis",
      "production planning",
      "quality system management",
      "continuous process improvement",
      "lean manufacturing",
      "enterprise database system administration",
      "warehouse inventory control and audit",
      "supplier management and capability development",
      "aviation legislation compliance",
      "mathematical concepts application",
      "human factors application and error management",
      "internet of things implementation"
    ],
    "manufacturing planning manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "risk compliance and governance",
      "contract development and management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "data synthesis",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "enterprise database system administration",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "aviation legislation compliance",
      "supplier management and capability development"
    ],
    "manufacturing planning supervisor": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "marine claims executive": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "corporate governance",
      "customer experience management",
      "contract and vendor management",
      "data governance",
      "regulatory compliance",
      "cyber security",
      "ethical culture",
      "marine insurance claims handling"
    ],
    "marine consultant": [
      "stakeholder management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "manpower planning",
      "customer experience management",
      "partnership management",
      "business environment analysis",
      "project feasibility assessment",
      "organisational analysis",
      "market profiling",
      "networking",
      "contract and vendor management",
      "business data analysis",
      "process improvement and optimisation",
      "business presentation delivery",
      "technology integration",
      "cyber security",
      "proposal writing",
      "resource management",
      "innovation",
      "solution design thinking"
    ],
    "marine manager": [
      "market research",
      "budgeting",
      "financial management",
      "business continuity management",
      "learning and development",
      "business planning",
      "crisis management",
      "service excellence",
      "manpower planning",
      "networking",
      "risk compliance and governance",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "innovation",
      "fleet procurement",
      "crisis communication",
      "employee relations",
      "ship cyber security",
      "ship energy efficiency",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "ship safety management systems audit",
      "crew management"
    ],
    "marine underwriter": [
      "business negotiation",
      "continuous improvement management",
      "performance management",
      "business performance management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "business data analysis",
      "business presentation delivery",
      "quality assurance",
      "regulatory compliance",
      "policy implementation and revision",
      "cyber security",
      "ethical culture",
      "underwriting process",
      "marine insurance underwriting profitability and efficiency management",
      "risk analytics"
    ],
    "marine underwriting assistant": [
      "business negotiation",
      "continuous improvement management",
      "customer experience management",
      "contract and vendor management",
      "business data analysis",
      "business presentation delivery",
      "regulatory compliance",
      "cyber security",
      "ethical culture",
      "policy implementation and revision",
      "underwriting process",
      "marine insurance underwriting profitability and efficiency management",
      "risk analytics"
    ],
    "market and liquidity risk analyst": [
      "stakeholder management",
      "business risk assessment",
      "data mining and modelling",
      "regulatory risk assessment",
      "data collection and analysis",
      "ethical culture",
      "market risk management",
      "standard operating procedures development",
      "asset and liability management",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "market and liquidity risk manager": [
      "stakeholder management",
      "business continuity planning",
      "technology application",
      "business environment analysis",
      "business risk assessment",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "standard operating procedures development",
      "policy implementation and revision",
      "market risk management",
      "ethical culture",
      "data collection and analysis",
      "people performance management",
      "risk analytics",
      "risk and compliance reporting",
      "scenario planning and analysis",
      "asset and liability management"
    ],
    "marketing and channel management senior executive": [
      "innovation management",
      "continuous improvement management",
      "internet of things management",
      "staff training facilitation",
      "third party management",
      "business intelligence and data analytics",
      "digital marketing management",
      "marketing content development",
      "marketing operations management",
      "marketing strategy development",
      "partnership development and management",
      "technology and systems application"
    ],
    "marketing assistant / marketing coordinator": [
      "stakeholder management",
      "market research",
      "learning and development",
      "continuous improvement management",
      "service excellence",
      "conflict management",
      "customer experience management",
      "marketing campaign management",
      "market profiling",
      "brand portfolio management",
      "digital marketing",
      "customer relationship management",
      "e-commerce campaign management",
      "systems thinking application",
      "website design",
      "data mining and modelling",
      "social media management",
      "technology integration",
      "website performance management",
      "resource management"
    ],
    "marketing associate / assistant": [
      "stakeholder management",
      "market research",
      "data analytics",
      "crisis management",
      "business opportunities development",
      "conflict management",
      "knowledge management",
      "customer acquisition management",
      "marketing campaign management",
      "customer behaviour analysis",
      "marketing communications plan development",
      "market profiling",
      "brand portfolio management",
      "intellectual property management",
      "media strategy development",
      "website design",
      "e-commerce campaign management",
      "events planning and management",
      "design concepts generation",
      "social media marketing",
      "business relationship building",
      "social media management",
      "website performance management",
      "media platforms management",
      "consumer intelligence analysis",
      "visual collaterals production",
      "marketing mix management",
      "brand campaign management",
      "content writing and editing",
      "market trend analysis",
      "international marketing programmes management",
      "communications channel management",
      "infographics and data visualisation",
      "customer relationship management operations",
      "content management",
      "shopper marketing campaign management",
      "rules-based copy editing",
      "search engine optimisation (seo)",
      "sentiment analysis",
      "user interface and user experience (ui/ux) optimisation",
      "typeface and layout production",
      "production of still and moving images",
      "visual design and communication principles",
      "workplace communications",
      "writing of advertising copy for broadcast and interactive media",
      "public relations campaign management",
      "affiliate marketing",
      "print production trends and techniques",
      "print management",
      "business operational planning",
      "colour concept application",
      "compliance with legal regulations",
      "content management system utilisation",
      "data-mining and modelling",
      "digital asset and file management",
      "digital image production",
      "game-based marketing",
      "inbound marketing",
      "blog and vlog deployment",
      "mass communications management",
      "mobile apps marketing",
      "paid search engine marketing (sem)",
      "point-of-purchase marketing",
      "press conferences management",
      "writing of advertising copy for print media"
    ],
    "marketing communications executive / digital marketing executive / public relations executive": [
      "market research",
      "business negotiation",
      "budgeting",
      "data analytics",
      "public relations management",
      "vendor management",
      "customer behaviour analysis",
      "marketing campaign management",
      "report writing",
      "marketing communications plan development",
      "brand management",
      "market profiling",
      "digital marketing",
      "media strategy development",
      "business presentation delivery",
      "website design",
      "events planning and management",
      "social media marketing",
      "market trend analysis",
      "collateral production"
    ],
    "marketing communications manager / digital marketing manager / public relations manager / assistant marketing communications manager / assistant digital marketing manager / assistant public relations manager": [
      "market research",
      "business negotiation",
      "budgeting",
      "data analytics",
      "marketing campaign management",
      "vendor management",
      "customer behaviour analysis",
      "marketing communications plan development",
      "brand management",
      "market profiling",
      "digital marketing",
      "media strategy development",
      "public relations management",
      "business presentation delivery",
      "website design",
      "events planning and management",
      "social media marketing",
      "staff management",
      "market trend analysis",
      "people development",
      "service brand",
      "technology adoption and innovation"
    ],
    "marketing communications officer / digital marketing officer / sales and marketing officer": [
      "market research",
      "report writing",
      "data analytics",
      "customer behaviour analysis",
      "marketing campaign management",
      "digital marketing",
      "market profiling",
      "marketing communications plan development",
      "media strategy development",
      "public relations management",
      "website design",
      "events planning and management",
      "social media marketing",
      "market trend analysis",
      "asset and inventory management",
      "collateral production"
    ],
    "marketing development manager": [
      "stakeholder management",
      "project management",
      "market research",
      "business negotiation",
      "emergency response management",
      "budgeting",
      "business opportunities development",
      "customer acquisition management",
      "business performance management",
      "strategy development",
      "customer behaviour analysis",
      "workplace safety and health performance management",
      "business environment analysis",
      "brand portfolio management",
      "systems thinking",
      "marketing communications plan development",
      "e-commerce campaign management",
      "business relationship building",
      "technical presentation",
      "business networking",
      "social media marketing",
      "consumer intelligence analysis",
      "customer loyalty and retention strategy formulation",
      "conflict resolution",
      "product improvement",
      "communications channel management",
      "international marketing programmes management",
      "food product marketing",
      "international trade legislation for business",
      "new export market entry strategy formulation"
    ],
    "marketing director": [
      "stakeholder management",
      "market research",
      "learning and development",
      "budgeting",
      "marketing campaign management",
      "data analytics",
      "strategy planning",
      "project management",
      "marketing communications plan development",
      "business performance management",
      "business environment analysis",
      "business negotiation",
      "media strategy development",
      "customer behaviour analysis",
      "brand portfolio management",
      "business opportunities development",
      "crisis management",
      "corporate governance",
      "manpower planning",
      "e-commerce campaign management",
      "conflict management",
      "knowledge management",
      "partnership management",
      "customer acquisition management",
      "customer experience management",
      "design concepts generation",
      "consumer intelligence analysis",
      "social media management",
      "media platforms management",
      "networking",
      "digital marketing",
      "brand management",
      "emerging technology synthesis",
      "financial analysis",
      "market profiling",
      "market trend analysis",
      "business innovation",
      "content management",
      "marketing mix management",
      "business data analysis",
      "infographics and data visualisation",
      "brand campaign management",
      "pricing strategy",
      "strategy implementation",
      "intellectual property management",
      "business risk assessment",
      "events planning and management",
      "organisational vision, mission and values formulation",
      "social media marketing",
      "customer loyalty and retention strategy formulation",
      "integrated marketing",
      "succession planning",
      "business relationship building",
      "website performance management",
      "technology scanning",
      "customer relationship management operations",
      "content strategy",
      "content writing and editing",
      "international marketing programmes management",
      "organisational planning and target setting",
      "sponsorship management",
      "communications channel management",
      "marketing strategy",
      "brand guideline development",
      "user interface and user experience (ui/ux) optimisation",
      "typeface and layout production",
      "visual design and communication principles",
      "tourism and economic development",
      "shopper marketing campaign management",
      "search engine optimisation (seo)",
      "sentiment analysis",
      "technology strategy formulation",
      "affiliate marketing",
      "public relations campaign management",
      "press conferences management",
      "business operational planning",
      "compliance with legal regulations",
      "content management system utilisation",
      "data-mining and modelling",
      "digital asset and file management",
      "employee and labour relations",
      "financial budget planning and management",
      "game-based marketing",
      "inbound marketing",
      "blog and vlog deployment",
      "mass communications management",
      "mobile apps marketing",
      "organisational alignment and interdependency analysis",
      "organisational strategy formulation",
      "paid search engine marketing (sem)",
      "workplace communications"
    ],
    "marketing executive": [
      "stakeholder management",
      "market research",
      "data analytics",
      "business negotiation",
      "marketing campaign management",
      "customer experience management",
      "innovation management",
      "customer behaviour analysis",
      "change management",
      "project management",
      "conflict management",
      "marketing communications plan development",
      "brand portfolio management",
      "customer acquisition management",
      "business environment analysis",
      "media strategy development",
      "e-commerce campaign management",
      "website design",
      "brand management",
      "market profiling",
      "learning and development",
      "digital marketing",
      "budgeting",
      "business opportunities development",
      "website performance management",
      "service excellence",
      "continuous improvement management",
      "media platforms management",
      "design concepts generation",
      "crisis management",
      "business planning",
      "social media management",
      "partnership management",
      "knowledge management",
      "business performance management",
      "consumer intelligence analysis",
      "data mining and modelling",
      "technology application",
      "vendor management",
      "integrated marketing",
      "contract and vendor management",
      "networking",
      "emerging technology synthesis",
      "customer relationship management",
      "content management",
      "market trend analysis",
      "strategy implementation",
      "business presentation delivery",
      "marketing mix management",
      "marketing strategy",
      "intellectual property management",
      "content writing and editing",
      "business risk assessment",
      "infographics and data visualisation",
      "pricing strategy",
      "brand campaign management",
      "visual collaterals production",
      "systems thinking application",
      "technology integration",
      "social media marketing",
      "events planning and management",
      "effectiveness management",
      "contract management",
      "business relationship building",
      "customer loyalty and retention strategy formulation",
      "sponsorship management",
      "brand guideline development",
      "resource management",
      "market intelligence",
      "communications channel management",
      "customer relationship management operations",
      "market evaluation",
      "international marketing programmes management",
      "technology scanning",
      "workplace communications",
      "visual design and communication principles",
      "solutions design thinking",
      "tourism and economic development",
      "writing of advertising copy for broadcast and interactive media",
      "shopper marketing campaign management",
      "typeface and layout production",
      "rules-based copy editing",
      "sentiment analysis",
      "user interface and user experience (ui/ux) optimisation",
      "search engine optimisation (seo)",
      "affiliate marketing",
      "retail space utilisation",
      "inbound marketing",
      "business operational planning",
      "colour concept application",
      "compliance with legal regulations",
      "content management system utilisation",
      "content marketing strategy",
      "data-mining and modelling",
      "digital asset and file management",
      "digital image production",
      "financial budget planning and management",
      "game-based marketing",
      "blog and vlog deployment",
      "public relations campaign management",
      "manual and digital drawings production",
      "mass communications management",
      "mobile apps marketing",
      "paid search engine marketing (sem)",
      "photographic images manipulation",
      "point-of-purchase marketing",
      "press conferences management",
      "print management",
      "print production trends and techniques",
      "production of still and moving images",
      "writing of advertising copy for print media"
    ],
    "marketing manager": [
      "stakeholder management",
      "market research",
      "innovation management",
      "budgeting",
      "data analytics",
      "marketing campaign management",
      "business negotiation",
      "customer experience management",
      "business performance management",
      "learning and development",
      "customer behaviour analysis",
      "change management",
      "continuous improvement management",
      "project management",
      "conflict management",
      "manpower planning",
      "strategy planning",
      "marketing communications plan development",
      "brand portfolio management",
      "customer acquisition management",
      "e-commerce campaign management",
      "business environment analysis",
      "website design",
      "media strategy development",
      "digital marketing",
      "market profiling",
      "brand management",
      "business opportunities development",
      "service excellence",
      "social media management",
      "media platforms management",
      "crisis management",
      "website performance management",
      "business planning",
      "design concepts generation",
      "corporate governance",
      "internet of things management",
      "partnership management",
      "knowledge management",
      "vendor management",
      "technology application",
      "integrated marketing",
      "enterprise risk management",
      "data mining and modelling",
      "content management",
      "consumer intelligence analysis",
      "contract and vendor management",
      "organisational analysis",
      "emerging technology synthesis",
      "customer relationship management",
      "financial analysis",
      "networking",
      "content writing and editing",
      "brand campaign management",
      "strategy implementation",
      "pricing strategy",
      "marketing strategy",
      "systems thinking application",
      "marketing mix management",
      "market trend analysis",
      "business data analysis",
      "visual collaterals production",
      "infographics and data visualisation",
      "business presentation delivery",
      "intellectual property management",
      "business risk assessment",
      "business relationship building",
      "social media marketing",
      "organisational vision, mission and values formulation",
      "staff training facilitation",
      "effectiveness management",
      "contract management",
      "third party management",
      "succession planning",
      "events planning and management",
      "customer loyalty and retention strategy formulation",
      "technology integration",
      "sponsorship management",
      "market evaluation",
      "resource management",
      "content strategy",
      "technology scanning",
      "communications channel management",
      "organisational planning and target setting",
      "international marketing programmes management",
      "market intelligence",
      "customer relationship management operations",
      "brand guideline development",
      "user interface and user experience (ui/ux) optimisation",
      "technology strategy formulation",
      "retail space utilisation",
      "rules-based copy editing",
      "search engine optimisation (seo)",
      "sentiment analysis",
      "typeface and layout production",
      "shopper marketing campaign management",
      "public relations campaign management",
      "visual design and communication principles",
      "writing of advertising copy for broadcast and interactive media",
      "tourism and economic development",
      "solutions design thinking",
      "workplace communications",
      "technology and systems application",
      "affiliate marketing",
      "production of still and moving images",
      "digital asset and file management",
      "manual and digital drawings production",
      "inbound marketing",
      "game-based marketing",
      "financial budget planning and management",
      "digital marketing management",
      "digital image production",
      "data-mining and modelling",
      "product and pricing strategy development",
      "content marketing strategy",
      "content management system utilisation",
      "compliance with legal regulations",
      "business operational planning",
      "business intelligence and data analytics",
      "business insights",
      "blog and vlog deployment",
      "marketing content development",
      "marketing operations management",
      "marketing strategy development",
      "mass communications management",
      "mobile apps marketing",
      "organisational alignment and interdependency analysis",
      "organisational strategy formulation",
      "paid search engine marketing (sem)",
      "partnership development and management",
      "people capability development",
      "photographic images manipulation",
      "point-of-purchase marketing",
      "press conferences management",
      "print management",
      "print production trends and techniques",
      "product and pricing analysis",
      "writing of advertising copy for print media"
    ],
    "master (special limit)": [
      "cyber security",
      "cargo handling and stowage",
      "fire prevention and fire-fighting",
      "navigation and position determination (special limit)",
      "navigation watch (special limit)",
      "personal survival techniques",
      "search and rescue operations",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "master craftsman": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "learning and development",
      "internet of things management",
      "user experience design",
      "networking",
      "user interface design",
      "quality system management",
      "additive manufacturing",
      "data synthesis",
      "workplace safety and health system management",
      "equipment maintenance",
      "vision leadership",
      "data analytics system design",
      "automation process control",
      "machining",
      "manufacturing process management",
      "continuous process improvement",
      "geometric dimensioning and tolerancing",
      "computer-aided manufacturing",
      "precision measurement",
      "metallic material characterisation",
      "cutting",
      "automated system design",
      "engineering product design",
      "plastic injection moulding",
      "polymeric material characterisation",
      "jigs and fixture design",
      "computer-aided design",
      "automation systems maintenance",
      "injection mould design",
      "manufacturing technology"
    ],
    "master engineer (special limit)": [
      "electrical, electronic and control engineering",
      "engineering watch",
      "fire prevention and fire-fighting",
      "personal survival techniques",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "master social worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "master technical specialist": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "maintenance scheduling",
      "inventory management",
      "work at heights",
      "equipment maintenance and housekeeping",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace and facilities safety management",
      "bus air-conditioning systems maintenance",
      "internet of things application",
      "bus body work maintenance",
      "heavy lifting machinery operation",
      "bus steering and suspension systems maintenance",
      "bus regulatory compliance",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "bus brake systems maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "master trade specialist / senior trade specialist / trade specialist": [
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "additive manufacturing",
      "programme management",
      "procurement coordination and policy development",
      "laser and optics application",
      "technical writing",
      "technical inspection",
      "structural testing",
      "value engineering",
      "surface preparation and protection",
      "quality systems management",
      "marine equipment material selection",
      "non-destructive testing",
      "instrumentation and control system design",
      "component assembly",
      "forming",
      "scaffolding",
      "electrical testing",
      "marine equipment and system maintenance",
      "marine engineering calculations",
      "marine auxiliary system maintenance",
      "launch planning and management",
      "joining and welding",
      "computer numeric control operations",
      "installation planning and execution"
    ],
    "material handling equipment (mhe) operator / forklift operator / warehouse assistant / inventory assistant": [
      "equipment maintenance",
      "risk management and administration",
      "cargo issuance and dispatch",
      "dangerous goods management",
      "cargo lifting",
      "container loading and unloading administration",
      "cross docking",
      "livestock cargo administration",
      "material handling equipment (mhe) handling",
      "warehouse administration",
      "warehouse maintenance and housekeeping",
      "warehouse management system administration",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "mechanical engineer / electrical engineer": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "project feasibility assessment",
      "engineering safety standards interpretation",
      "people management",
      "quality system management",
      "design thinking practice",
      "building information modelling application",
      "technical presentation",
      "technical inspection",
      "equipment and systems testing",
      "technology scanning",
      "project risk management",
      "equipment and systems installation and commissioning management",
      "site assessment and analysis",
      "engineering drawing and design specifications",
      "engineering contract management",
      "design for safety",
      "solar photovoltaic energy assessment",
      "solar photovoltaic systems designs",
      "data collection and analysis",
      "critical thinking",
      "lightning protection systems design",
      "regulatory submission and clearance",
      "plumbing, sanitary, drainage and gas systems design",
      "natural ventilation design",
      "air conditioning and mechanical ventilation system design",
      "lighting design optimisation",
      "lifts and escalators systems design",
      "life cycle costing and analysis",
      "integrated digital delivery application",
      "indoor environmental quality improvement",
      "analytics and computational modelling",
      "fire protection system design",
      "ethical climate",
      "electrical systems design",
      "design for manufacturing and assembly",
      "design for maintainability",
      "construction technology",
      "computational design",
      "building management system implementation and control",
      "green building strategy implementation"
    ],
    "mechanical operator / waste and recyclables collection truck driver": [
      "stakeholder management",
      "emergency response management",
      "internet of things management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "risk management and administration",
      "customer management",
      "transport management system administration",
      "equipment and inventory management",
      "waste collection management",
      "waste material loading and unloading administration"
    ],
    "membership crew": [
      "stakeholder management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "business performance management",
      "workplace safety and health performance management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "sales closure",
      "risk management and administration",
      "productivity improvement",
      "resource management",
      "financial planning and analysis",
      "technology scanning",
      "accident and incident response management",
      "attractions guest relations management",
      "attractions membership, admission and ticketing management",
      "tourism and economic development"
    ],
    "membership director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "customer acquisition management",
      "risk management",
      "partnership management",
      "knowledge management",
      "project feasibility assessment",
      "vendor management",
      "contract development and management",
      "data governance",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "disruption management",
      "data mining and modelling",
      "vision leadership",
      "customer loyalty and retention strategy formulation",
      "business relationship building",
      "organisation and board relationship",
      "effective board member",
      "people and performance management",
      "proposal writing",
      "customer relationship management operations",
      "sponsorship management",
      "management decision making",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "solutions design thinking",
      "technology adoption and innovation",
      "industry knowledge, research and analysis",
      "legal compliance management"
    ],
    "membership manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "strategy planning",
      "corporate governance",
      "manpower planning",
      "knowledge management",
      "partnership management",
      "customer acquisition management",
      "risk management",
      "project feasibility assessment",
      "vendor management",
      "data governance",
      "contract development and management",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "events planning and management",
      "data mining and modelling",
      "vision leadership",
      "customer loyalty and retention strategy formulation",
      "business relationship building",
      "sponsorship management",
      "people and performance management",
      "proposal writing",
      "customer relationship management operations",
      "trade association advocacy and representation",
      "business innovation and improvement",
      "management decision making",
      "technology adoption and innovation",
      "industry knowledge, research and analysis",
      "solutions design thinking",
      "legal compliance management"
    ],
    "membership senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "continuous improvement management",
      "business continuity planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "customer acquisition management",
      "project feasibility assessment",
      "vendor management",
      "networking",
      "data governance",
      "contract development and management",
      "business presentation delivery",
      "workplace safety and health",
      "customer loyalty and retention strategy formulation",
      "business relationship building",
      "events planning and management",
      "data mining and modelling",
      "proposal writing",
      "sponsorship management",
      "customer relationship management operations",
      "management decision making",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "solutions design thinking",
      "business innovation and improvement",
      "technology adoption and innovation",
      "trade association advocacy and representation"
    ],
    "merchandising associate / assistant": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business opportunities development",
      "crisis management",
      "data analytics",
      "conflict management",
      "knowledge management",
      "business environment analysis",
      "customer behaviour analysis",
      "demand analysis",
      "report writing",
      "intellectual property management",
      "consumer intelligence analysis",
      "inventory control",
      "business relationship building",
      "product development",
      "infographics and data visualisation",
      "supplier sourcing",
      "market trend analysis",
      "merchandise buying",
      "merchandise performance analysis",
      "data-mining and modelling",
      "supply chain operational costing",
      "supplier performance",
      "shopper marketing campaign management",
      "category management",
      "product styling",
      "problem identification",
      "product costing and pricing",
      "process improvement",
      "house brand development",
      "category marketing",
      "compliance with legal regulations",
      "business operational planning",
      "idea generation and selection",
      "workplace communications"
    ],
    "merchandising director": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "data analytics",
      "business opportunities development",
      "crisis management",
      "conflict management",
      "knowledge management",
      "business performance management",
      "customer behaviour analysis",
      "business environment analysis",
      "demand analysis",
      "financial analysis",
      "quality assurance",
      "business risk assessment",
      "intellectual property management",
      "vision leadership",
      "inventory control",
      "consumer intelligence analysis",
      "business relationship building",
      "people development",
      "product development",
      "supplier sourcing",
      "market trend analysis",
      "merchandise buying",
      "merchandise performance analysis",
      "organisational planning and target setting",
      "infographics and data visualisation",
      "workforce diversity and harmony",
      "business operational planning",
      "supply chain operational costing",
      "supplier performance",
      "shopper marketing campaign management",
      "category management",
      "house brand development",
      "product costing and pricing",
      "process improvement",
      "personal effectiveness",
      "organisational strategy formulation",
      "organisational alignment and interdependency analysis",
      "category marketing",
      "compliance with legal regulations",
      "customer experience innovation",
      "financial budget planning and management",
      "workplace communications"
    ],
    "merchandising executive / category executive / house brand executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "business opportunities development",
      "crisis management",
      "data analytics",
      "conflict management",
      "knowledge management",
      "business environment analysis",
      "customer behaviour analysis",
      "demand analysis",
      "report writing",
      "quality assurance",
      "intellectual property management",
      "business risk assessment",
      "product performance management",
      "consumer intelligence analysis",
      "inventory control",
      "business relationship building",
      "merchandise performance analysis",
      "product development",
      "infographics and data visualisation",
      "supplier sourcing",
      "market trend analysis",
      "merchandise buying",
      "shopper marketing campaign management",
      "data-mining and modelling",
      "product styling",
      "supplier performance",
      "supply chain operational costing",
      "workforce diversity and harmony",
      "business operational planning",
      "process improvement",
      "product costing and pricing",
      "financial budget planning and management",
      "problem identification",
      "category management",
      "category marketing",
      "compliance with legal regulations",
      "idea generation and selection",
      "house brand development",
      "workplace communications"
    ],
    "merchandising manager / category manager / house brand manager": [
      "stakeholder management",
      "innovation management",
      "market research",
      "business negotiation",
      "crisis management",
      "business opportunities development",
      "data analytics",
      "conflict management",
      "knowledge management",
      "business performance management",
      "customer behaviour analysis",
      "business environment analysis",
      "demand analysis",
      "financial analysis",
      "report writing",
      "quality assurance",
      "intellectual property management",
      "business risk assessment",
      "consumer intelligence analysis",
      "vision leadership",
      "product performance management",
      "inventory control",
      "business relationship building",
      "merchandise buying",
      "supplier sourcing",
      "product development",
      "people development",
      "merchandise performance analysis",
      "organisational planning and target setting",
      "market trend analysis",
      "infographics and data visualisation",
      "house brand development",
      "workforce diversity and harmony",
      "customer experience innovation",
      "supply chain operational costing",
      "category marketing",
      "supplier performance",
      "business operational planning",
      "shopper marketing campaign management",
      "financial budget planning and management",
      "idea generation and selection",
      "organisational alignment and interdependency analysis",
      "product costing and pricing",
      "process improvement",
      "problem identification",
      "personal effectiveness",
      "category management",
      "organisational strategy formulation",
      "compliance with legal regulations",
      "workplace communications"
    ],
    "mergers and acquisitions associate / mergers and acquisitions executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "financial management",
      "business development",
      "conflict management",
      "risk management",
      "financial analysis",
      "benchmarking",
      "treasury management",
      "financial modelling",
      "regulatory compliance",
      "project execution and control",
      "project feasibility",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "capital raising",
      "valuation",
      "professional and business ethics",
      "post-deal integration management",
      "information gathering and analysis",
      "risk assessment",
      "financial statements analysis",
      "transaction due diligence"
    ],
    "mergers and acquisitions manager": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "financial management",
      "business development",
      "conflict management",
      "risk management",
      "financial analysis",
      "benchmarking",
      "treasury management",
      "financial modelling",
      "regulatory compliance",
      "project execution and control",
      "project feasibility",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "capital raising",
      "valuation",
      "professional and business ethics",
      "post-deal integration management",
      "information gathering and analysis",
      "risk assessment",
      "financial statements analysis",
      "transaction due diligence"
    ],
    "mergers and acquisitions partner / mergers and acquisitions director": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "financial management",
      "business development",
      "conflict management",
      "risk management",
      "financial analysis",
      "benchmarking",
      "treasury management",
      "financial modelling",
      "regulatory compliance",
      "project execution and control",
      "project feasibility",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "capital raising",
      "valuation",
      "professional and business ethics",
      "post-deal integration management",
      "information gathering and analysis",
      "risk assessment",
      "financial statements analysis",
      "transaction due diligence"
    ],
    "mergers and acquisitions senior / mergers and acquisitions senior executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "financial management",
      "business development",
      "conflict management",
      "risk management",
      "financial analysis",
      "benchmarking",
      "treasury management",
      "financial modelling",
      "regulatory compliance",
      "project execution and control",
      "project feasibility",
      "macroeconomic analysis",
      "business acumen",
      "corporate and business law",
      "capital raising",
      "valuation",
      "professional and business ethics",
      "post-deal integration management",
      "information gathering and analysis",
      "risk assessment",
      "financial statements analysis",
      "transaction due diligence"
    ],
    "monitoring, surveillance and testing executive": [
      "stakeholder management",
      "corporate governance",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "compliance mindset development",
      "monitoring and surveillance",
      "regulatory and legal advisory",
      "risk and compliance reporting"
    ],
    "monitoring, surveillance and testing manager": [
      "stakeholder management",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "technology application",
      "regulatory compliance",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "compliance mindset development",
      "monitoring and surveillance",
      "regulatory and legal advisory",
      "risk and compliance reporting"
    ],
    "multi-outlet manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business planning",
      "crisis management",
      "data analytics",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "brand portfolio management",
      "risk compliance and governance",
      "people management",
      "systems thinking application",
      "business presentation delivery",
      "organisational strategising",
      "effectiveness management",
      "conflict resolution",
      "food safety and hygiene",
      "food product marketing",
      "creative entrepreneurship",
      "food and beverage visual merchandising presentation",
      "food and beverage inventory management",
      "workforce diversity and inclusion",
      "business change assessment",
      "technology strategy design",
      "technology application and implementation",
      "cost control and management",
      "system and work process improvement",
      "sustainable food production design",
      "service innovation management",
      "sales management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "customer service excellence",
      "e-commerce management",
      "legislative and regulatory compliance",
      "emerging technology scanning",
      "food and beverage equipment maintenance",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "workplace safety and health for food and beverage operations"
    ],
    "multi-skilled cleaner / team leader": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "internet of things management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "risk management and administration",
      "customer management",
      "workplace safety and health practices implementation",
      "public hygiene maintenance",
      "horizontal surface maintenance",
      "furniture and furnishing maintenance",
      "food shop hygiene maintenance",
      "vertical surface maintenance",
      "washroom maintenance",
      "equipment and inventory management",
      "cleaning chemical handling"
    ],
    "multi-utility operations and water quality control department manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "staff training facilitation",
      "third party management",
      "regulatory compliance",
      "organisational resource management",
      "technical report writing",
      "hazards and risk identification and management",
      "business planning management",
      "safe system of work development and implementation",
      "technology and systems application",
      "steam and water quality control management",
      "autonomous systems technology application",
      "power plant operations management",
      "power plant inspection management",
      "power plant incident investigation management",
      "power generation process control and monitoring",
      "business intelligence and data analytics",
      "outage planning",
      "corrective maintenance management",
      "chemical reagent management",
      "people capability development"
    ],
    "multi-utility operations engineer": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "power plant operations management",
      "autonomous systems technology application",
      "power plant inspection management",
      "power plant incident investigation management",
      "business intelligence and data analytics",
      "permit management",
      "people capability development",
      "corrective maintenance management",
      "power generation process control and monitoring"
    ],
    "multi-utility operations senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "power plant inspection management",
      "power plant operations management",
      "autonomous systems technology application",
      "power plant incident investigation management",
      "power generation process control and monitoring",
      "business intelligence and data analytics",
      "people capability development",
      "corrective maintenance management",
      "permit management"
    ],
    "multi-utility operations shift manager": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "third party management",
      "organisational resource management",
      "staff training facilitation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "business planning management",
      "technical report writing",
      "safe system of work development and implementation",
      "steam and water quality control management",
      "autonomous systems technology application",
      "power plant operations management",
      "power plant inspection management",
      "power plant incident investigation management",
      "power generation process control and monitoring",
      "business intelligence and data analytics",
      "people capability development",
      "outage planning",
      "corrective maintenance management",
      "permit management"
    ],
    "multi-utility operations team leader": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "power plant operations management",
      "autonomous systems technology application",
      "power plant inspection management",
      "power plant incident investigation management",
      "power generation process control and monitoring",
      "business intelligence and data analytics",
      "people capability development",
      "corrective maintenance management",
      "permit management"
    ],
    "multi-utility operations technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "power plant inspection management",
      "power plant operations management",
      "autonomous systems technology application",
      "power plant incident investigation management",
      "power generation process control and monitoring",
      "business intelligence and data analytics",
      "people capability development",
      "corrective maintenance management",
      "permit management"
    ],
    "multi-utility operations technician": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "power plant operations management",
      "autonomous systems technology application",
      "power plant inspection management",
      "power plant incident investigation management",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "power generation process control and monitoring"
    ],
    "multimedia designer": [
      "innovation management",
      "project management",
      "concept creation for production design",
      "digital and interactive design",
      "immersive video editing for performing arts",
      "infrastructure design",
      "media file formats conformation",
      "multimedia design",
      "production budget management",
      "video editing",
      "vision mixing",
      "content creation",
      "multimedia operations"
    ],
    "ndt level 3 engineer (aircraft engine / component maintenance)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aviation legislation compliance",
      "engineering problem solving",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "workshop practices application"
    ],
    "ndt level 3 engineer (aircraft maintenance)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aviation legislation compliance",
      "engineering problem solving",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "workshop practices application"
    ],
    "ndt level 3 engineer (manufacturing)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aviation legislation compliance",
      "engineering problem solving",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "workshop practices application"
    ],
    "network development engineer": [
      "project management",
      "emergency response management",
      "innovation management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "contract management",
      "equipment and systems installation and commissioning management",
      "technical report writing",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "meter and associated equipment maintenance management",
      "people capability development",
      "autonomous systems technology application",
      "network technical specifications development",
      "business intelligence and data analytics",
      "electricity meter and associated equipment installation and commissioning",
      "corrective maintenance management",
      "instrumentation and control maintenance management",
      "gas metering data management",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "electricity metering data management"
    ],
    "network development manager": [
      "project management",
      "emergency response management",
      "innovation management",
      "crisis management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "contract management",
      "organisational resource management",
      "equipment and systems installation and commissioning management",
      "technology road mapping",
      "technical report writing",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "business planning management",
      "network technical specifications development",
      "people capability development",
      "autonomous systems technology application",
      "meter and associated equipment maintenance management",
      "business intelligence and data analytics",
      "electricity metering data management",
      "instrumentation and control maintenance management",
      "gas metering data management",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "corrective maintenance management",
      "electricity meter and associated equipment installation and commissioning"
    ],
    "network development principal engineer": [
      "project management",
      "emergency response management",
      "innovation management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "contract management",
      "equipment and systems installation and commissioning management",
      "technology road mapping",
      "technical report writing",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "network technical specifications development",
      "people capability development",
      "autonomous systems technology application",
      "meter and associated equipment maintenance management",
      "business intelligence and data analytics",
      "electricity meter and associated equipment installation and commissioning",
      "corrective maintenance management",
      "instrumentation and control maintenance management",
      "gas metering data management",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "electricity metering data management"
    ],
    "network development senior technical officer": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "contract management",
      "third party management",
      "regulatory compliance",
      "technical report writing",
      "safe system of work development and implementation",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "business intelligence and data analytics",
      "meter and associated equipment maintenance management",
      "network technical specifications development",
      "people capability development",
      "autonomous systems technology application",
      "instrumentation and control maintenance management",
      "gas metering data management",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "electricity metering data management",
      "electricity meter and associated equipment installation and commissioning",
      "corrective maintenance management"
    ],
    "network development technical officer": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "contract management",
      "third party management",
      "regulatory compliance",
      "technical report writing",
      "safe system of work development and implementation",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "business intelligence and data analytics",
      "meter and associated equipment maintenance management",
      "network technical specifications development",
      "autonomous systems technology application",
      "instrumentation and control maintenance management",
      "gas metering data management",
      "people capability development",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "electricity metering data management",
      "electricity meter and associated equipment installation and commissioning",
      "corrective maintenance management"
    ],
    "network development technician": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "quality assurance management",
      "contract management",
      "third party management",
      "regulatory compliance",
      "technical report writing",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "meter and associated equipment maintenance management",
      "network technical specifications development",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "instrumentation and control maintenance management",
      "gas meter maintenance",
      "gas meter installation and commissioning",
      "electricity metering data management",
      "electricity meter and associated equipment installation and commissioning",
      "corrective maintenance management",
      "gas metering data management"
    ],
    "network engineer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "performance management",
      "business environment analysis",
      "vendor management",
      "emerging technology synthesis",
      "business risk management",
      "test planning",
      "business innovation",
      "process improvement and optimisation",
      "network configuration",
      "business needs analysis",
      "business requirements mapping",
      "contract management",
      "infrastructure design",
      "network administration and maintenance",
      "network security",
      "configuration tracking",
      "problem management",
      "procurement",
      "security administration",
      "solution architecture",
      "cyber and data breach incident management",
      "systems design"
    ],
    "network planner": [
      "stakeholder management",
      "change management",
      "market research",
      "business opportunities development",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "contract and vendor management",
      "demand analysis",
      "networking",
      "systems thinking application",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "innovation",
      "shipping network operations management"
    ],
    "network planning analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "data analytics",
      "business development",
      "technology application",
      "airline marketing",
      "airport and airline economics",
      "airline revenue management",
      "network planning and operations",
      "route forecasting and development",
      "scheduling and slot coordination",
      "airline operations management",
      "airline distribution channel strategies"
    ],
    "network planning and strategy engineer": [
      "innovation management",
      "continuous improvement management",
      "asset management",
      "internet of things management",
      "staff training facilitation",
      "technical report writing",
      "workplace safety and health framework development and implementation",
      "business stakeholder management",
      "procurement management",
      "regulatory compliance",
      "people capability development",
      "technology and systems application",
      "safe system of work development and implementation",
      "reliability centred maintenance",
      "network monitoring and control management",
      "business intelligence and data analytics",
      "hazards and risk identification and management",
      "network system planning and design",
      "electricity service connections planning",
      "electricity network incident management",
      "electricity network performance monitoring management",
      "site and factory acceptance testing management",
      "condition monitoring",
      "substation design development",
      "gas network planning",
      "gas network performance monitoring management",
      "trunk and feeder expansion management",
      "electricity network planning"
    ],
    "network planning and strategy manager": [
      "innovation management",
      "continuous improvement management",
      "asset management",
      "technology road mapping",
      "internet of things management",
      "staff training facilitation",
      "organisational resource management",
      "workplace safety and health framework development and implementation",
      "business stakeholder management",
      "regulatory compliance",
      "procurement management",
      "hazards and risk identification and management",
      "network monitoring and control management",
      "business intelligence and data analytics",
      "technology and systems application",
      "people capability development",
      "technical report writing",
      "reliability centred maintenance",
      "safe system of work development and implementation",
      "condition monitoring",
      "trunk and feeder expansion management",
      "substation design development",
      "gas network performance monitoring management",
      "site and factory acceptance testing management",
      "gas network planning",
      "electricity network performance monitoring management",
      "electricity network planning",
      "electricity service connections planning",
      "network system planning and design"
    ],
    "network planning and strategy principal engineer": [
      "innovation management",
      "continuous improvement management",
      "asset management",
      "internet of things management",
      "staff training facilitation",
      "technical report writing",
      "workplace safety and health framework development and implementation",
      "business stakeholder management",
      "procurement management",
      "regulatory compliance",
      "people capability development",
      "technology and systems application",
      "safe system of work development and implementation",
      "reliability centred maintenance",
      "network monitoring and control management",
      "business intelligence and data analytics",
      "hazards and risk identification and management",
      "network system planning and design",
      "electricity service connections planning",
      "electricity network incident management",
      "electricity network performance monitoring management",
      "site and factory acceptance testing management",
      "condition monitoring",
      "substation design development",
      "gas network planning",
      "gas network performance monitoring management",
      "trunk and feeder expansion management",
      "electricity network planning"
    ],
    "network planning and strategy senior technical officer": [
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "business stakeholder management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technology and systems application",
      "technical report writing",
      "safe system of work development and implementation",
      "people capability development",
      "business intelligence and data analytics",
      "network monitoring and control management",
      "gas network planning",
      "gas network performance monitoring management",
      "network system planning and design",
      "electricity service connections planning",
      "electricity network planning",
      "electricity network performance monitoring management",
      "site and factory acceptance testing management",
      "substation design development",
      "electricity network incident management",
      "condition monitoring",
      "trunk and feeder expansion management"
    ],
    "network planning and strategy technical officer": [
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "business stakeholder management",
      "regulatory compliance",
      "technology and systems application",
      "technical report writing",
      "safe system of work development and implementation",
      "network monitoring and control management",
      "business intelligence and data analytics",
      "hazards and risk identification and management",
      "gas network planning",
      "gas network performance monitoring management",
      "network system planning and design",
      "electricity service connections planning",
      "electricity network planning",
      "electricity network performance monitoring management",
      "condition monitoring",
      "trunk and feeder expansion management"
    ],
    "network planning manager": [
      "stakeholder management",
      "change management",
      "market research",
      "business opportunities development",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "project feasibility assessment",
      "contract and vendor management",
      "demand analysis",
      "networking",
      "systems thinking application",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "shipping network operations management",
      "innovation"
    ],
    "nurse clinician": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing productivity and innovation",
      "strategy management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nursing research and statistics",
      "mobility and ambulation assistance in nursing",
      "nursing care for the deceased",
      "medication management in nursing",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical governance",
      "wound management in nursing"
    ],
    "nurse educator": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "curriculum design",
      "clinical teaching and supervision",
      "professional, legal and ethical healthcare practice",
      "strategy management",
      "service quality management",
      "quality improvement and safe practices",
      "programme evaluation",
      "programme delivery",
      "nursing research and statistics",
      "performance management for nursing",
      "clinical governance",
      "learner assessments",
      "inter-professional collaboration",
      "department financial management",
      "nursing productivity and innovation"
    ],
    "nurse manager": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "clinical governance",
      "clinical teaching and supervision",
      "department financial management",
      "inter-professional collaboration",
      "nursing manpower planning",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "patient empowerment on self-care",
      "performance management for nursing",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "service quality management",
      "strategy management"
    ],
    "nursery manager": [
      "stakeholder management",
      "innovation management",
      "vendor management",
      "learning and development",
      "budgeting",
      "workplace safety and health policy development",
      "business development",
      "strategy planning",
      "incident and accident investigation",
      "contract preparation, evaluation, negotiation and tendering",
      "hazards and risk control, and policy management",
      "inventory control",
      "plant health management and disease control",
      "nursery operations management",
      "merchandise buying",
      "automation of landscape operations",
      "landscape irrigation management",
      "landscape tools, equipment and machinery management",
      "horticultural maintenance programme",
      "horticultural chemical usage",
      "flower harvesting and handling",
      "plant identification",
      "plant propagation and production",
      "plant selection for landscape development",
      "soil and media assessment and remediation",
      "flower arrangement",
      "environment management in landscape operations",
      "display creation and management",
      "workflow digitalisation"
    ],
    "nursery supervisor / nursery team leader": [
      "stakeholder management",
      "incident and accident investigation",
      "hazards and risk control, and policy management",
      "inventory control",
      "merchandise buying",
      "automation of landscape operations",
      "nursery operations management",
      "soil and media assessment and remediation",
      "plant selection for landscape development",
      "plant pruning",
      "plant propagation and production",
      "plant identification",
      "plant health management and disease control",
      "landscape tools, equipment and machinery management",
      "display creation and management",
      "landscape irrigation management",
      "horticultural maintenance programme",
      "horticultural chemical usage",
      "flower harvesting and handling",
      "flower arrangement",
      "environment management in landscape operations",
      "vegetation planting"
    ],
    "nursery technician": [
      "incident and accident investigation",
      "inventory control",
      "hazards and risk control, and policy management",
      "landscape tools, equipment and machinery management",
      "soil and media assessment and remediation",
      "plant pruning",
      "plant propagation and production",
      "plant identification",
      "plant health management and disease control",
      "automation of landscape operations",
      "landscape irrigation management",
      "display creation and management",
      "horticultural chemical usage",
      "flower harvesting and handling",
      "flower arrangement",
      "environment management in landscape operations",
      "vegetation planting"
    ],
    "occupational hygiene officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "internet of things management",
      "corporate governance",
      "technology application",
      "data synthesis",
      "technical writing",
      "conflict resolution",
      "local exhaust ventilation system management",
      "staff performance management",
      "technology infrastructure management and integration",
      "confined space management",
      "cloud computing application",
      "noise and vibration monitoring",
      "skin exposure risk management",
      "radioactive materials and irradiating apparatus management",
      "thermal stressors management",
      "project coordination",
      "asbestos removal",
      "noise and vibration control",
      "asbestos risk management",
      "indoor air quality management",
      "hazardous substances management",
      "hazardous substances impact evaluation",
      "hazard control in laser devices",
      "exposure and risk measurement",
      "ergonomics hazards management",
      "biological hazards management",
      "workplace health management"
    ],
    "occupational hygienist": [
      "stakeholder management",
      "innovation management",
      "change management",
      "corporate governance",
      "internet of things management",
      "technology application",
      "data synthesis",
      "conflict resolution",
      "technical writing",
      "technology infrastructure management and integration",
      "cloud computing application",
      "staff performance management",
      "local exhaust ventilation system management",
      "noise and vibration monitoring",
      "skin exposure risk management",
      "radioactive materials and irradiating apparatus management",
      "project coordination",
      "thermal stressors management",
      "asbestos removal",
      "noise and vibration control",
      "asbestos risk management",
      "indoor air quality management",
      "hazardous substances management",
      "hazardous substances impact evaluation",
      "hazard control in laser devices",
      "exposure and risk measurement",
      "ergonomics hazards management",
      "confined space management",
      "biological hazards management",
      "workplace health management"
    ],
    "occupational therapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "learning needs analysis",
      "emergency response and crisis management",
      "reflective practice",
      "professional consultation",
      "programme design",
      "programme delivery",
      "programme evaluation",
      "professional, legal and ethical healthcare practice",
      "analysis of research data",
      "research proposal development",
      "management of stakeholders",
      "service quality management",
      "strategy execution",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "workforce planning",
      "scientific writing and communication",
      "intervention planning in occupational therapy",
      "inventory management in rehabilitation therapy",
      "data collection and management",
      "client advocacy",
      "client assessment for occupational therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "department financial management",
      "assistive devices prescription in occupational therapy",
      "effective client communication",
      "environmental assessment and modification for occupational therapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "infection control",
      "inter-professional collaboration",
      "workplace violence"
    ],
    "occupational therapist / senior occupational therapist (intermediate chronic care management)": [
      "assistive devices prescription in occupational therapy",
      "client advocacy",
      "therapy intervention implementation",
      "therapy intervention evaluation",
      "therapy discharge planning",
      "problem solving",
      "management of stakeholders",
      "intervention planning in occupational therapy",
      "inter-professional collaboration",
      "health promotion",
      "group therapy planning and implementation",
      "goal setting in rehabilitation therapy",
      "environmental assessment and modification for occupational therapy",
      "effective client communication",
      "decision making",
      "communication",
      "collaboration",
      "clinical services development",
      "clinical records documentation and management",
      "client education in rehabilitation therapy",
      "client assessment for occupational therapy",
      "transdisciplinary thinking"
    ],
    "officer (flight control)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "flight watching and flight following",
      "inclement weather operations and planning",
      "human factors management",
      "aircraft performance management",
      "airline crew scheduling",
      "flight performance data calculation",
      "flight disruptions and irregular operations management",
      "flight dispatch",
      "airport operations management",
      "airline operations management",
      "flight planning"
    ],
    "officer commanding / operations manager": [
      "stakeholder management",
      "innovation management",
      "manpower planning",
      "performance management",
      "robotics and automation application",
      "security surveillance management",
      "access control management",
      "executive protection",
      "guard and patrol",
      "incident response",
      "information collection",
      "alarm system management",
      "confidentiality management",
      "documentation",
      "contingency management",
      "security event management",
      "security operation compliance",
      "security risk analysis",
      "security screening management",
      "conflict resolution management",
      "security threat research",
      "capability development"
    ],
    "operation specialist": [
      "change management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "data and statistical analytics",
      "quality assurance management",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "process optimisation",
      "yield analysis",
      "process operations troubleshooting",
      "process unit and utilities operations management",
      "engineering project management",
      "safe system of work development and implementation",
      "technical report writing",
      "engineering management of change",
      "process control",
      "plant turnaround management",
      "non-conformance management",
      "process plant and equipment integrity management",
      "process safety management framework development and implementation",
      "incident investigation management",
      "feedstock and product transfer operations management",
      "standard operating procedure development and implementation",
      "workplace safety and health hazard identification and risk control management"
    ],
    "operational risk analyst": [
      "stakeholder management",
      "change management",
      "business continuity planning",
      "crisis management",
      "corporate governance",
      "business risk assessment",
      "data collection and analysis",
      "ethical culture",
      "operational risk management",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "operational risk assistant": [
      "business continuity planning",
      "business risk assessment",
      "data collection and analysis",
      "ethical culture",
      "operational risk management",
      "risk and compliance reporting"
    ],
    "operational risk manager": [
      "stakeholder management",
      "change management",
      "business continuity planning",
      "crisis management",
      "corporate governance",
      "strategy planning",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "operational risk management",
      "security governance",
      "ethical culture",
      "standard operating procedures development",
      "data collection and analysis",
      "policy implementation and revision",
      "people performance management",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "operations and maintenance engineer": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "contract management",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "equipment and systems installation and commissioning management",
      "technical report writing",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "hazards and risk identification and management",
      "access control management",
      "people capability development",
      "corrective maintenance management",
      "threat and vulnerability management",
      "condition monitoring",
      "cyber incident management",
      "cybersecurity framework application",
      "detection and monitoring application",
      "reliability centred maintenance",
      "electrical maintenance management",
      "network equipment testing",
      "mechanical maintenance management",
      "autonomous systems technology application",
      "instrumentation and control maintenance management",
      "business intelligence and data analytics",
      "inspection engineering management",
      "mobile generator deployment",
      "riser and service pipe inspection",
      "transmission and distribution facilities maintenance management",
      "gas network operations management",
      "gas pipeline leak surveying",
      "gas receiving and holder operations and maintenance",
      "electricity network operations management",
      "relay and protection systems development",
      "network diversion management",
      "electricity network incident management",
      "power quality management",
      "pipeline damage prevention management",
      "gas cathodic protection system operation and maintenance",
      "network monitoring, control and supply restoration",
      "cable damage prevention management"
    ],
    "operations and maintenance manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "contract management",
      "staff training facilitation",
      "organisational resource management",
      "third party management",
      "regulatory compliance",
      "safe system of work development and implementation",
      "equipment and systems installation and commissioning management",
      "preventive maintenance management",
      "technical report writing",
      "hazards and risk identification and management",
      "access control management",
      "business planning management",
      "people capability development",
      "network equipment testing",
      "threat and vulnerability management",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "condition monitoring",
      "reliability centred maintenance",
      "corrective maintenance management",
      "cyber incident management",
      "cybersecurity framework application",
      "inspection engineering management",
      "instrumentation and control maintenance management",
      "electrical maintenance management",
      "mechanical maintenance management",
      "detection and monitoring application",
      "transmission and distribution facilities maintenance management",
      "gas pipeline leak surveying",
      "gas receiving and holder operations and maintenance",
      "electricity network operations management",
      "electricity network incident management",
      "cable damage prevention management",
      "network diversion management",
      "riser and service pipe inspection",
      "network monitoring, control and supply restoration",
      "relay and protection systems development",
      "power quality management",
      "pipeline damage prevention management",
      "gas network operations management",
      "mobile generator deployment",
      "gas cathodic protection system operation and maintenance"
    ],
    "operations and maintenance principal engineer": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "contract management",
      "staff training facilitation",
      "regulatory compliance",
      "third party management",
      "equipment and systems installation and commissioning management",
      "preventive maintenance management",
      "technical report writing",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "access control management",
      "inspection engineering management",
      "detection and monitoring application",
      "cybersecurity framework application",
      "reliability centred maintenance",
      "people capability development",
      "corrective maintenance management",
      "network equipment testing",
      "condition monitoring",
      "mechanical maintenance management",
      "instrumentation and control maintenance management",
      "electrical maintenance management",
      "business intelligence and data analytics",
      "autonomous systems technology application",
      "threat and vulnerability management",
      "cyber incident management",
      "relay and protection systems development",
      "cable damage prevention management",
      "riser and service pipe inspection",
      "transmission and distribution facilities maintenance management",
      "gas cathodic protection system operation and maintenance",
      "power quality management",
      "gas network operations management",
      "network monitoring, control and supply restoration",
      "network diversion management",
      "mobile generator deployment",
      "electricity network incident management",
      "electricity network operations management",
      "gas receiving and holder operations and maintenance",
      "gas pipeline leak surveying",
      "pipeline damage prevention management"
    ],
    "operations and maintenance senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "contract management",
      "technical report writing",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "mechanical field maintenance management",
      "equipment and systems installation and commissioning management",
      "access control management",
      "hazards and risk identification and management",
      "electrical field maintenance management",
      "cybersecurity framework application",
      "threat and vulnerability management",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "condition monitoring",
      "corrective maintenance management",
      "people capability development",
      "cyber incident management",
      "network equipment testing",
      "instrumentation and control maintenance management",
      "inspection engineering management",
      "detection and monitoring application",
      "relay and protection systems development",
      "transmission and distribution facilities maintenance management",
      "gas cathodic protection system operation and maintenance",
      "gas network operations management",
      "gas pipeline leak surveying",
      "cable damage prevention management",
      "riser and service pipe inspection",
      "gas receiving and holder operations and maintenance",
      "mobile generator deployment",
      "power quality management",
      "pipeline damage prevention management",
      "network monitoring, control and supply restoration",
      "electricity network incident management",
      "network diversion management",
      "electricity network operations management"
    ],
    "operations and maintenance technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "contract management",
      "technical report writing",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "mechanical field maintenance management",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "access control management",
      "electrical field maintenance management",
      "network equipment testing",
      "corrective maintenance management",
      "people capability development",
      "business intelligence and data analytics",
      "cyber incident management",
      "cybersecurity framework application",
      "instrumentation and control maintenance management",
      "inspection engineering management",
      "detection and monitoring application",
      "autonomous systems technology application",
      "threat and vulnerability management",
      "condition monitoring",
      "cable damage prevention management",
      "riser and service pipe inspection",
      "transmission and distribution facilities maintenance management",
      "relay and protection systems development",
      "electricity network operations management",
      "power quality management",
      "pipeline damage prevention management",
      "electricity network incident management",
      "network diversion management",
      "mobile generator deployment",
      "gas pipeline leak surveying",
      "gas network operations management",
      "gas cathodic protection system operation and maintenance",
      "gas receiving and holder operations and maintenance"
    ],
    "operations and maintenance technician": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "technical report writing",
      "safe system of work development and implementation",
      "preventive maintenance management",
      "mechanical field maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "electrical field maintenance management",
      "access control management",
      "business intelligence and data analytics",
      "autonomous systems technology application",
      "inspection engineering management",
      "instrumentation and control maintenance management",
      "condition monitoring",
      "corrective maintenance management",
      "network equipment testing",
      "power quality management",
      "transmission and distribution facilities maintenance management",
      "threat and vulnerability management",
      "cable damage prevention management",
      "riser and service pipe inspection",
      "relay and protection systems development",
      "cyber incident management",
      "electricity network operations management",
      "pipeline damage prevention management",
      "electricity network incident management",
      "mobile generator deployment",
      "cybersecurity framework application",
      "detection and monitoring application",
      "gas receiving and holder operations and maintenance",
      "gas pipeline leak surveying",
      "gas network operations management",
      "gas cathodic protection system operation and maintenance",
      "network diversion management"
    ],
    "operations and support manager": [
      "stakeholder management",
      "project management",
      "learning and development",
      "budgeting",
      "manpower planning",
      "strategy planning",
      "performance management",
      "business performance management",
      "networking",
      "strategy implementation",
      "process improvement and optimisation",
      "test planning",
      "infrastructure support",
      "business needs analysis",
      "system integration",
      "sustainability management",
      "database administration",
      "applications integration",
      "people and performance management",
      "software testing",
      "software configuration",
      "infrastructure deployment",
      "disaster recovery management",
      "security programme management",
      "applications support and enhancement",
      "business continuity",
      "service level management",
      "procurement",
      "quality standards",
      "configuration tracking",
      "cyber and data breach incident management",
      "problem management",
      "data centre facilities management",
      "data engineering",
      "it strategy",
      "it asset management",
      "infrastructure strategy",
      "applications development"
    ],
    "operations assistant / operations coordinator": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "business continuity planning",
      "service excellence",
      "continuous improvement management",
      "conflict management",
      "quality assurance management",
      "vendor management",
      "customer relationship management",
      "systems thinking application",
      "import and export documentation administration",
      "inventory control",
      "delivery management",
      "cargo tracking system administration",
      "technology integration",
      "international trade legislation compliance",
      "freight and cargo claim administration",
      "hazards and risk identification and management",
      "cargo issuance and dispatch",
      "order fulfilment administration",
      "resource management",
      "cargo receipt and inspection",
      "operations risk management"
    ],
    "operations centre support engineer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "performance management",
      "strategy implementation",
      "process improvement and optimisation",
      "business needs analysis",
      "infrastructure support",
      "system integration",
      "people and performance management",
      "cyber and data breach incident management",
      "problem management",
      "it asset management",
      "procurement",
      "data centre facilities management",
      "service level management",
      "configuration tracking",
      "business continuity"
    ],
    "operations control centre manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "strategy planning",
      "data and statistical analytics",
      "report writing",
      "workplace safety and health culture development",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "workplace and facilities safety management",
      "track access management",
      "security management",
      "rail incident management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail operations control management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "operations crew": [
      "stakeholder management",
      "learning and development",
      "service excellence",
      "business continuity planning",
      "business performance management",
      "workplace safety and health performance management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "risk management and administration",
      "productivity improvement",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "attractions guest relations management",
      "crowd control and planning",
      "attractions ride and equipment maintenance",
      "tourism and economic development"
    ],
    "operations director / general manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "learning and development",
      "business continuity management",
      "financial management",
      "strategy planning",
      "internet of things management",
      "conflict management",
      "business development",
      "knowledge management",
      "data and statistical analytics",
      "workplace safety and health performance management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "contract and vendor management",
      "workplace safety and health policy development",
      "workplace safety and health system management",
      "process improvement and optimisation",
      "environmental management system framework development and implementation",
      "risk management and administration",
      "effectiveness management",
      "contract preparation, evaluation, negotiation and tendering",
      "environmental management system policies, standards, procedures and practices management",
      "customer management",
      "process quality management",
      "automation research and implementation"
    ],
    "operations director / operations manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "business opportunities development",
      "business planning",
      "data analytics",
      "business continuity planning",
      "crisis management",
      "business performance management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "people management",
      "business presentation delivery",
      "organisational strategising",
      "effectiveness management",
      "conflict resolution",
      "food product marketing",
      "food safety and hygiene",
      "creative entrepreneurship",
      "service innovation management",
      "sales management",
      "system and work process improvement",
      "technology application and implementation",
      "technology strategy design",
      "productivity optimisation for food and beverages operations",
      "workforce diversity and inclusion",
      "personal performance management",
      "sustainable food production design",
      "food and beverage recipe formulation",
      "legislative and regulatory compliance",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer loyalty and retention strategy design",
      "customer data analysis",
      "customer acquisition and relationship management",
      "cost control and management",
      "business change assessment",
      "workplace safety and health for food and beverage operations"
    ],
    "operations director / retail manager / operations manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "business continuity management",
      "business continuity planning",
      "service excellence",
      "crisis management",
      "data analytics",
      "business opportunities development",
      "conflict management",
      "corporate governance",
      "business performance management",
      "customer experience management",
      "knowledge management",
      "business environment analysis",
      "sales target management",
      "organisational analysis",
      "financial analysis",
      "intellectual property management",
      "systems thinking application",
      "business risk assessment",
      "business relationship building",
      "inventory control",
      "organisational vision, mission and values formulation",
      "vision leadership",
      "people and relationship management",
      "service challenges",
      "productivity improvement",
      "people development",
      "policy implementation and revision",
      "service information and results",
      "service innovation",
      "organisational relationship building",
      "service leadership",
      "service planning and implementation",
      "organisational planning and target setting",
      "market trend analysis",
      "market entry strategy formulation",
      "infographics and data visualisation",
      "customer relationship management operations",
      "organisational alignment and interdependency analysis",
      "drive productivity and innovation",
      "workforce diversity and harmony",
      "business excellence",
      "business operational planning",
      "store security policy",
      "store facilities and housekeeping",
      "compliance with legal regulations",
      "customer experience innovation",
      "service partnerships",
      "customer loyalty",
      "service innovation culture",
      "data-mining and modelling",
      "service brand",
      "financial budget planning and management",
      "organisation evaluation for business excellence",
      "food and beverage safety and hygiene",
      "retailing and the economy",
      "property and infrastructural planning",
      "products and services promotions",
      "franchise management",
      "process improvement",
      "functional analysis",
      "personal effectiveness",
      "interviewing",
      "manage change",
      "organisational strategy formulation",
      "workplace communications"
    ],
    "operations executive": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "service excellence",
      "continuous improvement management",
      "conflict management",
      "quality assurance management",
      "business performance management",
      "vendor management",
      "customer relationship management",
      "contract development and management",
      "systems thinking application",
      "effectiveness management",
      "technology integration",
      "data mining and modelling",
      "import and export documentation administration",
      "international trade legislation compliance",
      "inventory control",
      "delivery management",
      "cargo tracking system administration",
      "cargo receipt and inspection",
      "cargo issuance and dispatch",
      "hazards and risk identification and management",
      "resource management",
      "order fulfilment administration",
      "freight and cargo claim administration",
      "solutions design thinking",
      "operations risk management"
    ],
    "operations executive / operations supervisor": [
      "budgeting",
      "business continuity management",
      "financial management",
      "crisis management",
      "financial analysis",
      "technology integration",
      "cash flow reporting",
      "work at heights",
      "organisational strategy and policy realisation",
      "cyber security",
      "resource management",
      "ship operations",
      "quality systems",
      "port call planning",
      "cargo loading and unloading",
      "mobile equipment - heavy duty prime mover and trailer operations",
      "lashing",
      "bulk cargo operations",
      "documentation and administration",
      "container operations",
      "claims processing",
      "innovation"
    ],
    "operations integration specialist / system integration engineer / infrastructure specialist": [
      "stakeholder management",
      "innovation management",
      "market research",
      "technology application",
      "risk management and administration",
      "enterprise database system administration",
      "technology infrastructure management and integration",
      "autonomous logistics design and application",
      "contract / vendor management",
      "information technology and network security",
      "integrated system design and application",
      "logistics operations research and planning",
      "logistics solution product / project management",
      "material flow modelling"
    ],
    "operations manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "service excellence",
      "market research",
      "business negotiation",
      "vendor management",
      "learning and development",
      "budgeting",
      "crisis management",
      "business planning",
      "continuous improvement management",
      "business continuity planning",
      "manpower planning",
      "strategy planning",
      "conflict management",
      "business performance management",
      "quality assurance management",
      "strategy development",
      "enterprise risk management",
      "workplace safety and health performance management",
      "customer relationship management",
      "contract development and management",
      "workplace safety and health culture development",
      "organisational analysis",
      "business presentation delivery",
      "systems thinking application",
      "workplace safety and health policy development",
      "international trade legislation compliance",
      "procurement coordination and policy development",
      "conflict resolution",
      "data mining and modelling",
      "technology integration",
      "delivery management",
      "effectiveness management",
      "financial planning",
      "inventory control",
      "cargo tracking system administration",
      "import and export documentation administration",
      "business proposal writing",
      "hazards and risk identification and management",
      "staff performance management",
      "cargo issuance and dispatch",
      "manpower forecasting",
      "operational risk management",
      "cargo receipt and inspection",
      "financial budgeting",
      "resource management",
      "freight and cargo claim administration",
      "order fulfilment administration",
      "quality systems management",
      "organisational performance management",
      "solutions design thinking",
      "operations risk management",
      "opportunity development",
      "continuous quality improvement"
    ],
    "operations manager (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "big data analytics",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "maintenance organisation structure management",
      "predictive maintenance",
      "engineering problem solving",
      "aviation legislation compliance"
    ],
    "operations manager (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "big data analytics",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "predictive maintenance",
      "engineering problem solving",
      "aviation legislation compliance"
    ],
    "operations manager / production manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "quality system management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "manufacturing process management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "product lifecycle management",
      "engineering problem solving",
      "aviation legislation compliance"
    ],
    "operations risk and control analyst": [
      "business continuity planning",
      "risk management",
      "data governance",
      "business risk assessment",
      "disruption management",
      "fraud risk management",
      "regulatory compliance",
      "regulatory risk assessment",
      "ethical culture",
      "operational risk management",
      "security governance",
      "data analytics and computational modelling",
      "monitoring and surveillance",
      "regulatory and legal advisory"
    ],
    "operations risk and control manager": [
      "business continuity planning",
      "risk management",
      "data governance",
      "business risk assessment",
      "risk appetite and goals setting",
      "disruption management",
      "fraud risk management",
      "regulatory compliance",
      "regulatory risk assessment",
      "ethical culture",
      "operational risk management",
      "security governance",
      "data analytics and computational modelling",
      "monitoring and surveillance",
      "people performance management",
      "regulatory and legal advisory"
    ],
    "operator": [
      "internet of things management",
      "good manufacturing practices implementation",
      "automated operation monitoring",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "manufacturing process management",
      "quality systems management",
      "automation system maintenance",
      "quality control and assurance"
    ],
    "operator - linear media operations": [
      "emergency response management",
      "workplace safety and health",
      "content ingest operations",
      "master control room operations",
      "media file formats conformation",
      "media content cataloguing",
      "media data management"
    ],
    "order fulfilment assistant / sales operations management assistant / customer service assistant": [
      "cargo tracking system administration",
      "import and export documentation administration",
      "risk management and administration",
      "cargo issuance and dispatch",
      "customer management",
      "cargo and receipt inspection",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations",
      "supply chain solutioning / modelling / planning / strategising"
    ],
    "order fulfilment coordinator / sales operations management coordinator / customer service coordinator": [
      "market research",
      "business development",
      "cargo tracking system administration",
      "import and export documentation administration",
      "risk management and administration",
      "customer management",
      "cargo and receipt inspection",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations"
    ],
    "order management executive / quote desk executive / order fulfilment officer / inside sales officer": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "import and export documentation administration",
      "risk management and administration",
      "customer management",
      "cargo and receipt inspection",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations"
    ],
    "outlet manager / assistant outlet manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "data analytics",
      "business planning",
      "crisis management",
      "business continuity planning",
      "business opportunities development",
      "quality assurance management",
      "vendor management",
      "brand portfolio management",
      "risk compliance and governance",
      "people management",
      "systems thinking application",
      "business presentation delivery",
      "conflict resolution",
      "effectiveness management",
      "organisational strategising",
      "loss and risk prevention management",
      "food product marketing",
      "food safety and hygiene",
      "food and beverage visual merchandising presentation",
      "food waste disposal and reduction",
      "workforce diversity and inclusion",
      "business change assessment",
      "technology strategy design",
      "technology application and implementation",
      "cost control and management",
      "system and work process improvement",
      "sustainable food production design",
      "customer acquisition and relationship management",
      "service innovation management",
      "sales management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "e-commerce management",
      "emerging technology scanning",
      "food and beverage equipment maintenance",
      "legislative and regulatory compliance",
      "food and beverage inventory management",
      "food and beverage service",
      "information and communication technology disaster recovery management",
      "halal certification compliance for food and beverages operations",
      "workplace safety and health for food and beverage operations"
    ],
    "paralegal / legal executive": [
      "stakeholder management",
      "change management",
      "contract and vendor management",
      "ethical culture",
      "research and information synthesis",
      "corporate and business law application",
      "legal drafting and writing"
    ],
    "partner / director / counsel": [
      "change management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business opportunities development",
      "networking",
      "business data analysis",
      "organisational strategy and policy realisation",
      "people change management",
      "people and performance management",
      "manpower forecasting",
      "registered design application",
      "intellectual property enforcement",
      "intellectual property audit and due diligence",
      "copyright application",
      "contracts and agreements",
      "trade mark application"
    ],
    "partner / director / principal": [
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business opportunities development",
      "vendor management",
      "networking",
      "business data analysis",
      "organisational strategy and policy realisation",
      "people and performance management",
      "people change management",
      "manpower forecasting",
      "intellectual property management processes",
      "intellectual property portfolio management",
      "intellectual property intelligence",
      "intellectual property audit and due diligence",
      "patent claims and application drafting",
      "patent office action and infringements",
      "patent practice"
    ],
    "pastry chef": [
      "innovation management",
      "project management",
      "business negotiation",
      "emergency response management",
      "learning and development",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "crisis management",
      "quality assurance management",
      "vendor management",
      "risk compliance and governance",
      "brand portfolio management",
      "systems thinking application",
      "people management",
      "effectiveness management",
      "organisational strategising",
      "conflict resolution",
      "food safety and hygiene",
      "loss and risk prevention management",
      "food product marketing",
      "workforce diversity and inclusion",
      "pastry preparation",
      "personal performance management",
      "system and work process improvement",
      "sustainable food production design",
      "technology strategy design",
      "technology application and implementation",
      "sales management",
      "service innovation management",
      "productivity optimisation for food and beverages operations",
      "food science application",
      "legislative and regulatory compliance",
      "emerging technology scanning",
      "business change assessment",
      "cost control and management",
      "customer acquisition and relationship management",
      "customer data analysis",
      "customer loyalty and retention strategy design",
      "customer service excellence",
      "e-commerce management",
      "food and beverage equipment maintenance",
      "information and communication technology disaster recovery management",
      "food and beverage inventory management",
      "food and beverage production management",
      "food and beverage quality audit and compliance",
      "food and beverage recipe formulation",
      "bread preparation",
      "food waste disposal and reduction",
      "halal certification compliance for food and beverages operations",
      "workplace safety and health for food and beverage operations"
    ],
    "pastry cook": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "food science application",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "pastry preparation",
      "legislative and regulatory compliance",
      "halal certification compliance for food and beverages operations",
      "food waste disposal and reduction",
      "bread preparation",
      "cost control and management",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "customer data analysis",
      "workplace safety and health for food and beverage operations"
    ],
    "patent attorney trainee / patent agent trainee": [
      "market research",
      "change management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "vendor management",
      "networking",
      "business data analysis",
      "data visualisation",
      "organisational strategy and policy realisation",
      "people and performance management",
      "people change management",
      "intellectual property audit and due diligence",
      "intellectual property management processes",
      "patent claims and application drafting",
      "patent practice",
      "intellectual property portfolio management"
    ],
    "patient service assistant supervisor": [
      "change management",
      "business continuity planning",
      "continuous improvement management",
      "conflict management",
      "data and statistical analytics",
      "audit management",
      "people management",
      "workplace safety and health",
      "staff training facilitation",
      "emergency response and crisis management",
      "clinical support for patient service associates",
      "billing procedure",
      "frontline services management",
      "infection control",
      "management of stakeholders",
      "patient education and engagement",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "excellence in service"
    ],
    "patient service associate": [
      "change management",
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health",
      "emergency response and crisis management",
      "billing procedure",
      "clinical support for patient service associates",
      "excellence in service",
      "frontline services management",
      "infection control",
      "management of stakeholders",
      "patient education and engagement",
      "professional, legal and ethical healthcare practice",
      "programme delivery"
    ],
    "patient service executive": [
      "change management",
      "business continuity planning",
      "continuous improvement management",
      "people management",
      "conflict management",
      "data and statistical analytics",
      "audit management",
      "workplace safety and health",
      "staff training facilitation",
      "emergency response and crisis management",
      "billing procedure",
      "frontline services management",
      "infection control",
      "management of stakeholders",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "excellence in service"
    ],
    "patient service senior associate": [
      "change management",
      "continuous improvement management",
      "data and statistical analytics",
      "audit management",
      "people management",
      "workplace safety and health",
      "clinical support for patient service associates",
      "emergency response and crisis management",
      "billing procedure",
      "excellence in service",
      "frontline services management",
      "infection control",
      "management of stakeholders",
      "patient education and engagement",
      "professional, legal and ethical healthcare practice",
      "programme delivery"
    ],
    "patient service supervisor": [
      "change management",
      "business continuity planning",
      "continuous improvement management",
      "conflict management",
      "data and statistical analytics",
      "audit management",
      "people management",
      "workplace safety and health",
      "staff training facilitation",
      "emergency response and crisis management",
      "billing procedure",
      "frontline services management",
      "infection control",
      "management of stakeholders",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "excellence in service"
    ],
    "permit coordinator / shipping coordinator / custom clearance coordinator": [
      "cargo tracking system administration",
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "cargo issuance and dispatch",
      "customer management",
      "freight and cargo claim administration",
      "cargo and receipt inspection",
      "cargo security control",
      "cold chain operations administration",
      "freight insurance administration",
      "livestock cargo administration",
      "time sensitive cargo delivery management"
    ],
    "pest control manager": [
      "market research",
      "stakeholder management",
      "learning and development",
      "conflict management",
      "business negotiation",
      "workplace safety and health performance management",
      "contract and vendor management",
      "financial management",
      "business development",
      "contract preparation, evaluation, negotiation and tendering",
      "process improvement and optimisation",
      "customer management",
      "effectiveness management",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "process quality management",
      "pest disposal management",
      "pest control site assessment and analysis",
      "pest control detection and monitoring application",
      "pest behavioural management"
    ],
    "pest control supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "effectiveness management",
      "risk management and administration",
      "customer management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "pest behavioural management",
      "pest control detection and monitoring application",
      "pest control site assessment and analysis",
      "pest disposal management",
      "pesticide application"
    ],
    "pest control technician": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "effectiveness management",
      "risk management and administration",
      "customer management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "pest behavioural management",
      "pest control detection and monitoring application",
      "pest control site assessment and analysis",
      "pest disposal management",
      "pesticide application"
    ],
    "pest control worker": [
      "workplace safety and health culture development",
      "incident and accident investigation",
      "customer management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "pest control detection and monitoring application",
      "pest control site assessment and analysis",
      "pest disposal management",
      "pesticide application"
    ],
    "pharmacy technician": [
      "change management",
      "continuous improvement management",
      "performance management",
      "workplace safety and health",
      "people management",
      "audit management",
      "medication dispensing",
      "medication reconciliation in pharmacy support",
      "excellence in service",
      "infection control",
      "management of stakeholders",
      "drug distribution and inventory management",
      "document management for pharmacy support",
      "medication safety",
      "non-sterile compounding",
      "patient education on use of prescribed drugs",
      "billing procedure",
      "automated distribution management",
      "pharmaceutical equipment maintenance",
      "pharmacy-only (p) medication sales",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "sterile manufacturing of pharmaceutical products",
      "ambulatory care service support"
    ],
    "pharmacy technician executive (drug compounding and quality management)": [
      "change management",
      "continuous improvement management",
      "data analytics",
      "audit management",
      "workplace safety and health",
      "medication safety",
      "infection control",
      "management of stakeholders",
      "non-sterile compounding",
      "pharmaceutical equipment maintenance",
      "professional, legal and ethical healthcare practice",
      "sterile manufacturing of pharmaceutical products"
    ],
    "pharmacy technician executive (patient care services)": [
      "change management",
      "continuous improvement management",
      "learning and development",
      "performance management",
      "audit management",
      "workplace safety and health",
      "people management",
      "staff training management",
      "medication safety",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "pharmacy-only (p) medication sales",
      "pharmaceutical equipment maintenance",
      "ambulatory care service support",
      "patient education on use of prescribed drugs",
      "medication dispensing",
      "management of stakeholders",
      "infection control",
      "excellence in service",
      "document management for pharmacy support",
      "billing procedure",
      "medication reconciliation in pharmacy support"
    ],
    "pharmacy technician executive (pharmacy it and supply chain)": [
      "change management",
      "data analytics",
      "audit management",
      "performance management",
      "vendor management",
      "workplace safety and health",
      "medication safety",
      "automated distribution management",
      "clinical investigational drug management",
      "drug distribution and inventory management",
      "inventory procurement for pharmacy support",
      "management of stakeholders",
      "pharmacy information technology management",
      "professional, legal and ethical healthcare practice"
    ],
    "physiotherapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "risk management",
      "strategy development",
      "workplace safety and health",
      "audit management",
      "learning needs analysis",
      "reflective practice",
      "professional consultation",
      "emergency response and crisis management",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "analysis of research data",
      "research proposal development",
      "scientific writing and communication",
      "service quality management",
      "strategy execution",
      "therapeutic equipment prescription in physiotherapy",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "management of stakeholders",
      "inter-professional collaboration",
      "inventory management in rehabilitation therapy",
      "infection control",
      "case history taking in physiotherapy",
      "client advocacy",
      "client assessment for physiotherapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "data collection and management",
      "development on intervention plan for physiotherapy",
      "effective client communication",
      "environmental assessment and modification for physiotherapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "workplace violence"
    ],
    "placement executive": [
      "stakeholder management",
      "business opportunities development",
      "business performance management",
      "customer experience management",
      "market profiling",
      "business needs analysis",
      "product advisory",
      "ethical culture",
      "market risk management"
    ],
    "placement manager": [
      "stakeholder management",
      "change management",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "customer experience management",
      "market profiling",
      "business needs analysis",
      "product advisory",
      "ethical culture",
      "market risk management"
    ],
    "plan approval engineer": [
      "stakeholder management",
      "service excellence",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "engineering safety standards interpretation",
      "quality assurance",
      "regulatory compliance",
      "technology integration",
      "cyber security",
      "marine design customisation",
      "marine equipment material selection",
      "naval architecture calculations",
      "electrical design approval",
      "solution design thinking"
    ],
    "planning assistant (aircraft engine / component maintenance)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "planning assistant (aircraft maintenance)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "planning assistant (fleet management)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "planning executive (aircraft engine / component maintenance)": [
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "knowledge management",
      "robotics and automation application",
      "quality system management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "enterprise database system administration",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "human factors application and error management",
      "mathematical concepts application",
      "supplier management and capability development",
      "aviation legislation compliance"
    ],
    "planning executive (aircraft maintenance)": [
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "knowledge management",
      "robotics and automation application",
      "quality system management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "enterprise database system administration",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "human factors application and error management",
      "mathematical concepts application",
      "supplier management and capability development",
      "aviation legislation compliance"
    ],
    "planning executive (fleet management)": [
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "knowledge management",
      "robotics and automation application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "enterprise database system administration",
      "maintenance coordination",
      "warehouse inventory control and audit",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application",
      "supplier management and capability development",
      "aviation legislation compliance"
    ],
    "planning manager (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business continuity planning",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "risk compliance and governance",
      "contract development and management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "artificial intelligence application",
      "continuous process improvement",
      "lean manufacturing",
      "carbon footprint management",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "applied research and development management",
      "maintenance coordination",
      "enterprise database system administration",
      "big data analytics",
      "internet of things implementation",
      "supplier management and capability development",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "planning manager (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business continuity planning",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "risk compliance and governance",
      "contract development and management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "carbon footprint management",
      "continuous process improvement",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "applied research and development management",
      "maintenance coordination",
      "enterprise database system administration",
      "big data analytics",
      "internet of things implementation",
      "supplier management and capability development",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "planning manager (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "risk compliance and governance",
      "contract development and management",
      "asset management",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "enterprise database system administration",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "applied research and development management",
      "internet of things implementation",
      "human factors application and error management",
      "aviation legislation compliance",
      "supplier management and capability development"
    ],
    "planning supervisor (aircraft engine / component maintenance)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "planning supervisor (aircraft maintenance)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "planning supervisor (fleet management)": [
      "knowledge management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management",
      "internet of things implementation",
      "mathematical concepts application"
    ],
    "plant manager": [
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "learning and development",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "risk compliance and governance",
      "organisational analysis",
      "networking",
      "business data analysis",
      "technology road mapping",
      "quality system management",
      "production planning",
      "workplace safety and health system management",
      "data synthesis",
      "business innovation",
      "manufacturing process design",
      "lean manufacturing",
      "vision leadership",
      "procurement performance monitoring",
      "data analytics system design",
      "cyber risk management",
      "manufacturing process management",
      "carbon footprint management",
      "supply chain solutioning",
      "value analysis",
      "maintenance coordination",
      "research and development",
      "production resource management",
      "new product introduction",
      "competitive business strategy",
      "sustainable manufacturing"
    ],
    "policy officer": [
      "stakeholder management",
      "resilience and self-care",
      "emergency response and crisis management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "reflexive practice",
      "social policy development",
      "social policy evaluation",
      "social policy formulation",
      "social policy implementation",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "port business development / operations manager": [
      "budgeting",
      "financial management",
      "learning and development",
      "crisis management",
      "manpower planning",
      "financial analysis",
      "risk compliance and governance",
      "business data analysis",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "employee relations",
      "cargo loading and unloading",
      "innovation",
      "port call planning",
      "quality systems",
      "ship operations"
    ],
    "portfolio analyst / investment analyst / fund management assistant": [
      "customer experience management",
      "business environment analysis",
      "customer relationship management",
      "account management",
      "regulatory compliance",
      "environment and social governance",
      "ethical culture",
      "behavioural finance",
      "market research and analysis",
      "portfolio and investment risk management"
    ],
    "portfolio management analyst": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "regulatory compliance",
      "business intelligence and data analytics",
      "energy trading portfolio optimisation",
      "outage planning",
      "risk and compliance management",
      "technology and systems application",
      "trading analysis"
    ],
    "portfolio management manager": [
      "continuous improvement management",
      "internet of things management",
      "data management",
      "regulatory compliance",
      "staff training facilitation",
      "business planning management",
      "business intelligence and data analytics",
      "energy trading portfolio optimisation",
      "hedging management",
      "outage planning",
      "people capability development",
      "risk and compliance management",
      "technology and systems application",
      "trading analysis"
    ],
    "portfolio manager / investment manager / fund manager": [
      "stakeholder management",
      "strategy planning",
      "business environment analysis",
      "customer relationship management",
      "market profiling",
      "networking",
      "account management",
      "regulatory compliance",
      "data storytelling and visualisation",
      "ethical culture",
      "attribution analysis",
      "client investment suitability",
      "market specialisation",
      "people performance management",
      "portfolio and investment risk management",
      "proposal management"
    ],
    "post-production assistant": [
      "video editing",
      "colour grading",
      "production operations"
    ],
    "post-production supervisor": [
      "media file formats conformation",
      "procurement for production operations",
      "production budget management",
      "production team and crew selection",
      "video editing",
      "colour grading",
      "compositing visuals",
      "immersive video editing",
      "production operations",
      "sound editing",
      "sound mixing"
    ],
    "pre-sales consultant": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "learning and development",
      "data analytics",
      "business development",
      "business performance management",
      "networking",
      "product management",
      "account management",
      "business needs analysis",
      "problem management",
      "technical sales support"
    ],
    "pre-sales director": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "learning and development",
      "budgeting",
      "data analytics",
      "business development",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "networking",
      "strategy implementation",
      "product management",
      "sales strategy",
      "account management",
      "business needs analysis",
      "people and performance management",
      "problem management",
      "technical sales support"
    ],
    "preschool educator": [
      "resilience and self-care",
      "learning environment design",
      "child development assessment",
      "family and caregiver engagement",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child observation",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "child safety and protection",
      "situation management with families and community"
    ],
    "pricing actuarial executive": [
      "stakeholder management",
      "data mining and modelling",
      "financial modelling",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "valuation",
      "data analytics and computational modelling",
      "risk analytics"
    ],
    "principal chemist": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "technical presentation",
      "analytical method validation",
      "applied research and development management",
      "materials qualification",
      "product design and development",
      "product testing management",
      "technical report writing",
      "technical services management",
      "laboratory data reporting and analysis management",
      "non-conformance management",
      "continuing professional development management",
      "business networking management",
      "laboratory operations management"
    ],
    "principal counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "advocacy and representation",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "group work intervention",
      "case and care planning",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "clinical supervision",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "principal design researcher": [
      "stakeholder management",
      "project management",
      "market research",
      "business negotiation",
      "systems thinking",
      "emerging technology synthesis",
      "design thinking practice",
      "business presentation delivery",
      "narrative design",
      "user testing and usability testing",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "qualitative research",
      "scenario and strategic planning",
      "trend forecasting",
      "quantitative research",
      "behavioural economics in design",
      "proposal writing development",
      "empathetic design",
      "design writing",
      "data and information visualisation",
      "cultural sensitivity for design",
      "facilitation"
    ],
    "principal designer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "business opportunities development",
      "user experience design",
      "emerging technology synthesis",
      "systems thinking",
      "contract development and management",
      "business presentation delivery",
      "business risk management",
      "intellectual property management",
      "design thinking practice",
      "material studies and production processes",
      "imagination and exploration",
      "form giving",
      "aesthetic and design sensibility",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "empathetic design",
      "facilitation",
      "business model innovation",
      "design sustainability and ethics management",
      "cultural sensitivity for design",
      "proposal writing development",
      "scenario and strategic planning",
      "trend forecasting",
      "design writing"
    ],
    "principal engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "risk appetite and goals setting",
      "technology road mapping",
      "workplace safety and health system management",
      "effectiveness management",
      "manufacturing process design",
      "organisational strategising",
      "research and development",
      "crisis situations management"
    ],
    "principal engineer (engineering)": [
      "change management",
      "project management",
      "business continuity management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "engineering safety standards interpretation",
      "technology road mapping",
      "technical presentation",
      "data analytics system design",
      "commissioning and start-up management",
      "engineering management of change",
      "engineering project management",
      "preventive maintenance management",
      "engineering support management",
      "electrical engineering management",
      "technical report writing",
      "inspection engineering management",
      "instrumentation and control design engineering management",
      "reliability engineering management",
      "robotic and automation system maintenance",
      "process safety management framework development and implementation",
      "asset integrity management",
      "plant turnaround management",
      "mechanical static equipment engineering management",
      "mechanical rotating equipment engineering management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "equipment and system value engineering management",
      "engineering, procurement and construction management",
      "continuing professional development management",
      "business networking management",
      "front-end engineering design management"
    ],
    "principal engineer (technology)": [
      "change management",
      "project management",
      "business continuity management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering safety standards interpretation",
      "technology road mapping",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "commissioning and start-up management",
      "technical presentation",
      "data analytics system design",
      "process optimisation",
      "engineering support management",
      "process control",
      "engineering project management",
      "process operations troubleshooting",
      "plant economic modelling",
      "engineering management of change",
      "process development management",
      "process engineering design",
      "business networking management",
      "process plant and equipment integrity management",
      "process safety management framework development and implementation",
      "major hazard installation safety case management",
      "continuing professional development management",
      "safety integrity levels management",
      "standard operating procedure development and implementation",
      "front-end engineering design management",
      "operations reporting protocol application"
    ],
    "principal engineer / engineering manager (automatic fare collection)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (engineering train)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (mechanical and electrical)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (permanent way and civil structure)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (power)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "workplace safety and health culture development",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "systems engineering thinking",
      "workplace and facilities safety management",
      "manpower planning and deployment",
      "rail regulatory compliance",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (rolling stock)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / engineering manager (signal and communications)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "organisational planning and target setting",
      "people development",
      "rail regulatory compliance",
      "systems engineering thinking",
      "manpower planning and deployment",
      "internet of things application",
      "workplace and facilities safety management",
      "engineering maintenance management",
      "workplace safety and health for incident and accident investigation"
    ],
    "principal engineer / manager (commissioning)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "business performance management",
      "technology application",
      "strategy development",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "business presentation delivery",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "environmental management system framework development and implementation",
      "programme management",
      "commissioning and start-up management",
      "third party management",
      "technical writing",
      "technical inspection",
      "structural testing",
      "staff management",
      "equipment and systems testing",
      "organisational resource management",
      "building information modelling application",
      "project risk management",
      "electrical engineering management",
      "design for safety",
      "cost management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "geotechnical engineering management",
      "organisational risk management",
      "sustainable engineering",
      "civil and structural engineering management",
      "mechanical engineering management"
    ],
    "principal engineer / manager (engineering construction)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "strategy development",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "3d modelling",
      "robotic and automation technology application",
      "business presentation delivery",
      "systems integration",
      "quality system management",
      "environmental management system framework development and implementation",
      "engineering safety standards interpretation",
      "third party management",
      "building information modelling application",
      "installation and assembly",
      "technical writing",
      "equipment and systems testing",
      "technical inspection",
      "conflict resolution",
      "structural testing",
      "organisational resource management",
      "programme management",
      "staff management",
      "artificial intelligence application",
      "electrical engineering management",
      "project risk management",
      "design for safety",
      "cost management",
      "inventory management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "civil and structural engineering management",
      "mechanical engineering management",
      "sustainable engineering",
      "geotechnical engineering management",
      "organisational risk management"
    ],
    "principal engineer / manager (engineering design)": [
      "stakeholder management",
      "change management",
      "market research",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "strategy development",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "environmental management system framework development and implementation",
      "test planning",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "business presentation delivery",
      "building information modelling application",
      "artificial intelligence application",
      "technical writing",
      "technical inspection",
      "organisational resource management",
      "programme management",
      "staff management",
      "project risk management",
      "reliability engineering management",
      "cost management",
      "instrumentation and control design engineering management",
      "design for safety",
      "electrical engineering management",
      "engineering drawing and design specifications",
      "hazards and risk identification and management",
      "geotechnical engineering management",
      "organisational risk management",
      "civil and structural engineering management",
      "sustainable engineering",
      "mechanical engineering management",
      "front-end engineering and design"
    ],
    "principal engineer / manager (operations and maintenance)": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "strategy development",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "asset management",
      "robotic and automation technology application",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "artificial intelligence application",
      "building information modelling application",
      "third party management",
      "equipment and systems testing",
      "maintenance scheduling",
      "technical writing",
      "technical inspection",
      "structural testing",
      "organisational resource management",
      "staff management",
      "programme management",
      "cost management",
      "electrical engineering management",
      "project risk management",
      "hazards and risk identification and management",
      "preventive maintenance",
      "equipment and systems repair",
      "inventory management",
      "facility maintenance",
      "instrumentation and control design engineering management",
      "organisational risk management",
      "civil and structural engineering management",
      "mechanical engineering management",
      "sustainable engineering",
      "maintenance strategy management",
      "geotechnical engineering management"
    ],
    "principal enrolled nurse": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing research and statistics",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing care for the deceased",
      "nursing productivity and innovation",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "wound management in nursing"
    ],
    "principal landscape architect": [
      "stakeholder management",
      "innovation management",
      "project management",
      "budgeting",
      "learning and development",
      "business development",
      "design thinking practice",
      "building information modelling application",
      "contract preparation, evaluation, negotiation and tendering",
      "material studies and production processes",
      "design sketching",
      "design standards and specification",
      "form giving",
      "site assessment and analysis",
      "imagination and exploration",
      "aesthetic and design sensibility",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "digital and physical prototyping",
      "ecology in landscapes",
      "biophilic design",
      "cultural, heritage and socio-economic sensitivity for design",
      "microclimate in landscape design",
      "placemaking and programming of open spaces",
      "plant identification",
      "plant selection for landscape development",
      "skyrise greenery design and implementation"
    ],
    "principal landscape designer": [
      "stakeholder management",
      "innovation management",
      "project management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "business development",
      "vendor management",
      "design thinking practice",
      "contract preparation, evaluation, negotiation and tendering",
      "technical drawing",
      "design sketching",
      "design standards and specification",
      "building information modelling application",
      "material studies and production processes",
      "visual communication",
      "site assessment and analysis",
      "aesthetic and design sensibility",
      "form giving",
      "imagination and exploration",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "biophilic design",
      "plant identification",
      "plant selection for landscape development",
      "ecology in landscapes",
      "skyrise greenery design and implementation",
      "sustainable landscape design",
      "cultural, heritage and socio-economic sensitivity for design",
      "workflow digitalisation"
    ],
    "principal marine consultant": [
      "stakeholder management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "manpower planning",
      "customer experience management",
      "partnership management",
      "business environment analysis",
      "project feasibility assessment",
      "organisational analysis",
      "market profiling",
      "networking",
      "contract and vendor management",
      "business data analysis",
      "process improvement and optimisation",
      "business presentation delivery",
      "technology integration",
      "cyber security",
      "proposal writing",
      "resource management",
      "innovation",
      "solution design thinking"
    ],
    "principal marine surveyor": [
      "budgeting",
      "financial management",
      "service excellence",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "work at heights",
      "hull inspections",
      "innovation",
      "marine incident and accident investigations",
      "marine survey reporting",
      "ship propulsion inspections",
      "ship safety management systems audit"
    ],
    "principal occupational therapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "risk management",
      "strategy development",
      "workplace safety and health",
      "audit management",
      "people management",
      "learning needs analysis",
      "professional consultation",
      "reflective practice",
      "emergency response and crisis management",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "assistive devices prescription in occupational therapy",
      "service quality management",
      "strategy execution",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "management of stakeholders",
      "infection control",
      "intervention planning in occupational therapy",
      "clinical services development",
      "client advocacy",
      "client assessment for occupational therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical teaching and supervision",
      "inter-professional collaboration",
      "effective client communication",
      "environmental assessment and modification for occupational therapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "workplace violence"
    ],
    "principal occupational therapy educator": [
      "change management",
      "continuous improvement management",
      "performance management",
      "strategy development",
      "audit management",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "principal occupational therapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "people management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "reflective practice",
      "infection control",
      "inter-professional collaboration",
      "inventory management in rehabilitation therapy",
      "individual and cultural diversity",
      "management of stakeholders",
      "health promotion",
      "professional, legal and ethical healthcare practice",
      "department financial management",
      "clinical services development",
      "service quality management",
      "clinical governance",
      "strategy execution",
      "workforce planning"
    ],
    "principal occupational therapy researcher": [
      "change management",
      "project management",
      "risk management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "analysis of research data",
      "research proposal development",
      "scientific writing and communication",
      "research translation",
      "professional, legal and ethical healthcare practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "strategy execution"
    ],
    "principal physiotherapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "strategy development",
      "audit management",
      "people management",
      "professional consultation",
      "reflective practice",
      "service quality management",
      "infection control",
      "therapeutic equipment prescription in physiotherapy",
      "therapy discharge planning",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "management of stakeholders",
      "inter-professional collaboration",
      "health promotion",
      "individual and cultural diversity",
      "case history taking in physiotherapy",
      "group therapy planning and implementation",
      "goal setting in rehabilitation therapy",
      "environmental assessment and modification for physiotherapy",
      "effective client communication",
      "development on intervention plan for physiotherapy",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical records documentation and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "client education in rehabilitation therapy",
      "client assessment for physiotherapy",
      "client advocacy",
      "workplace violence"
    ],
    "principal physiotherapy educator": [
      "change management",
      "project management",
      "continuous improvement management",
      "strategy development",
      "audit management",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "individual and cultural diversity",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "principal physiotherapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "emergency response and crisis management",
      "reflective practice",
      "workforce planning",
      "strategy execution",
      "service quality management",
      "professional, legal and ethical healthcare practice",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "inter-professional collaboration",
      "infection control",
      "individual and cultural diversity",
      "department financial management",
      "clinical services development",
      "clinical records documentation and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "workplace violence"
    ],
    "principal physiotherapy researcher": [
      "change management",
      "project management",
      "continuous improvement management",
      "risk management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "analysis of research data",
      "programme design",
      "strategy execution",
      "scientific writing and communication",
      "research translation",
      "research proposal development",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "client advocacy",
      "workforce planning"
    ],
    "principal psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "principal psychologist educator": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "learning framework development",
      "learning programme delivery",
      "learning programme design",
      "learning programme evaluation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "principal research counsellor": [
      "stakeholder management",
      "financial management",
      "resilience and self-care",
      "research data analysis",
      "research design",
      "professional consultation",
      "research into professional practice translation",
      "research findings communication",
      "social service programme evaluation",
      "social sector policy influence",
      "social policy formulation",
      "advocacy and representation",
      "research data collection and management",
      "collaborative practices across disciplines and sectors",
      "reflexive practice",
      "group work evaluation",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "trends evaluation and application"
    ],
    "principal research psychologist": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "principal security consultant": [
      "stakeholder management",
      "innovation management",
      "financial management",
      "performance management",
      "strategy planning",
      "robotics and automation application",
      "contract management",
      "conflict resolution management",
      "documentation",
      "marketing management",
      "quality assurance and audit",
      "security risk analysis",
      "security threat research"
    ],
    "principal service designer / principal experience designer": [
      "stakeholder management",
      "project management",
      "user experience design",
      "systems thinking",
      "business presentation delivery",
      "design thinking practice",
      "design standards and specification",
      "aesthetic and design sensibility",
      "imagination and exploration",
      "user testing and usability testing",
      "narrative design",
      "visual communication",
      "digital and physical prototyping",
      "design creation and development",
      "data analysis and interpretation",
      "critical thinking",
      "conceptual thinking",
      "behavioural economics in design",
      "facilitation",
      "interaction design practice",
      "qualitative research",
      "scenario and strategic planning",
      "cultural sensitivity for design",
      "business model innovation",
      "empathetic design"
    ],
    "principal speech therapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "learning needs analysis",
      "reflective practice",
      "professional consultation",
      "clinical services development",
      "programme delivery",
      "client advocacy",
      "therapy intervention implementation",
      "therapy intervention evaluation",
      "therapy discharge planning",
      "therapeutic equipment prescription in speech therapy",
      "client assessment for speech therapy",
      "research translation",
      "client education in rehabilitation therapy",
      "programme evaluation",
      "programme design",
      "professional, legal and ethical healthcare practice",
      "clinical teaching and supervision",
      "management of stakeholders",
      "clinical governance",
      "intervention planning in speech therapy",
      "inter-professional collaboration",
      "infection control",
      "individual and cultural diversity",
      "health promotion",
      "group therapy planning and implementation",
      "effective client communication",
      "clinical records documentation and management",
      "workplace violence"
    ],
    "principal speech therapy educator": [
      "change management",
      "continuous improvement management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "professional, legal and ethical healthcare practice",
      "programme evaluation",
      "programme design",
      "programme delivery",
      "management of stakeholders",
      "clinical governance",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "health promotion",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "principal speech therapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "emergency response and crisis management",
      "professional consultation",
      "reflective practice",
      "health promotion",
      "clinical services development",
      "client advocacy",
      "workforce planning",
      "strategy execution",
      "clinical governance",
      "service quality management",
      "clinical incident management in rehabilitation therapy",
      "programme design",
      "programme evaluation",
      "individual and cultural diversity",
      "professional, legal and ethical healthcare practice",
      "department financial management",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "inter-professional collaboration",
      "infection control",
      "workplace violence"
    ],
    "principal speech therapy researcher": [
      "change management",
      "project management",
      "risk management",
      "strategy development",
      "learning needs analysis",
      "reflective practice",
      "analysis of research data",
      "scientific writing and communication",
      "research translation",
      "research proposal development",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "strategy execution"
    ],
    "process development / ms&t director": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business planning",
      "business performance management",
      "risk management",
      "strategy development",
      "systems thinking",
      "good manufacturing practices implementation",
      "process optimisation",
      "manufacturing process design",
      "technical presentation",
      "green manufacturing design and implementation",
      "conflict resolution",
      "business networking",
      "product improvement",
      "automated process design",
      "pharmaceutical and nutritional product introduction",
      "big data analysis",
      "continuous improvement",
      "biological product introduction"
    ],
    "process development / ms&t engineer": [
      "innovation management",
      "change management",
      "project management",
      "systems thinking",
      "process validation",
      "good manufacturing practices implementation",
      "manufacturing process design",
      "technical presentation",
      "conflict resolution",
      "green manufacturing design and implementation",
      "process optimisation",
      "process monitoring",
      "product improvement",
      "automated process design",
      "laboratory data analysis",
      "technical report writing",
      "pharmaceutical and nutritional product introduction",
      "pharmacovigilance integration",
      "process analytical technology implementation",
      "process modelling",
      "big data analysis",
      "flexible facilities implementation",
      "facility design",
      "continuous improvement",
      "cell culture",
      "biological product introduction"
    ],
    "process development / ms&t manager": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "strategy development",
      "systems thinking",
      "good manufacturing practices implementation",
      "process validation",
      "manufacturing process design",
      "process optimisation",
      "technical presentation",
      "green manufacturing design and implementation",
      "conflict resolution",
      "automated process design",
      "process analytical technology implementation",
      "pharmaceutical and nutritional product introduction",
      "biological product introduction",
      "continuous improvement",
      "team effectiveness management"
    ],
    "process development / ms&t senior engineer": [
      "innovation management",
      "change management",
      "systems thinking",
      "process validation",
      "good manufacturing practices implementation",
      "technical presentation",
      "manufacturing process design",
      "conflict resolution",
      "process optimisation",
      "green manufacturing design and implementation",
      "product improvement",
      "process monitoring",
      "automated process design",
      "laboratory data analysis",
      "big data analysis",
      "pharmaceutical and nutritional product introduction",
      "pharmacovigilance integration",
      "process analytical technology implementation",
      "process modelling",
      "flexible facilities implementation",
      "facility design",
      "continuous improvement",
      "cell culture",
      "biological product introduction"
    ],
    "process engineer": [
      "innovation management",
      "change management",
      "project management",
      "internet of things management",
      "learning and development",
      "continuous improvement management",
      "data and statistical analytics",
      "data analytics system design",
      "enterprise risk management",
      "engineering drawing, interpretation and management",
      "report writing",
      "environmental management system framework development and implementation",
      "audit management",
      "good manufacturing practices implementation",
      "data synthesis",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "manufacturing process management",
      "process optimisation",
      "technical presentation",
      "hazards and risk control, and policy management",
      "yield analysis",
      "continuous process improvement",
      "embedded systems integration",
      "effectiveness management",
      "commissioning and start-up management",
      "process control",
      "technical report writing",
      "process unit and utilities operations management",
      "process operations troubleshooting",
      "quality systems management",
      "engineering management of change",
      "engineering project management",
      "workplace safety and health practices implementation",
      "failure analysis",
      "technical presentations",
      "workplace safety and health hazard identification and risk control management",
      "continuing professional development management",
      "standard operating procedure development and implementation",
      "solutioning",
      "safety integrity levels management",
      "front-end engineering design management",
      "process safety management framework development and implementation",
      "electrostatic discharge control",
      "incident investigation management",
      "process plant and equipment integrity management",
      "process engineering design",
      "process development management",
      "operations reporting protocol application",
      "operation management",
      "non-conformance management",
      "emergency management",
      "factory system management",
      "major hazard installation safety case management"
    ],
    "process engineering manager": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "internet of things management",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "robotic and automation technology application",
      "engineering safety standards interpretation",
      "environmental management system framework development and implementation",
      "organisational resource management",
      "staff management",
      "procurement management",
      "process optimisation",
      "yield analysis",
      "commissioning and start-up management",
      "data analytics system design",
      "engineering project management",
      "plant economic modelling",
      "process control",
      "process operations troubleshooting",
      "engineering management of change",
      "non-conformance management",
      "training, coaching and assessment management",
      "continuing professional development management",
      "staff development management",
      "safety integrity levels management",
      "process plant and equipment integrity management",
      "process safety management framework development and implementation",
      "operations reporting protocol application",
      "front-end engineering design management",
      "process engineering design",
      "process development management",
      "major hazard installation safety case management",
      "organisational analysis management",
      "budget management"
    ],
    "process safety engineer": [
      "change management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "engineering safety standards interpretation",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "data analytics system design",
      "technical presentation",
      "commissioning and start-up management",
      "process optimisation",
      "engineering project management",
      "engineering management of change",
      "technical report writing",
      "process control",
      "process operations troubleshooting",
      "safe system of work development and implementation",
      "safety integrity levels management",
      "operations reporting protocol application",
      "process safety management framework development and implementation",
      "process plant and equipment integrity management",
      "process engineering design",
      "major hazard installation safety case management",
      "front-end engineering design management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "process specialist / shift leader / team leader": [
      "innovation management",
      "change management",
      "emergency response management",
      "internet of things management",
      "quality system management",
      "data synthesis",
      "additive manufacturing",
      "lean manufacturing",
      "continuous process improvement",
      "embedded systems integration",
      "automation process control",
      "equipment maintenance",
      "automated operation monitoring",
      "manufacturing process management",
      "machining",
      "laser and optics application",
      "maintenance coordination",
      "precision measurement",
      "production shut-down and re-start",
      "non-destructive testing",
      "material joining",
      "surface preparation and protection",
      "augmented reality application",
      "automated system design",
      "geometric dimensioning and tolerancing",
      "failure analysis",
      "cutting",
      "computer-aided manufacturing",
      "product and machine assembly",
      "production line set-up",
      "virtual reality application",
      "welding",
      "quality process control",
      "cleanliness and contamination control",
      "pneumatic systems management",
      "plastic injection moulding",
      "manufacturing technology",
      "computer-aided design",
      "hydraulic systems management",
      "automation systems maintenance",
      "workplace safety and health practice"
    ],
    "process technician": [
      "emergency response management",
      "continuous improvement management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "preventive maintenance management",
      "process operations troubleshooting",
      "process unit and utilities operations management",
      "safe system of work development and implementation",
      "sample management",
      "standard operating procedure development and implementation",
      "process equipment preparation for mechanical work",
      "operations reporting protocol application",
      "incident investigation management",
      "feedstock and product transfer operations management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "process technician / maintenance technician": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "internet of things management",
      "workplace safety and health performance management",
      "systems thinking",
      "good manufacturing practices implementation",
      "quality system management",
      "process validation",
      "manufacturing process management",
      "hazards and risk control, and policy management",
      "green manufacturing design and implementation",
      "equipment maintenance",
      "continuous process improvement",
      "automation process control",
      "automated operation monitoring",
      "food safety management",
      "document control",
      "technical report writing",
      "utilities management",
      "active and smart packaging",
      "advanced processing technology",
      "food manufacturing facility maintenance",
      "automated food manufacturing system maintenance"
    ],
    "procurement assistant / sourcing assistant / sourcing coordinator": [
      "stakeholder management",
      "learning and development",
      "continuous improvement management",
      "conflict management",
      "quality assurance management",
      "vendor management",
      "systems thinking application",
      "inventory control",
      "procurement management",
      "technology integration",
      "order fulfilment administration",
      "resource management",
      "supplier sourcing",
      "operations risk management"
    ],
    "procurement coordinator / procurement executive": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "project feasibility assessment",
      "vendor management",
      "workplace safety and health culture development",
      "contract development and management",
      "business presentation delivery",
      "technical writing",
      "procurement coordination and policy development",
      "procurement performance monitoring",
      "business proposal writing",
      "project risk management",
      "big data analytics",
      "project coordination",
      "material inspection",
      "manufacturing workflow management",
      "continuous quality improvement"
    ],
    "procurement executive / sourcing executive": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "quality assurance management",
      "business performance management",
      "vendor management",
      "contract development and management",
      "networking",
      "systems thinking application",
      "inventory control",
      "effectiveness management",
      "procurement management",
      "data mining and modelling",
      "technology integration",
      "order fulfilment administration",
      "resource management",
      "supplier sourcing",
      "operations risk management",
      "solutions design thinking"
    ],
    "procurement manager": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "crisis management",
      "corporate governance",
      "workplace safety and health performance management",
      "project feasibility assessment",
      "strategy development",
      "vendor management",
      "contract development and management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "financial planning",
      "technical writing",
      "conflict resolution",
      "business proposal writing",
      "procurement coordination and policy development",
      "procurement performance monitoring",
      "staff performance management",
      "big data analytics",
      "operational risk management",
      "manpower forecasting",
      "financial budgeting",
      "project coordination",
      "project quality management",
      "organisational performance management",
      "opportunity development",
      "manufacturing workflow management",
      "continuous quality improvement",
      "material inspection"
    ],
    "procurement manager / sourcing manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "manpower planning",
      "conflict management",
      "quality assurance management",
      "business performance management",
      "enterprise risk management",
      "vendor management",
      "networking",
      "organisational analysis",
      "contract development and management",
      "systems thinking application",
      "effectiveness management",
      "data mining and modelling",
      "inventory control",
      "technology integration",
      "procurement management",
      "order fulfilment administration",
      "resource management",
      "supplier sourcing",
      "operations risk management",
      "solutions design thinking"
    ],
    "producer": [
      "project management",
      "business negotiation",
      "production planning and scheduling",
      "public relations management",
      "integrated marketing",
      "market evaluation",
      "market intelligence",
      "procurement for production operations",
      "production budget management",
      "workplace safety and health",
      "performing arts production operations",
      "production quality management",
      "risk assessment for production",
      "rehearsal management"
    ],
    "producer - broadcast (casting)": [
      "business negotiation",
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "media law and compliance",
      "production team and crew selection",
      "production budget management",
      "procurement for production operations",
      "market evaluation",
      "fundraising and sponsorships",
      "video editing",
      "concept creation",
      "location scouting and management",
      "immersive design",
      "production operations",
      "direction",
      "creative storytelling",
      "talent casting"
    ],
    "producer - film (casting)": [
      "business negotiation",
      "emergency response management",
      "fundraising and sponsorships",
      "market evaluation",
      "marketing strategy",
      "media law and compliance",
      "procurement for production operations",
      "production budget management",
      "production team and crew selection",
      "content distribution",
      "talent casting"
    ],
    "producer - games": [
      "project management",
      "customer experience management",
      "customer behaviour analysis",
      "project feasibility assessment",
      "contract and vendor management",
      "product management",
      "production budget management",
      "research",
      "game quality assurance testing"
    ],
    "product analyst": [
      "stakeholder management",
      "project management",
      "market research",
      "business environment analysis",
      "continuous improvement management",
      "data analytics",
      "business development",
      "partnership management",
      "emerging technology synthesis",
      "networking",
      "market profiling",
      "product management",
      "pricing strategy",
      "design thinking practice",
      "business innovation",
      "business requirements mapping",
      "regulatory compliance",
      "product performance management",
      "business needs analysis",
      "product advisory",
      "ethical culture",
      "demand and supply analysis",
      "quality standards",
      "channel management",
      "automation management in product development",
      "data design",
      "market research and analysis",
      "data engineering",
      "data ethics",
      "data visualisation and storyboarding",
      "artificial intelligence application in product development"
    ],
    "product and experience development director": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "financial management",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "corporate governance",
      "business performance management",
      "vendor management",
      "contract development and management",
      "intellectual property management",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "succession planning",
      "technology scanning",
      "product, content and experience performance management",
      "employee and labour relations",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "product and experience development executive": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "business performance management",
      "technology application",
      "vendor management",
      "contract development and management",
      "intellectual property management",
      "strategy implementation",
      "risk management and administration",
      "financial planning and analysis",
      "technology scanning",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development",
      "product, content and experience performance management"
    ],
    "product and experience development manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "financial management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "corporate governance",
      "strategy planning",
      "business performance management",
      "technology application",
      "vendor management",
      "contract development and management",
      "intellectual property management",
      "strategy implementation",
      "organisational vision, mission and values formulation",
      "risk management and administration",
      "succession planning",
      "financial planning and analysis",
      "technology scanning",
      "product, content and experience performance management",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "product and pricing senior executive": [
      "innovation management",
      "continuous improvement management",
      "internet of things management",
      "third party management",
      "business intelligence and data analytics",
      "marketing content development",
      "product and pricing analysis",
      "product and pricing strategy development",
      "technology and systems application"
    ],
    "product designer": [
      "stakeholder management",
      "project management",
      "market research",
      "data analytics",
      "business development",
      "partnership management",
      "customer experience management",
      "business environment analysis",
      "networking",
      "user experience design",
      "emerging technology synthesis",
      "brand management",
      "demand analysis",
      "user interface design",
      "design thinking practice",
      "test planning",
      "business innovation",
      "process improvement and optimisation",
      "product management",
      "design concepts generation",
      "business requirements mapping",
      "business needs analysis",
      "user testing and usability testing",
      "quality standards",
      "narrative design in product development",
      "automation management in product development",
      "data visualisation and storyboarding",
      "artificial intelligence application in product development"
    ],
    "product development analyst": [
      "innovation management",
      "continuous improvement management",
      "business environment analysis",
      "market profiling",
      "pricing strategy",
      "product management",
      "regulatory compliance",
      "regulatory risk assessment",
      "ethical culture",
      "product design and development",
      "data analytics and computational modelling",
      "demand and supply analysis",
      "market research and analysis"
    ],
    "product development manager": [
      "innovation management",
      "market research",
      "business negotiation",
      "business environment analysis",
      "budgeting",
      "business opportunities development",
      "continuous improvement management",
      "service excellence",
      "knowledge management",
      "customer acquisition management",
      "quality assurance management",
      "partnership management",
      "project feasibility assessment",
      "vendor management",
      "networking",
      "contract development and management",
      "sales target management",
      "market profiling",
      "organisational analysis",
      "intellectual property management",
      "pricing strategy",
      "product management",
      "regulatory compliance",
      "regulatory risk assessment",
      "organisational strategising",
      "learning needs analysis",
      "programme management",
      "stakeholder engagement and management",
      "skills framework adoption",
      "research into professional practice translation",
      "research findings communication",
      "research design",
      "research data analysis",
      "ethical culture",
      "customer relationship management operations",
      "product design and development",
      "financial planning and analysis",
      "operational excellence",
      "market research and analysis",
      "data analytics and computational modelling",
      "learning experience evaluation",
      "learning strategy development",
      "people performance management",
      "demand and supply analysis"
    ],
    "product engineer": [
      "innovation management",
      "learning and development",
      "enterprise risk management",
      "product testing",
      "good manufacturing practices implementation",
      "audit management",
      "data synthesis",
      "yield analysis",
      "effectiveness management",
      "data analytics system design",
      "manufacturing process design",
      "failure analysis",
      "workplace safety and health practices implementation",
      "quality systems management",
      "new product introduction",
      "production resource management",
      "solutioning",
      "emergency management",
      "operation management",
      "factory system management",
      "material qualification",
      "electrostatic discharge control",
      "metrology management"
    ],
    "product engineer / product designer": [
      "change management",
      "project management",
      "emergency response management",
      "internet of things management",
      "user experience design",
      "networking",
      "additive manufacturing",
      "data synthesis",
      "user interface design",
      "quality system management",
      "workplace safety and health system management",
      "business innovation",
      "embedded systems integration",
      "continuous process improvement",
      "vision leadership",
      "cyber risk management",
      "laser and optics application",
      "machining",
      "manufacturing process design",
      "manufacturing process management",
      "data analytics system design",
      "value analysis",
      "surface preparation and protection",
      "research and development",
      "computer-aided manufacturing",
      "precision measurement",
      "new product introduction",
      "automated system design",
      "metallic material characterisation",
      "failure analysis",
      "material joining",
      "metal-based additive manufacturing",
      "production line set-up",
      "metal forming",
      "quality process control",
      "computer-aided design",
      "polymeric material characterisation",
      "manufacturing technology",
      "cleanliness and contamination control",
      "heat treatment process",
      "polymeric additive manufacturing",
      "virtual reality application",
      "engineering product design",
      "welding",
      "metrology management"
    ],
    "product manager": [
      "stakeholder management",
      "project management",
      "market research",
      "customer experience management",
      "data analytics",
      "business negotiation",
      "product management",
      "emerging technology synthesis",
      "budgeting",
      "user experience design",
      "business environment analysis",
      "change management",
      "pricing strategy",
      "business development",
      "business performance management",
      "partnership management",
      "design thinking practice",
      "user interface design",
      "demand analysis",
      "continuous improvement management",
      "business planning",
      "strategy implementation",
      "customer behaviour analysis",
      "project feasibility assessment",
      "business needs analysis",
      "networking",
      "contract and vendor management",
      "market profiling",
      "brand management",
      "systems thinking",
      "quality assurance",
      "business risk assessment",
      "business presentation delivery",
      "intellectual property management",
      "business innovation",
      "product performance management",
      "design concepts generation",
      "product advisory",
      "design standards and specification",
      "regulatory compliance",
      "data visualisation",
      "business requirements mapping",
      "portfolio management",
      "research",
      "aesthetic and design sensibility",
      "critical thinking",
      "data analysis and interpretation",
      "conceptual thinking",
      "imagination and exploration",
      "user testing and usability testing",
      "ethical culture",
      "design sustainability and ethics management",
      "scenario and strategic planning",
      "automation management in product development",
      "behavioural economics in design",
      "trend forecasting",
      "business insights",
      "business model innovation",
      "channel management",
      "concept creation",
      "artificial intelligence application in product development",
      "people performance management",
      "proposal writing development",
      "cultural sensitivity for design",
      "empathetic design",
      "demand and supply analysis",
      "market research and analysis"
    ],
    "product marketing executive": [
      "stakeholder management",
      "business environment analysis",
      "customer behaviour analysis",
      "digital marketing",
      "market profiling",
      "ethical culture",
      "demand and supply analysis",
      "market research and analysis",
      "product marketing and branding"
    ],
    "product marketing manager": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "strategy planning",
      "customer behaviour analysis",
      "business environment analysis",
      "digital marketing",
      "networking",
      "market profiling",
      "business risk assessment",
      "product performance management",
      "sales strategy",
      "ethical culture",
      "demand and supply analysis",
      "market research and analysis",
      "people performance management",
      "product marketing and branding"
    ],
    "product origination and structuring analyst": [
      "customer experience management",
      "business environment analysis",
      "financial analysis",
      "customer relationship management",
      "capital expenditure and investment evaluation",
      "product management",
      "account management",
      "regulatory compliance",
      "product performance management",
      "product advisory",
      "financial modelling",
      "product design and development",
      "ethical culture",
      "environment and social governance",
      "behavioural finance",
      "financial statements review",
      "market research and analysis",
      "price stabilisation",
      "deal syndication and arrangement",
      "customer acceptance checking and onboarding",
      "capital management",
      "book building",
      "transaction documentation for prospectus development"
    ],
    "product origination and structuring manager": [
      "customer experience management",
      "business environment analysis",
      "financial analysis",
      "customer relationship management",
      "capital expenditure and investment evaluation",
      "product management",
      "account management",
      "regulatory compliance",
      "product performance management",
      "product advisory",
      "financial modelling",
      "product design and development",
      "ethical culture",
      "environment and social governance",
      "behavioural finance",
      "financial statements review",
      "market research and analysis",
      "people performance management",
      "price stabilisation",
      "deal syndication and arrangement",
      "customer acceptance checking and onboarding",
      "client investment suitability",
      "capital management",
      "book building",
      "transaction documentation for prospectus development"
    ],
    "product risk analyst": [
      "stakeholder management",
      "data analytics",
      "performance management",
      "test planning",
      "partnership management",
      "systems thinking",
      "risk compliance and governance",
      "emerging technology synthesis",
      "networking",
      "process improvement and optimisation",
      "business risk management",
      "strategy implementation",
      "software testing",
      "quality assurance",
      "product management",
      "business requirements mapping",
      "business needs analysis",
      "internal controls in product development",
      "problem management",
      "applications development",
      "product risk analytics",
      "product risk assessment",
      "quality standards",
      "risk and crisis management",
      "data visualisation and storyboarding",
      "data ethics",
      "business continuity",
      "configuration tracking",
      "agile software development"
    ],
    "product risk manager": [
      "stakeholder management",
      "learning and development",
      "data analytics",
      "performance management",
      "manpower planning",
      "partnership management",
      "networking",
      "systems thinking",
      "risk compliance and governance",
      "data governance",
      "emerging technology synthesis",
      "strategy implementation",
      "quality assurance",
      "product management",
      "process improvement and optimisation",
      "test planning",
      "business risk management",
      "business requirements mapping",
      "business needs analysis",
      "software testing",
      "applications development",
      "internal controls in product development",
      "problem management",
      "data visualisation and storyboarding",
      "data ethics",
      "product risk analytics",
      "product risk assessment",
      "configuration tracking",
      "quality standards",
      "risk and crisis management",
      "business continuity",
      "agile software development"
    ],
    "product security engineer": [
      "stakeholder management",
      "data analytics",
      "test planning",
      "strategy planning",
      "partnership management",
      "data governance",
      "product management",
      "strategy implementation",
      "software testing",
      "process improvement and optimisation",
      "business needs analysis",
      "cyber risk management",
      "security education and awareness",
      "security governance",
      "software design",
      "security programme management",
      "agile software development",
      "security administration",
      "quality standards",
      "applications development",
      "network security",
      "cyber forensics",
      "cyber and data breach incident management",
      "business continuity",
      "audit and compliance",
      "threat intelligence and detection"
    ],
    "product security engineering manager": [
      "stakeholder management",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "manpower planning",
      "partnership management",
      "data governance",
      "networking",
      "strategy implementation",
      "test planning",
      "process improvement and optimisation",
      "product management",
      "cyber risk management",
      "business needs analysis",
      "software testing",
      "people and performance management",
      "security governance",
      "security education and awareness",
      "threat analysis and defence",
      "software design",
      "security programme management",
      "agile software development",
      "security administration",
      "quality standards",
      "applications development",
      "network security",
      "it governance",
      "cyber forensics",
      "cyber and data breach incident management",
      "business continuity",
      "audit and compliance",
      "threat intelligence and detection"
    ],
    "product specialist / product sales specialist": [
      "stakeholder management",
      "business opportunities development",
      "business performance management",
      "business environment analysis",
      "pricing strategy",
      "product management",
      "business needs analysis",
      "product advisory",
      "product performance management",
      "ethical culture",
      "product design and development",
      "channel management"
    ],
    "product technologist / innovation manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "risk management",
      "business performance management",
      "quality assurance management",
      "workplace safety and health performance management",
      "strategy development",
      "systems thinking",
      "data synthesis",
      "quality system management",
      "good manufacturing practices implementation",
      "product testing",
      "process validation",
      "technical presentation",
      "hazards and risk control, and policy management",
      "conflict resolution",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "data analytics system design",
      "laboratory data analysis",
      "document control",
      "technical report writing",
      "chemical risk management",
      "food safety analysis",
      "laboratory management",
      "food safety management",
      "product improvement",
      "packaging testing",
      "active and smart packaging",
      "food manufacturing process design",
      "advanced processing technology",
      "new product introduction for food"
    ],
    "production assistant": [
      "project management",
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "research",
      "vision mixing",
      "concept creation",
      "hair design and styling",
      "location scouting and management",
      "performing arts production operations",
      "production operations",
      "production quality management",
      "studio technical production",
      "talent casting"
    ],
    "production coordinator": [
      "project management",
      "business negotiation",
      "workplace safety and health",
      "production planning and scheduling",
      "production budget management",
      "performing arts production operations",
      "production quality management",
      "risk assessment for production"
    ],
    "production director": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business planning",
      "business performance management",
      "risk management",
      "strategy development",
      "systems thinking",
      "production planning",
      "good manufacturing practices implementation",
      "process optimisation",
      "technical presentation",
      "business networking",
      "conflict resolution",
      "chemical risk management",
      "production resource management",
      "big data analysis",
      "biorisk management",
      "continuous improvement",
      "emergency and crisis situation management"
    ],
    "production engineer": [
      "stakeholder management",
      "innovation management",
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "systems integration",
      "additive manufacturing",
      "business presentation delivery",
      "programme management",
      "laser and optics application",
      "technical writing",
      "technical inspection",
      "structural testing",
      "procurement coordination and policy development",
      "naval architecture calculations",
      "value engineering",
      "quality systems management",
      "non-destructive testing",
      "marine equipment material selection",
      "marine design customisation",
      "big data analytics",
      "interface management",
      "instrumentation and control system design",
      "launch planning and management",
      "manufacturing workflow management",
      "commissioning coordination",
      "system configuration management",
      "system architecture design",
      "material inspection",
      "component assembly",
      "computer numeric control operations",
      "scaffolding",
      "continuous quality improvement",
      "marine engineering calculations",
      "installation planning and execution",
      "marine equipment and system maintenance",
      "electrical testing"
    ],
    "production engineer / biotechnologist": [
      "innovation management",
      "change management",
      "project management",
      "vendor management",
      "systems thinking",
      "good manufacturing practices implementation",
      "conflict resolution",
      "technical presentation",
      "green manufacturing design and implementation",
      "automated operation monitoring",
      "chemical risk management",
      "technical report writing",
      "equipment and systems repair",
      "process monitoring",
      "manufacturing systems operation and control",
      "manufacturing equipment operation and control",
      "bioreactor operation and control",
      "biorisk management",
      "cell culture",
      "production optimisation",
      "materials management",
      "continuous improvement",
      "emergency shut-down and restart",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "chromatography equipment operation and control",
      "cleaning and sterilising",
      "automated process control",
      "filtration equipment operation and control",
      "engineering drawing",
      "flexible facilities implementation"
    ],
    "production executive": [
      "innovation management",
      "change management",
      "vendor management",
      "systems thinking",
      "production planning",
      "good manufacturing practices implementation",
      "conflict resolution",
      "technical presentation",
      "process optimisation",
      "chemical risk management",
      "manufacturing systems operation and control",
      "technical report writing",
      "process monitoring",
      "bioreactor operation and control",
      "biorisk management",
      "production optimisation",
      "process analytical technology implementation",
      "materials management",
      "manufacturing equipment operation and control",
      "chromatography equipment operation and control",
      "cell culture",
      "health, safety and environment procedures implementation",
      "big data analysis",
      "flexible facilities implementation",
      "filtration equipment operation and control",
      "emergency shut-down and restart",
      "continuous improvement",
      "cleaning and sterilising",
      "automated process control"
    ],
    "production manager": [
      "change management",
      "project management",
      "innovation management",
      "business continuity management",
      "stakeholder management",
      "emergency response management",
      "budgeting",
      "internet of things management",
      "risk management",
      "business performance management",
      "business negotiation",
      "strategy development",
      "systems thinking",
      "continuous improvement management",
      "crisis management",
      "good manufacturing practices implementation",
      "production planning and scheduling",
      "technical presentation",
      "vendor management",
      "conflict resolution",
      "workplace safety and health performance management",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "production planning",
      "environmental management system framework development and implementation",
      "workplace safety and health",
      "data synthesis",
      "process optimisation",
      "manufacturing process management",
      "third party management",
      "procurement management",
      "staff management",
      "organisational resource management",
      "yield analysis",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "data analytics system design",
      "active and smart packaging",
      "process unit and utilities operations management",
      "engineering management of change",
      "production team and crew selection",
      "production resource management",
      "food safety management",
      "production performance management",
      "production budget management",
      "document control",
      "technical report writing",
      "chemical risk management",
      "safe system of work development and implementation",
      "team effectiveness management",
      "feedstock and product transfer operations management",
      "supply chain management",
      "training, coaching and assessment management",
      "continuous improvement",
      "emergency and crisis situation management",
      "budget management",
      "workplace safety and health hazard identification and risk control management",
      "standard operating procedure development and implementation",
      "emergency shut-down and restart",
      "biorisk management",
      "staff development management",
      "incident investigation management",
      "flexible facilities implementation",
      "process analytical technology implementation",
      "materials management",
      "new product introduction for food",
      "operations reporting protocol application",
      "organisational analysis management",
      "advanced processing technology",
      "performing arts production operations",
      "plant turnaround management",
      "process plant and equipment integrity management",
      "risk assessment for production",
      "process safety management framework development and implementation",
      "hazard and risk identification and management",
      "production optimisation",
      "production quality management",
      "food production management",
      "health, safety and environment procedures implementation",
      "rehearsal management",
      "food manufacturing process design"
    ],
    "production manager (location scouting)": [
      "business negotiation",
      "emergency response management",
      "contract and vendor management",
      "production budget management",
      "production planning and scheduling",
      "workplace safety and health",
      "media law and compliance",
      "procurement for production operations",
      "production team and crew selection",
      "location scouting and management",
      "production operations"
    ],
    "production manager / assistant production manager": [
      "project management",
      "continuous improvement management",
      "manpower planning",
      "technology application",
      "asset management",
      "systems thinking",
      "additive manufacturing",
      "process improvement and optimisation",
      "engineering safety standards interpretation",
      "production planning and scheduling",
      "condition-based assets monitoring management",
      "quality system management",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "good manufacturing practices implementation",
      "installation and assembly",
      "procurement coordination and policy development",
      "process optimisation",
      "manufacturing process management",
      "technical writing",
      "lean manufacturing",
      "yield analysis",
      "equipment and systems testing",
      "automated operation monitoring",
      "automation process control",
      "building information modelling application",
      "commissioning and start-up management",
      "maintenance strategy development",
      "warehouse space utilisation",
      "technology scanning",
      "automated process design",
      "value engineering",
      "production resource management",
      "automated equipment and control systems configuration",
      "value analysis",
      "process unit and utilities operations management",
      "engineering management of change",
      "process operations troubleshooting",
      "engineering support management",
      "manufacturing systems operation and control",
      "equipment and systems installation and commissioning management",
      "equipment qualification",
      "transportation route and schedule planning",
      "integrated digital delivery application",
      "facilities shut-down and re-start",
      "construction technology",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "production operator": [
      "emergency response management",
      "internet of things management",
      "workplace safety and health performance management",
      "good manufacturing practices implementation",
      "quality system management",
      "automated operation monitoring",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "active and smart packaging",
      "food safety management",
      "advanced processing technology",
      "automated food manufacturing system maintenance",
      "food production management"
    ],
    "production planner": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "data and statistical analytics",
      "environmental management system framework development and implementation",
      "production planning and scheduling",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "procurement management",
      "plant economic modelling",
      "feedstock and product transfer operations management",
      "market demand and feedstock management",
      "non-conformance management",
      "supply chain management"
    ],
    "production section manager / head of department": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "corporate governance",
      "workplace safety and health performance management",
      "strategy development",
      "workplace safety and health culture development",
      "robotics and automation application",
      "systems integration",
      "intellectual property management",
      "additive manufacturing",
      "incident and accident investigation",
      "business presentation delivery",
      "financial planning",
      "conflict resolution",
      "technical inspection",
      "programme management",
      "procurement coordination and policy development",
      "technical writing",
      "laser and optics application",
      "naval architecture calculations",
      "operational risk management",
      "big data analytics",
      "value engineering",
      "interface management",
      "quality systems management",
      "financial budgeting",
      "staff performance management",
      "manpower forecasting",
      "system configuration management",
      "commissioning coordination",
      "quality engineering integration",
      "system architecture design",
      "continuous quality improvement",
      "organisational performance management",
      "manufacturing workflow management",
      "launch planning and management",
      "marine engineering calculations"
    ],
    "production senior technician / production technician / assistant biotechnologist": [
      "innovation management",
      "change management",
      "project management",
      "vendor management",
      "systems thinking",
      "good manufacturing practices implementation",
      "automated operation monitoring",
      "technical report writing",
      "equipment and systems repair",
      "process monitoring",
      "chemical risk management",
      "manufacturing systems operation and control",
      "chromatography equipment operation and control",
      "manufacturing equipment operation and control",
      "bioreactor operation and control",
      "biorisk management",
      "production optimisation",
      "materials management",
      "health, safety and environment procedures implementation",
      "cell culture",
      "cleaning and sterilising",
      "hazard and risk identification and management",
      "automated process control",
      "filtration equipment operation and control",
      "engineering drawing",
      "emergency shut-down and restart",
      "continuous improvement",
      "flexible facilities implementation"
    ],
    "production supervisor": [
      "innovation management",
      "project management",
      "internet of things management",
      "emergency response management",
      "learning and development",
      "change management",
      "enterprise risk management",
      "budgeting",
      "continuous improvement management",
      "crisis management",
      "good manufacturing practices implementation",
      "production planning",
      "data synthesis",
      "additive manufacturing",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "conflict management",
      "quality system management",
      "data and statistical analytics",
      "lean manufacturing",
      "technology application",
      "production resource management",
      "continuous process improvement",
      "data analytics system design",
      "engineering drawing, interpretation and management",
      "report writing",
      "organisational analysis",
      "networking",
      "systems thinking",
      "production performance management",
      "process unit and utilities operations management",
      "process operations troubleshooting",
      "process improvement and optimisation",
      "audit management",
      "production planning and scheduling",
      "production shut-down and re-start",
      "workplace safety and health system management",
      "condition-based assets monitoring management",
      "business data analysis",
      "environmental management system framework development and implementation",
      "procurement management",
      "third party management",
      "procurement performance monitoring",
      "technical writing",
      "equipment and systems testing",
      "installation and assembly",
      "organisational resource management",
      "vision leadership",
      "automation process control",
      "commissioning and start-up management",
      "manufacturing process management",
      "hazards and risk control, and policy management",
      "staff management",
      "building information modelling application",
      "quality systems management",
      "technical report writing",
      "safe system of work development and implementation",
      "competitive business strategy",
      "transportation route and schedule planning",
      "engineering management of change",
      "supply chain solutioning",
      "equipment and systems installation and commissioning management",
      "value analysis",
      "new product introduction",
      "maintenance coordination",
      "workplace safety and health practices implementation",
      "training, coaching and assessment management",
      "virtual reality application",
      "workplace safety and health hazard identification and risk control management",
      "workplace safety and health practice",
      "technical presentations",
      "sustainable manufacturing",
      "integrated digital delivery application",
      "standard operating procedure development and implementation",
      "process equipment preparation for mechanical work",
      "incident investigation management",
      "feedstock and product transfer operations management",
      "factory system management",
      "operations reporting protocol application",
      "facilities shut-down and re-start",
      "plant turnaround management",
      "emergency management",
      "staff development management",
      "design for manufacturing and assembly",
      "control room operations management",
      "construction technology",
      "quality control and assurance",
      "common data environment management",
      "solutioning",
      "operation management"
    ],
    "production team supervisor": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "vendor management",
      "systems thinking",
      "production planning",
      "good manufacturing practices implementation",
      "conflict resolution",
      "production resource management",
      "chemical risk management",
      "flexible facilities implementation",
      "emergency shut-down and restart",
      "hazard and risk identification and management",
      "health, safety and environment procedures implementation",
      "emergency and crisis situation management",
      "materials management",
      "production optimisation",
      "continuous improvement",
      "cleaning and sterilising",
      "team effectiveness management",
      "biorisk management"
    ],
    "program director": [
      "stakeholder management",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "manpower planning",
      "partnership management",
      "business performance management",
      "business environment analysis",
      "organisational analysis",
      "networking",
      "emerging technology synthesis",
      "design thinking practice",
      "business risk management",
      "business process re-engineering",
      "process improvement and optimisation",
      "business innovation",
      "strategy implementation",
      "data visualisation",
      "contract management",
      "business requirements mapping",
      "business needs analysis",
      "organisational design",
      "people and performance management",
      "portfolio management",
      "solution architecture",
      "business agility",
      "agile coaching"
    ],
    "program manager": [
      "stakeholder management",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "manpower planning",
      "partnership management",
      "business performance management",
      "business environment analysis",
      "organisational analysis",
      "networking",
      "emerging technology synthesis",
      "design thinking practice",
      "business risk management",
      "business process re-engineering",
      "process improvement and optimisation",
      "business innovation",
      "strategy implementation",
      "data visualisation",
      "contract management",
      "business requirements mapping",
      "business needs analysis",
      "organisational design",
      "people and performance management",
      "portfolio management",
      "solution architecture",
      "business agility",
      "agile coaching"
    ],
    "programme coordinator / programme executive": [
      "stakeholder management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "social sector policy influence",
      "social service programme development",
      "social service programme evaluation",
      "social service programme implementation",
      "trends evaluation and application"
    ],
    "programme director": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "asset management",
      "contract development and management",
      "risk compliance and governance",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "lean manufacturing",
      "supply chain solutioning",
      "applied research and development management",
      "maintenance coordination",
      "big data analytics",
      "audit and review management",
      "enterprise database system administration",
      "predictive maintenance",
      "internet of things implementation",
      "human factors application and error management",
      "engineering problem solving",
      "aviation legislation compliance",
      "supplier management and capability development"
    ],
    "programme director / senior operations manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business continuity planning",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "contract development and management",
      "asset management",
      "quality system management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "cyber risk management",
      "continuous process improvement",
      "artificial intelligence application",
      "carbon footprint management",
      "supply chain solutioning",
      "audit and review management",
      "big data analytics",
      "applied research and development management",
      "maintenance coordination",
      "enterprise database system administration",
      "internet of things implementation",
      "engineering problem solving",
      "predictive maintenance",
      "maintenance organisation structure management",
      "aviation legislation compliance",
      "supplier management and capability development",
      "human factors application and error management"
    ],
    "programme manager": [
      "stakeholder management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "social sector policy influence",
      "social service programme development",
      "social service programme evaluation",
      "social service programme implementation",
      "trends evaluation and application"
    ],
    "project coordination engineer": [
      "project management",
      "continuous improvement management",
      "third party management",
      "staff training facilitation",
      "procurement management",
      "inspection engineering management",
      "technical services management",
      "technical report writing",
      "business stakeholder management",
      "technology and systems application",
      "technical service process management",
      "business intelligence and data analytics",
      "people capability development",
      "mechanical maintenance management",
      "instrumentation and control maintenance management",
      "electrical maintenance management",
      "permit management"
    ],
    "project coordination manager": [
      "project management",
      "continuous improvement management",
      "third party management",
      "staff training facilitation",
      "procurement management",
      "inspection engineering management",
      "technical services management",
      "technical report writing",
      "business stakeholder management",
      "technology and systems application",
      "technical service process management",
      "business intelligence and data analytics",
      "people capability development",
      "mechanical maintenance management",
      "instrumentation and control maintenance management",
      "electrical maintenance management",
      "permit management"
    ],
    "project coordination senior technical officer / project coordination technical officer": [
      "project management",
      "continuous improvement management",
      "procurement management",
      "third party management",
      "business stakeholder management",
      "electrical field maintenance management",
      "inspection engineering management",
      "mechanical field maintenance management",
      "technical report writing",
      "technical services management",
      "business intelligence and data analytics",
      "instrumentation and control maintenance management",
      "permit management",
      "technical service process management",
      "technology and systems application"
    ],
    "project director": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "financial management",
      "learning and development",
      "service excellence",
      "continuous improvement management",
      "business continuity planning",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "project feasibility assessment",
      "contract development and management",
      "systems thinking application",
      "succession planning",
      "productivity improvement",
      "risk management and administration",
      "organisational vision, mission and values formulation",
      "events planning and management",
      "resource management",
      "technology scanning",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "project director (construction)": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "business development",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "technical writing",
      "technical inspection",
      "building information modelling application",
      "equipment and systems testing",
      "equipment and systems installation and commissioning management",
      "project risk management",
      "critical thinking",
      "site assessment and analysis",
      "data collection and analysis",
      "value engineering",
      "transportation route and schedule planning",
      "design for safety",
      "dispute resolution",
      "engineering contract management",
      "technology scanning",
      "workflow management",
      "construction technology",
      "regulatory submission and clearance",
      "design for maintainability",
      "design for manufacturing and assembly",
      "green building strategy implementation",
      "integrated digital delivery application"
    ],
    "project director (project management)": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "emergency response management",
      "continuous improvement management",
      "business development",
      "manpower planning",
      "project feasibility assessment",
      "asset management",
      "workplace safety and health culture development",
      "quality system management",
      "people management",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical writing",
      "engineering contract management",
      "data collection and analysis",
      "value engineering",
      "technology scanning",
      "critical thinking",
      "project risk management",
      "project cost",
      "design for safety",
      "dispute resolution",
      "green building strategy implementation",
      "design for maintainability",
      "regulatory submission and clearance",
      "construction technology",
      "design for manufacturing and assembly",
      "workflow management",
      "integrated digital delivery application"
    ],
    "project engineer": [
      "stakeholder management",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "project feasibility assessment",
      "workplace safety and health culture development",
      "contract development and management",
      "process improvement and optimisation",
      "business presentation delivery",
      "risk management and administration",
      "financial planning",
      "programme management",
      "business proposal writing",
      "technical writing",
      "technical inspection",
      "project risk management",
      "financial budgeting",
      "big data analytics",
      "naval architecture calculations",
      "value engineering",
      "quality systems management",
      "warehousing / cargo-related occupational health and safety management",
      "commissioning coordination",
      "component assembly",
      "engineering installation design",
      "quality engineering integration",
      "environmental protection management",
      "project quality management",
      "continuous quality improvement",
      "project coordination",
      "autonomous logistics design and application",
      "marine engineering calculations",
      "manufacturing workflow management",
      "logistics solution design thinking",
      "automation design"
    ],
    "project executive": [
      "stakeholder management",
      "change management",
      "market research",
      "business continuity management",
      "data and statistical analytics",
      "technology application",
      "process improvement and optimisation",
      "contract preparation, evaluation, negotiation and tendering",
      "import and export documentation administration",
      "risk management and administration",
      "technology infrastructure management and integration",
      "automation design",
      "contract / vendor management",
      "environmental protection management",
      "supply chain solutioning / modelling / planning / strategising",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "project manager": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "innovation management",
      "project management",
      "technology application",
      "business negotiation",
      "workplace safety and health culture development",
      "business continuity management",
      "financial management",
      "crisis management",
      "service excellence",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "workplace safety and health performance management",
      "project feasibility assessment",
      "technical writing",
      "vendor management",
      "strategy development",
      "asset management",
      "contract development and management",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "process improvement and optimisation",
      "value engineering",
      "project risk management",
      "quality system management",
      "business presentation delivery",
      "condition-based assets monitoring management",
      "programme management",
      "risk management and administration",
      "conflict resolution",
      "procurement coordination and policy development",
      "business proposal writing",
      "financial planning",
      "contract preparation, evaluation, negotiation and tendering",
      "technical inspection",
      "building information modelling application",
      "staff performance management",
      "quality systems management",
      "technology infrastructure management and integration",
      "project cost",
      "big data analytics",
      "data collection and analysis",
      "manpower forecasting",
      "operational risk management",
      "design for safety",
      "naval architecture calculations",
      "dispute resolution",
      "critical thinking",
      "engineering contract management",
      "financial budgeting",
      "project coordination",
      "green building strategy implementation",
      "design for manufacturing and assembly",
      "autonomous logistics design and application",
      "workflow management",
      "warehousing / cargo-related occupational health and safety management",
      "environmental protection management",
      "supply chain solutioning / modelling / planning / strategising",
      "integrated digital delivery application",
      "commissioning coordination",
      "organisational performance management",
      "logistics solution product / project management",
      "automation design",
      "manufacturing workflow management",
      "regulatory submission and clearance",
      "marine engineering calculations",
      "quality engineering integration",
      "public-private-individual partnership collaboration",
      "project quality management",
      "construction technology",
      "design for maintainability",
      "continuous quality improvement"
    ],
    "project manager / scrum master": [
      "stakeholder management",
      "project management",
      "change management",
      "data analytics",
      "business environment analysis",
      "budgeting",
      "learning and development",
      "manpower planning",
      "business performance management",
      "partnership management",
      "business needs analysis",
      "networking",
      "emerging technology synthesis",
      "design thinking practice",
      "process improvement and optimisation",
      "strategy implementation",
      "business risk management",
      "data visualisation",
      "contract management",
      "business requirements mapping",
      "people and performance management",
      "solution architecture",
      "business agility",
      "agile coaching"
    ],
    "project supervisor": [
      "technology application",
      "process improvement and optimisation",
      "equipment maintenance",
      "import and export documentation administration",
      "risk management and administration",
      "dangerous goods management",
      "cargo and receipt inspection",
      "cargo security control",
      "cold chain operations administration",
      "cross docking",
      "environmental protection management",
      "livestock cargo administration",
      "material handling equipment (mhe) handling",
      "time sensitive cargo delivery management",
      "transportation equipment handling",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "prop designer": [
      "workplace safety and health",
      "production design",
      "prop design",
      "set construction",
      "set design",
      "sustainability management",
      "visual style development",
      "concept creation for production design",
      "props management"
    ],
    "psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "qa engineer": [
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "quality control management",
      "workplace safety and health framework development and implementation",
      "technical presentation",
      "audit and review management",
      "materials qualification",
      "technical report writing",
      "continuing professional development management",
      "laboratory data reporting and analysis management",
      "non-conformance management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "qa&qc manager": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "quality assurance management",
      "quality control management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "analytical method validation",
      "procurement management",
      "organisational resource management",
      "staff management",
      "materials qualification",
      "audit and review management",
      "product testing management",
      "sample management",
      "staff development management",
      "training, coaching and assessment management",
      "non-conformance management",
      "organisational analysis management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "incident investigation management",
      "budget management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "quality assurance / quality control engineer": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "technical writing",
      "technical inspection",
      "structural testing",
      "programme management",
      "quality systems management",
      "value engineering",
      "big data analytics",
      "naval architecture calculations",
      "non-destructive testing",
      "quality engineering integration",
      "material inspection",
      "marine engineering calculations",
      "manufacturing workflow management",
      "electrical testing",
      "continuous quality improvement",
      "commissioning coordination"
    ],
    "quality assurance / quality control manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "crisis management",
      "corporate governance",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "financial planning",
      "structural testing",
      "technical writing",
      "technical inspection",
      "programme management",
      "conflict resolution",
      "business proposal writing",
      "value engineering",
      "staff performance management",
      "quality systems management",
      "big data analytics",
      "operational risk management",
      "naval architecture calculations",
      "manpower forecasting",
      "financial budgeting",
      "project quality management",
      "quality engineering integration",
      "organisational performance management",
      "manufacturing workflow management",
      "electrical testing",
      "continuous quality improvement",
      "commissioning coordination",
      "marine engineering calculations"
    ],
    "quality assurance and quality control director": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business planning",
      "risk management",
      "business performance management",
      "quality assurance management",
      "strategy development",
      "systems thinking",
      "quality control management",
      "good manufacturing practices implementation",
      "technical presentation",
      "conflict resolution",
      "business networking",
      "chemical risk management",
      "big data analysis",
      "biorisk management",
      "continuous improvement"
    ],
    "quality assurance and quality control manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "emergency response management",
      "business continuity management",
      "budgeting",
      "business performance management",
      "risk management",
      "quality assurance management",
      "workplace safety and health performance management",
      "strategy development",
      "systems thinking",
      "process validation",
      "quality system management",
      "quality control management",
      "product testing",
      "good manufacturing practices implementation",
      "hazards and risk control, and policy management",
      "conflict resolution",
      "technical presentation",
      "continuous process improvement",
      "packaging testing",
      "document control",
      "chemical risk management",
      "laboratory management",
      "cleanliness testing",
      "food safety management",
      "food safety analysis",
      "technical report writing"
    ],
    "quality assurance and quality control specialist / food safety specialist / laboratory manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "quality assurance management",
      "strategy development",
      "workplace safety and health performance management",
      "systems thinking",
      "good manufacturing practices implementation",
      "quality system management",
      "quality control management",
      "process validation",
      "product testing",
      "hazards and risk control, and policy management",
      "technical presentation",
      "conflict resolution",
      "continuous process improvement",
      "manufacturing process management",
      "document control",
      "packaging testing",
      "food safety analysis",
      "cleanliness testing",
      "chemical risk management",
      "laboratory data analysis",
      "food safety management",
      "technical report writing",
      "laboratory management"
    ],
    "quality assurance and quality control supervisor / quality assurance and quality control executive / laboratory supervisor": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "quality assurance management",
      "workplace safety and health performance management",
      "systems thinking",
      "product testing",
      "quality control management",
      "good manufacturing practices implementation",
      "process validation",
      "quality system management",
      "hazards and risk control, and policy management",
      "technical presentation",
      "manufacturing process management",
      "continuous process improvement",
      "conflict resolution",
      "technical report writing",
      "cleanliness testing",
      "food safety analysis",
      "food safety management",
      "packaging testing",
      "chemical risk management",
      "laboratory data analysis",
      "document control",
      "laboratory management"
    ],
    "quality assurance assistant": [
      "innovation management",
      "change management",
      "project management",
      "systems thinking",
      "audit management",
      "good manufacturing practices implementation",
      "process validation",
      "analytical method validation",
      "document control",
      "process monitoring",
      "technical report writing",
      "cleaning validation",
      "continuous improvement",
      "health, safety and environment procedures implementation",
      "packaging validation"
    ],
    "quality assurance engineer": [
      "stakeholder management",
      "project management",
      "test planning",
      "business performance management",
      "partnership management",
      "networking",
      "budgeting",
      "software testing",
      "strategy implementation",
      "performance management",
      "process improvement and optimisation",
      "quality assurance",
      "business needs analysis",
      "product management",
      "configuration tracking",
      "quality standards",
      "software design",
      "problem management",
      "quality engineering",
      "applications development"
    ],
    "quality assurance manager": [
      "project management",
      "stakeholder management",
      "budgeting",
      "business performance management",
      "innovation management",
      "learning and development",
      "change management",
      "performance management",
      "manpower planning",
      "partnership management",
      "business continuity management",
      "networking",
      "strategy planning",
      "strategy implementation",
      "quality assurance",
      "process improvement and optimisation",
      "test planning",
      "quality assurance management",
      "risk management",
      "strategy development",
      "business needs analysis",
      "systems thinking",
      "good manufacturing practices implementation",
      "people and performance management",
      "audit management",
      "software testing",
      "process validation",
      "product management",
      "technical presentation",
      "analytical method validation",
      "conflict resolution",
      "computerised systems validation",
      "quality engineering",
      "quality standards",
      "configuration tracking",
      "software design",
      "problem management",
      "business agility",
      "document control",
      "pharmacovigilance integration",
      "applications development",
      "continuous improvement",
      "team effectiveness management",
      "health, safety and environment procedures implementation"
    ],
    "quality assurance manager / quality control manager / quality assurance engineer / quality control engineer / planner": [
      "continuous improvement management",
      "manpower planning",
      "quality assurance management",
      "asset management",
      "quality system management",
      "quality control management",
      "condition-based assets monitoring management",
      "process improvement and optimisation",
      "production planning and scheduling",
      "engineering safety standards interpretation",
      "product testing",
      "good manufacturing practices implementation",
      "process validation",
      "audit management",
      "workplace safety and health framework development and implementation",
      "technical writing",
      "process optimisation",
      "analytical method validation",
      "automation process control",
      "process control",
      "process monitoring",
      "maintenance strategy development",
      "equipment and systems installation and commissioning management",
      "product testing management",
      "engineering management of change",
      "production resource management",
      "computerised systems validation",
      "technology scanning",
      "warehouse space utilisation",
      "materials qualification",
      "integrated digital delivery application",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "quality assurance senior specialist": [
      "innovation management",
      "change management",
      "project management",
      "quality assurance management",
      "systems thinking",
      "audit management",
      "process validation",
      "good manufacturing practices implementation",
      "technical presentation",
      "analytical method validation",
      "conflict resolution",
      "process monitoring",
      "document control",
      "computerised systems validation",
      "technical report writing",
      "health, safety and environment procedures implementation",
      "packaging validation",
      "pharmacovigilance integration",
      "continuous improvement",
      "cleaning validation"
    ],
    "quality assurance specialist": [
      "innovation management",
      "change management",
      "project management",
      "quality assurance management",
      "systems thinking",
      "good manufacturing practices implementation",
      "audit management",
      "process validation",
      "analytical method validation",
      "technical presentation",
      "conflict resolution",
      "process monitoring",
      "technical report writing",
      "document control",
      "computerised systems validation",
      "packaging validation",
      "continuous improvement",
      "cleaning validation",
      "health, safety and environment procedures implementation"
    ],
    "quality assurance supervisor / quality control supervisor": [
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "audit management",
      "quality system management",
      "quality control management",
      "condition-based assets monitoring management",
      "product testing",
      "good manufacturing practices implementation",
      "process validation",
      "process improvement and optimisation",
      "technical writing",
      "analytical method validation",
      "automation process control",
      "materials qualification",
      "process monitoring",
      "engineering management of change",
      "product testing management",
      "computerised systems validation",
      "process control",
      "integrated digital delivery application",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "quality assurance tester": [
      "game quality assurance testing",
      "game concept design",
      "game testing automation",
      "gameplay design"
    ],
    "quality control assistant laboratory analyst": [
      "innovation management",
      "change management",
      "project management",
      "systems thinking",
      "product testing",
      "good manufacturing practices implementation",
      "laboratory data analysis",
      "packaging testing",
      "laboratory management",
      "technical report writing",
      "cleanliness testing",
      "chemical risk management",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "continuous improvement",
      "raw materials and utilities testing",
      "biorisk management"
    ],
    "quality control laboratory analyst / chemist / microbiologist": [
      "innovation management",
      "change management",
      "project management",
      "systems thinking",
      "good manufacturing practices implementation",
      "product testing",
      "technical presentation",
      "conflict resolution",
      "laboratory management",
      "packaging testing",
      "technical report writing",
      "laboratory data analysis",
      "cleanliness testing",
      "chemical risk management",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "continuous improvement",
      "raw materials and utilities testing",
      "biorisk management"
    ],
    "quality control manager": [
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "business continuity management",
      "business performance management",
      "risk management",
      "strategy development",
      "systems thinking",
      "quality control management",
      "good manufacturing practices implementation",
      "product testing",
      "technical presentation",
      "conflict resolution",
      "laboratory management",
      "packaging testing",
      "cleanliness testing",
      "chemical risk management",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "continuous improvement",
      "raw materials and utilities testing",
      "team effectiveness management",
      "biorisk management"
    ],
    "quality control senior laboratory analyst / senior chemist / senior microbiologist": [
      "innovation management",
      "change management",
      "project management",
      "systems thinking",
      "quality control management",
      "good manufacturing practices implementation",
      "product testing",
      "technical presentation",
      "conflict resolution",
      "laboratory management",
      "packaging testing",
      "technical report writing",
      "laboratory data analysis",
      "cleanliness testing",
      "chemical risk management",
      "biorisk management",
      "health, safety and environment procedures implementation",
      "hazard and risk identification and management",
      "continuous improvement",
      "raw materials and utilities testing",
      "big data analysis"
    ],
    "quality control technician / quality control assistant / laboratory technician": [
      "stakeholder management",
      "innovation management",
      "project management",
      "emergency response management",
      "quality assurance management",
      "workplace safety and health performance management",
      "systems thinking",
      "process validation",
      "quality system management",
      "quality control management",
      "good manufacturing practices implementation",
      "product testing",
      "manufacturing process management",
      "hazards and risk control, and policy management",
      "continuous process improvement",
      "packaging testing",
      "cleanliness testing",
      "laboratory management",
      "laboratory data analysis",
      "food safety management",
      "food safety analysis",
      "document control",
      "technical report writing",
      "chemical risk management"
    ],
    "quality engineer": [
      "stakeholder management",
      "project management",
      "innovation management",
      "test planning",
      "partnership management",
      "business performance management",
      "networking",
      "budgeting",
      "learning and development",
      "process improvement and optimisation",
      "software testing",
      "internet of things management",
      "process validation",
      "performance management",
      "strategy implementation",
      "enterprise risk management",
      "business needs analysis",
      "report writing",
      "good manufacturing practices implementation",
      "failure analysis",
      "product management",
      "product testing",
      "data synthesis",
      "quality assurance",
      "audit management",
      "yield analysis",
      "hazards and risk control, and policy management",
      "embedded systems integration",
      "effectiveness management",
      "data analytics system design",
      "continuous process improvement",
      "software design",
      "quality standards",
      "workplace safety and health practices implementation",
      "quality systems management",
      "agile software development",
      "quality engineering",
      "problem management",
      "applications development",
      "quality process control",
      "quality control and assurance",
      "metrology management",
      "solutioning",
      "material qualification",
      "factory system management",
      "technical presentations",
      "emergency management",
      "electrostatic discharge control",
      "operation management"
    ],
    "quality engineer (aircraft engine / component maintenance)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "audit and review management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "aerodynamics principles application",
      "image processing and industrial vision inspection",
      "mathematical concepts application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "workshop practices application"
    ],
    "quality engineer (aircraft maintenance)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "audit and review management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "aerodynamics principles application",
      "image processing and industrial vision inspection",
      "mathematical concepts application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "workshop practices application"
    ],
    "quality engineer (fleet management)": [
      "business negotiation",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "audit and review management",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "propulsion principles application",
      "aerodynamics principles application",
      "internet of things implementation",
      "image processing and industrial vision inspection",
      "aerospace materials and hardware selection",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "quality engineer (manufacturing)": [
      "business negotiation",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "audit and review management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "aerodynamics principles application",
      "image processing and industrial vision inspection",
      "mathematical concepts application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "workshop practices application"
    ],
    "quality engineering manager": [
      "stakeholder management",
      "project management",
      "budgeting",
      "learning and development",
      "performance management",
      "manpower planning",
      "business performance management",
      "partnership management",
      "networking",
      "product management",
      "process validation",
      "process improvement and optimisation",
      "test planning",
      "strategy implementation",
      "strategy planning",
      "business needs analysis",
      "people and performance management",
      "software testing",
      "quality assurance",
      "quality standards",
      "software design",
      "agile coaching",
      "quality engineering",
      "agile software development",
      "failure analysis",
      "business agility",
      "applications development",
      "problem management"
    ],
    "quality manager (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "carbon footprint management",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "applied research and development management",
      "audit and review management",
      "big data analytics",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "digital techniques application",
      "propulsion principles application",
      "propeller principles application",
      "electrical fundamentals application",
      "electronic fundamentals application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "image processing and industrial vision inspection",
      "aerodynamics principles application"
    ],
    "quality manager (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "carbon footprint management",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "applied research and development management",
      "audit and review management",
      "big data analytics",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "digital techniques application",
      "propulsion principles application",
      "propeller principles application",
      "electrical fundamentals application",
      "electronic fundamentals application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "image processing and industrial vision inspection",
      "aerodynamics principles application"
    ],
    "quality manager (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "carbon footprint management",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "applied research and development management",
      "audit and review management",
      "big data analytics",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "digital techniques application",
      "propulsion principles application",
      "propeller principles application",
      "electrical fundamentals application",
      "electronic fundamentals application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "image processing and industrial vision inspection",
      "aerodynamics principles application"
    ],
    "quality manager (manufacturing)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "risk compliance and governance",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "carbon footprint management",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "applied research and development management",
      "audit and review management",
      "big data analytics",
      "helicopter aerodynamics, structures and systems principles application",
      "human factors application and error management",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "digital techniques application",
      "propulsion principles application",
      "propeller principles application",
      "electrical fundamentals application",
      "electronic fundamentals application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "image processing and industrial vision inspection",
      "aerodynamics principles application"
    ],
    "quantitative trader": [
      "emerging technology synthesis",
      "data mining and modelling",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "standard operating procedures development",
      "block trading",
      "data analytics and computational modelling",
      "electronic trading system management",
      "market research and analysis",
      "post trade monitoring and risk and capital management",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing",
      "trading management"
    ],
    "quantity surveyor / contracts manager / cost manager": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "technology application",
      "project feasibility assessment",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical writing",
      "technical presentation",
      "research and information synthesis",
      "project risk management",
      "project cost",
      "value engineering",
      "dispute resolution",
      "data collection and analysis",
      "critical thinking",
      "measurement of building and construction works",
      "integrated digital delivery application",
      "ethical climate",
      "design for manufacturing and assembly",
      "contract administration and management",
      "construction technology",
      "life cycle costing and analysis"
    ],
    "r&d chemist": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "quality control management",
      "technical presentation",
      "procurement management",
      "applied research and development management",
      "product testing management",
      "technical report writing",
      "materials qualification",
      "product design and development",
      "laboratory operations management",
      "sample management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "r&d manager": [
      "innovation management",
      "change management",
      "business continuity management",
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "organisational resource management",
      "procurement management",
      "technical presentation",
      "staff management",
      "technical services management",
      "product testing management",
      "product design and development",
      "applied research and development management",
      "materials qualification",
      "business planning management",
      "organisational analysis management",
      "budget management",
      "process development management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "sample management",
      "staff development management",
      "laboratory data reporting and analysis management",
      "strategic service excellence management",
      "strategy development and implementation management",
      "continuing professional development management",
      "training, coaching and assessment management",
      "business networking management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "radio frequency engineer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "performance management",
      "business environment analysis",
      "vendor management",
      "emerging technology synthesis",
      "business risk management",
      "business innovation",
      "test planning",
      "process improvement and optimisation",
      "network configuration",
      "business requirements mapping",
      "business needs analysis",
      "contract management",
      "software configuration",
      "network administration and maintenance",
      "problem management",
      "procurement",
      "radio frequency engineering",
      "security administration",
      "service level management",
      "cyber and data breach incident management",
      "network security"
    ],
    "rail service manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "continuous improvement management",
      "service excellence",
      "report writing",
      "workplace safety and health culture development",
      "people development",
      "staff performance management",
      "workplace and facilities safety management",
      "security management",
      "rail operations enhancement management",
      "rail regulatory compliance",
      "rail incident management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "ramp officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "ground handling services and operations management",
      "ground support equipment operations",
      "hazard and risk control and policy management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "cargo loading and unloading administration",
      "baggage loading and unloading administration",
      "airside driving",
      "human factors management"
    ],
    "ramp operator": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "accident and incident response management",
      "ground handling services and operations management",
      "ground support equipment operations",
      "aircraft movement management",
      "human factors management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "cargo loading and unloading administration",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "baggage loading and unloading administration",
      "airside driving",
      "aircraft turnaround coordination",
      "hazard and risk control and policy management"
    ],
    "regional manager / export manager": [
      "stakeholder management",
      "project management",
      "market research",
      "business negotiation",
      "emergency response management",
      "business continuity management",
      "budgeting",
      "business opportunities development",
      "business performance management",
      "risk management",
      "customer acquisition management",
      "customer behaviour analysis",
      "strategy development",
      "workplace safety and health performance management",
      "business environment analysis",
      "brand portfolio management",
      "systems thinking",
      "marketing communications plan development",
      "e-commerce campaign management",
      "technical presentation",
      "business networking",
      "social media marketing",
      "business relationship building",
      "customer loyalty and retention strategy formulation",
      "conflict resolution",
      "consumer intelligence analysis",
      "communications channel management",
      "international marketing programmes management",
      "food product marketing",
      "product improvement",
      "new export market entry strategy formulation",
      "international trade legislation for business"
    ],
    "regulations and trade controls manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "budgeting",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "risk compliance and governance",
      "systems thinking application",
      "regulatory risk assessment",
      "international trade legislation compliance",
      "internal controls",
      "fraud risk management",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking"
    ],
    "relationship management director - commercial": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "people performance management"
    ],
    "relationship management director - corporate and large multi-national companies": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "people performance management"
    ],
    "relationship management director - financial institutions and non-bank financial institutions": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding",
      "people performance management"
    ],
    "relationship management director - private banking / team leader": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "business performance management",
      "risk management",
      "business environment analysis",
      "market profiling",
      "networking",
      "business risk assessment",
      "credit risk management",
      "account management",
      "disruption management",
      "ethical culture",
      "credit assessment",
      "market research and analysis",
      "market specialisation",
      "people performance management",
      "personal finance advisory",
      "portfolio and investment risk management",
      "customer acceptance checking and onboarding",
      "compliance mindset development",
      "wealth planning administration"
    ],
    "relationship management director - retail / head of personal banking": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "customer experience management",
      "business performance management",
      "business environment analysis",
      "contract and vendor management",
      "market profiling",
      "networking",
      "business risk assessment",
      "fraud risk management",
      "regulatory compliance",
      "account management",
      "ethical culture",
      "compliance mindset development",
      "customer acceptance checking and onboarding",
      "market research and analysis",
      "market specialisation",
      "people performance management",
      "personal finance advisory"
    ],
    "relationship management director - small and medium enterprises": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "customer acceptance checking and onboarding",
      "people performance management"
    ],
    "relationship manager - commercial": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding"
    ],
    "relationship manager - corporate and large multi-national companies": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding"
    ],
    "relationship manager - financial institutions and non-bank financial institutions": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "client investment suitability",
      "customer acceptance checking and onboarding"
    ],
    "relationship manager - private banking": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business opportunities development",
      "risk management",
      "customer acquisition management",
      "customer experience management",
      "business environment analysis",
      "customer relationship management",
      "networking",
      "credit risk management",
      "service challenges",
      "product advisory",
      "account management",
      "benchmarking",
      "ethical culture",
      "cybersecurity",
      "credit assessment",
      "market research and analysis",
      "market specialisation",
      "personal finance advisory",
      "portfolio and investment risk management",
      "customer acceptance checking and onboarding",
      "client investment suitability",
      "wealth planning administration"
    ],
    "relationship manager - retail banking / personal banking manager": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "business environment analysis",
      "networking",
      "customer relationship management",
      "contract and vendor management",
      "credit risk management",
      "business risk assessment",
      "fraud risk management",
      "service challenges",
      "regulatory compliance",
      "product advisory",
      "account management",
      "ethical culture",
      "credit assessment",
      "market specialisation",
      "market research and analysis",
      "personal finance advisory",
      "customer acceptance checking and onboarding",
      "client investment suitability"
    ],
    "relationship manager - small and medium enterprises": [
      "stakeholder management",
      "business negotiation",
      "business opportunities development",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "account management",
      "product advisory",
      "regulatory compliance",
      "sales strategy",
      "credit assessment",
      "ethical culture",
      "customer acceptance checking and onboarding"
    ],
    "repair engineer / process engineer": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "continuous process improvement",
      "lean manufacturing",
      "maintenance coordination",
      "augmented reality application",
      "sealants process",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "non-metallic materials testing",
      "mathematical concepts application",
      "welding process",
      "aerodynamics principles application",
      "human factors application and error management",
      "internet of things implementation",
      "aerospace heat treatment process",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "aerospace maintenance practices application",
      "workshop practices application"
    ],
    "reporter / correspondent - news": [
      "production planning and scheduling",
      "media law and compliance",
      "news delivery and presentation",
      "news editing",
      "news story development",
      "news story research",
      "social media content creation and management"
    ],
    "research analyst": [
      "business environment analysis",
      "financial analysis",
      "benchmarking",
      "business needs analysis",
      "data mining and modelling",
      "financial modelling",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "research and information synthesis",
      "valuation",
      "data analytics and computational modelling",
      "market research and analysis",
      "qualitative analysis",
      "technical analysis"
    ],
    "research and development chef": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "quality assurance management",
      "workplace safety and health performance management",
      "good manufacturing practices implementation",
      "process validation",
      "quality system management",
      "green manufacturing design and implementation",
      "conflict resolution",
      "continuous process improvement",
      "technical presentation",
      "hazards and risk control, and policy management",
      "food safety management",
      "food product marketing",
      "product improvement",
      "document control",
      "food manufacturing process design",
      "recipe formulation"
    ],
    "research associate": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "research counsellor": [
      "stakeholder management",
      "financial management",
      "resilience and self-care",
      "research data analysis",
      "research design",
      "professional consultation",
      "research into professional practice translation",
      "research findings communication",
      "social service programme evaluation",
      "social sector policy influence",
      "social policy formulation",
      "advocacy and representation",
      "research data collection and management",
      "collaborative practices across disciplines and sectors",
      "reflexive practice",
      "group work evaluation",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "trends evaluation and application"
    ],
    "research director": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "research director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "project feasibility assessment",
      "business environment analysis",
      "contract development and management",
      "networking",
      "data governance",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "disruption management",
      "vision leadership",
      "business relationship building",
      "data mining and modelling",
      "organisation and board relationship",
      "research findings communication",
      "research data analysis",
      "proposal writing",
      "effective board member",
      "people and performance management",
      "research data collection and management",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement",
      "management decision making"
    ],
    "research executive": [
      "stakeholder management",
      "innovation management",
      "market research",
      "budgeting",
      "internet of things management",
      "technology application",
      "intellectual property management",
      "business data analysis",
      "strategy implementation",
      "systems thinking application",
      "data mining and modelling",
      "financial planning and analysis",
      "technology scanning",
      "proposal writing",
      "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
      "product, content and experience performance management",
      "tourism and economic development"
    ],
    "research manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "contract development and management",
      "data governance",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "data mining and modelling",
      "business relationship building",
      "vision leadership",
      "people and performance management",
      "proposal writing",
      "research data analysis",
      "research findings communication",
      "legal compliance management",
      "research data collection and management",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement",
      "management decision making"
    ],
    "research psychologist": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "research senior analyst / analyst": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "data analytics",
      "business continuity planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "business environment analysis",
      "vendor management",
      "project feasibility assessment",
      "networking",
      "contract development and management",
      "data governance",
      "workplace safety and health",
      "business presentation delivery",
      "data mining and modelling",
      "business relationship building",
      "proposal writing",
      "research data analysis",
      "research findings communication",
      "management decision making",
      "industry knowledge, research and analysis",
      "research data collection and management",
      "technology adoption and innovation",
      "business innovation and improvement",
      "legal compliance management"
    ],
    "research technologist": [
      "project management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "quality control management",
      "workplace safety and health framework development and implementation",
      "procurement management",
      "product testing management",
      "technical report writing",
      "laboratory data reporting and analysis management",
      "laboratory equipment maintenance and calibration management",
      "laboratory operations management",
      "sample management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "reservations executive / reservations supervisor": [
      "innovation management",
      "business negotiation",
      "service excellence",
      "customer experience management",
      "enterprise risk management",
      "service coaching",
      "staff management",
      "productivity improvement",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "resource management",
      "people development",
      "people and performance management",
      "organisational relationship building",
      "room reservation operations management",
      "room revenue management",
      "sales delivery",
      "customer challenges management",
      "legal compliance management",
      "hospitality data collection and analysis",
      "customer feedback and relationship management",
      "technology adoption and innovation"
    ],
    "reservations manager / assistant reservations manager": [
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "customer acquisition management",
      "customer experience management",
      "staff management",
      "enterprise risk management",
      "business presentation delivery",
      "productivity improvement",
      "service challenges",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "resource management",
      "people and performance management",
      "people development",
      "organisational relationship building",
      "dispute resolution",
      "customer feedback and relationship management",
      "revenue optimisation",
      "room reservation operations management",
      "room revenue management",
      "legal compliance management",
      "hospitality data collection and analysis",
      "customer challenges management",
      "technology adoption and innovation"
    ],
    "reservations officer / reservations agent": [
      "service excellence",
      "productivity improvement",
      "people and relationship management",
      "customer feedback and relationship management",
      "sales delivery",
      "service innovation",
      "service planning and implementation",
      "customer challenges management",
      "legal compliance management",
      "room reservation operations management",
      "technology adoption and innovation",
      "tourism promotion"
    ],
    "reserving actuarial executive": [
      "stakeholder management",
      "data mining and modelling",
      "financial modelling",
      "regulatory compliance",
      "data collection and analysis",
      "ethical culture",
      "valuation",
      "data analytics and computational modelling",
      "risk analytics"
    ],
    "reserving and pricing actuarial manager": [
      "stakeholder management",
      "corporate governance",
      "business performance management",
      "business risk assessment",
      "pricing strategy",
      "business requirements mapping",
      "data mining and modelling",
      "financial modelling",
      "regulatory compliance",
      "ethical culture",
      "valuation",
      "data analytics and computational modelling",
      "people performance management",
      "regulatory and legal advisory",
      "risk analytics"
    ],
    "restructuring and insolvency associate / restructuring and insolvency executive": [
      "stakeholder management",
      "business negotiation",
      "financial management",
      "data analytics",
      "conflict management",
      "business development",
      "financial analysis",
      "data governance",
      "regulatory compliance",
      "financial modelling",
      "business acumen",
      "project execution and control",
      "valuation",
      "data storytelling and visualisation",
      "corporate and business law",
      "capital raising",
      "financial statements analysis",
      "professional and business ethics",
      "claims management",
      "cash flow management",
      "restructuring insolvency advisory",
      "transaction due diligence",
      "debt restructuring"
    ],
    "restructuring and insolvency manager": [
      "stakeholder management",
      "business negotiation",
      "financial management",
      "data analytics",
      "conflict management",
      "business development",
      "financial analysis",
      "data governance",
      "regulatory compliance",
      "financial modelling",
      "business acumen",
      "project execution and control",
      "valuation",
      "data storytelling and visualisation",
      "corporate and business law",
      "capital raising",
      "financial statements analysis",
      "professional and business ethics",
      "claims management",
      "cash flow management",
      "restructuring insolvency advisory",
      "transaction due diligence",
      "debt restructuring"
    ],
    "restructuring and insolvency partner / restructuring and insolvency director": [
      "stakeholder management",
      "business negotiation",
      "financial management",
      "data analytics",
      "conflict management",
      "business development",
      "financial analysis",
      "data governance",
      "regulatory compliance",
      "financial modelling",
      "business acumen",
      "project execution and control",
      "valuation",
      "data storytelling and visualisation",
      "corporate and business law",
      "capital raising",
      "financial statements analysis",
      "professional and business ethics",
      "claims management",
      "cash flow management",
      "restructuring insolvency advisory",
      "transaction due diligence",
      "debt restructuring"
    ],
    "restructuring and insolvency senior / restructuring and insolvency senior executive": [
      "stakeholder management",
      "business negotiation",
      "financial management",
      "data analytics",
      "conflict management",
      "business development",
      "financial analysis",
      "data governance",
      "regulatory compliance",
      "financial modelling",
      "business acumen",
      "project execution and control",
      "valuation",
      "data storytelling and visualisation",
      "corporate and business law",
      "capital raising",
      "financial statements analysis",
      "professional and business ethics",
      "claims management",
      "cash flow management",
      "restructuring insolvency advisory",
      "transaction due diligence",
      "debt restructuring"
    ],
    "revenue manager / assistant revenue manager": [
      "innovation management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "staff management",
      "business presentation delivery",
      "productivity improvement",
      "dispute resolution",
      "market trend analysis",
      "people and performance management",
      "people development",
      "revenue optimisation",
      "room revenue management",
      "legal compliance management",
      "room distribution channel management",
      "technology adoption and innovation"
    ],
    "revenue specialist / revenue analyst": [
      "innovation management",
      "market research",
      "business negotiation",
      "data analytics",
      "business presentation delivery",
      "market trend analysis",
      "productivity improvement",
      "revenue optimisation",
      "room revenue management",
      "legal compliance management",
      "room distribution channel management",
      "technology adoption and innovation"
    ],
    "rigger / signalman": [
      "process improvement and optimisation",
      "equipment maintenance",
      "risk management and administration",
      "dangerous goods management",
      "cold chain operations administration",
      "cross docking",
      "environmental protection management",
      "material handling equipment (mhe) handling",
      "time sensitive cargo delivery management",
      "transportation equipment handling",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "risk analytics analyst / compliance analytics analyst": [
      "stakeholder management",
      "project management",
      "business risk assessment",
      "business requirements mapping",
      "data mining and modelling",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "software configuration",
      "data analytics and computational modelling",
      "risk analytics",
      "risk and compliance reporting"
    ],
    "risk analytics manager / compliance analytics manager": [
      "stakeholder management",
      "project management",
      "strategy planning",
      "technology application",
      "business risk assessment",
      "business requirements mapping",
      "data mining and modelling",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "software configuration",
      "data analytics and computational modelling",
      "people performance management",
      "risk analytics",
      "risk and compliance reporting"
    ],
    "risk manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "business continuity planning",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "risk compliance and governance",
      "systems thinking application",
      "regulatory risk assessment",
      "internal controls",
      "fraud risk management",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "hazards and risk identification and management",
      "operations risk management",
      "solutions design thinking"
    ],
    "risk strategy manager": [
      "stakeholder management",
      "crisis management",
      "corporate governance",
      "strategy planning",
      "risk management",
      "technology application",
      "business risk assessment",
      "risk appetite and goals setting",
      "regulatory risk assessment",
      "data collection and analysis",
      "data storytelling and visualisation",
      "ethical culture",
      "policy implementation and revision",
      "people performance management",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "rooms division manager / director of rooms": [
      "innovation management",
      "change management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "crisis management",
      "corporate governance",
      "knowledge management",
      "workplace safety and health performance management",
      "business presentation delivery",
      "service challenges",
      "vision leadership",
      "business relationship building",
      "staff management",
      "productivity improvement",
      "dispute resolution",
      "service planning and implementation",
      "service leadership",
      "service innovation",
      "service information and results",
      "people and performance management",
      "resource management",
      "people development",
      "organisational relationship building",
      "hospitality data collection and analysis",
      "service innovation culture",
      "legal compliance management",
      "technology adoption and innovation",
      "customer feedback and relationship management",
      "room revenue management"
    ],
    "sales account manager": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "data analytics",
      "business development",
      "customer experience management",
      "partnership management",
      "networking",
      "pricing strategy",
      "product management",
      "account management",
      "business needs analysis",
      "contract management",
      "sales strategy",
      "technical sales support"
    ],
    "sales and distribution specialist / coverage officer": [
      "stakeholder management",
      "strategy planning",
      "customer acquisition management",
      "customer relationship management",
      "networking",
      "sales target management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "channel management",
      "customer acceptance checking and onboarding",
      "proposal management"
    ],
    "sales and purchase broker": [
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "cash flow reporting",
      "technology integration",
      "organisational strategy and policy realisation",
      "proposal writing",
      "resource management",
      "cyber security",
      "risk control and response planning",
      "innovation",
      "ship financing",
      "ship sale and purchase",
      "ship valuation"
    ],
    "sales assistant / sales coordinator": [
      "stakeholder management",
      "learning and development",
      "business opportunities development",
      "continuous improvement management",
      "service excellence",
      "conflict management",
      "customer experience management",
      "customer relationship management",
      "market profiling",
      "systems thinking application",
      "data mining and modelling",
      "product advisory",
      "sales closure",
      "technology integration",
      "resource management"
    ],
    "sales associate / brand associate": [
      "service excellence",
      "data analytics",
      "customer experience management",
      "workplace safety and health",
      "intellectual property management",
      "sales closure",
      "product advisory",
      "service challenges",
      "productivity improvement",
      "inventory control",
      "people and relationship management",
      "service innovation",
      "workplace first-aid",
      "service planning and implementation",
      "service leadership",
      "customer relationship management operations",
      "service information and results",
      "policy implementation and revision",
      "visual merchandising presentation",
      "store facilities and housekeeping",
      "store security policy",
      "workplace communications",
      "retailing and the economy",
      "adapt to change",
      "product styling",
      "product demonstration",
      "after-sales service",
      "problem identification",
      "organisation evaluation for business excellence",
      "order fulfilment and returns processing",
      "manage change",
      "idea generation and selection",
      "food and beverage safety and hygiene",
      "drive productivity and innovation",
      "customer loyalty",
      "compliance with legal regulations",
      "colour concept application",
      "process improvement"
    ],
    "sales coordinator / catering sales coordinator": [
      "service excellence",
      "report writing",
      "customer behaviour analysis",
      "people and relationship management",
      "customer feedback and relationship management",
      "proposal writing",
      "sales delivery",
      "asset and inventory management",
      "customer challenges management",
      "legal compliance management",
      "technology adoption and innovation",
      "tourism promotion"
    ],
    "sales director": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "manpower planning",
      "strategy planning",
      "project management",
      "business performance management",
      "financial management",
      "networking",
      "data analytics",
      "service excellence",
      "business development",
      "corporate governance",
      "customer acquisition management",
      "customer experience management",
      "partnership management",
      "customer behaviour analysis",
      "sales target management",
      "contract development and management",
      "demand analysis",
      "customer relationship management",
      "business data analysis",
      "strategy implementation",
      "pricing strategy",
      "product management",
      "succession planning",
      "sales strategy",
      "account management",
      "organisational vision, mission and values formulation",
      "customer loyalty and retention strategy formulation",
      "contract management",
      "business needs analysis",
      "sales channel management",
      "resource management",
      "people and performance management",
      "technology scanning",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "sales executive": [
      "stakeholder management",
      "business negotiation",
      "innovation management",
      "change management",
      "market research",
      "business development",
      "customer experience management",
      "partnership management",
      "learning and development",
      "networking",
      "continuous improvement management",
      "data analytics",
      "service excellence",
      "business planning",
      "business opportunities development",
      "conflict management",
      "customer acquisition management",
      "business performance management",
      "account management",
      "customer relationship management",
      "market profiling",
      "contract and vendor management",
      "sales target management",
      "systems thinking application",
      "business presentation delivery",
      "pricing strategy",
      "effectiveness management",
      "sales closure",
      "business needs analysis",
      "sales strategy",
      "technology integration",
      "data mining and modelling",
      "product advisory",
      "contract management",
      "sales channel management",
      "market intelligence",
      "resource management",
      "content distribution",
      "media distribution platform management",
      "solutions design thinking",
      "technical sales support"
    ],
    "sales executive / catering sales executive": [
      "market research",
      "customer behaviour analysis",
      "business negotiation",
      "service excellence",
      "customer acquisition management",
      "report writing",
      "business presentation delivery",
      "business relationship building",
      "service challenges",
      "organisational relationship building",
      "proposal writing",
      "sales channel management",
      "customer challenges management",
      "customer feedback and relationship management",
      "hospitality venue inspection",
      "legal compliance management",
      "room revenue management",
      "sales delivery"
    ],
    "sales executive / travel consultant (sales)": [
      "stakeholder management",
      "market research",
      "budgeting",
      "service excellence",
      "customer acquisition management",
      "business performance management",
      "customer behaviour analysis",
      "technology application",
      "contract development and management",
      "customer relationship management",
      "demand analysis",
      "sales target management",
      "strategy implementation",
      "customer loyalty and retention strategy formulation",
      "sales closure",
      "technology scanning",
      "proposal writing",
      "tourism and economic development"
    ],
    "sales manager": [
      "stakeholder management",
      "business negotiation",
      "innovation management",
      "learning and development",
      "budgeting",
      "service excellence",
      "change management",
      "market research",
      "manpower planning",
      "strategy planning",
      "customer acquisition management",
      "business performance management",
      "sales target management",
      "networking",
      "financial management",
      "customer relationship management",
      "contract development and management",
      "continuous improvement management",
      "business opportunities development",
      "business planning",
      "corporate governance",
      "business development",
      "conflict management",
      "partnership management",
      "customer experience management",
      "sales closure",
      "enterprise risk management",
      "technology application",
      "customer behaviour analysis",
      "contract and vendor management",
      "organisational analysis",
      "demand analysis",
      "market profiling",
      "systems thinking application",
      "business presentation delivery",
      "resource management",
      "strategy implementation",
      "business data analysis",
      "pricing strategy",
      "technology integration",
      "succession planning",
      "sales strategy",
      "account management",
      "product advisory",
      "organisational vision, mission and values formulation",
      "effectiveness management",
      "data mining and modelling",
      "customer loyalty and retention strategy formulation",
      "proposal writing",
      "market intelligence",
      "financial planning and analysis",
      "technology scanning",
      "media distribution platform management",
      "solutions design thinking",
      "content distribution",
      "business insights",
      "tourism and economic development"
    ],
    "sales manager / catering sales manager / assistant sales manager / assistant catering sales manager": [
      "market research",
      "business negotiation",
      "budgeting",
      "report writing",
      "service excellence",
      "business opportunities development",
      "customer acquisition management",
      "customer behaviour analysis",
      "business presentation delivery",
      "proposal writing",
      "business relationship building",
      "service challenges",
      "service coaching",
      "dispute resolution",
      "organisational relationship building",
      "sales channel management",
      "sales delivery",
      "hospitality venue inspection",
      "customer feedback and relationship management",
      "customer challenges management",
      "room revenue management",
      "sales trends and opportunities analysis",
      "legal compliance management"
    ],
    "sales supervisor / brand supervisor": [
      "stakeholder management",
      "crisis management",
      "service excellence",
      "data analytics",
      "conflict management",
      "customer experience management",
      "sales target management",
      "workplace safety and health",
      "systems thinking application",
      "intellectual property management",
      "people and relationship management",
      "service coaching",
      "service challenges",
      "sales closure",
      "productivity improvement",
      "product advisory",
      "inventory control",
      "customer relationship management operations",
      "workplace first-aid",
      "people development",
      "policy implementation and revision",
      "service information and results",
      "service innovation",
      "service leadership",
      "service planning and implementation",
      "compliance with legal regulations",
      "customer experience innovation",
      "manage change",
      "store facilities and housekeeping",
      "store security policy",
      "customer loyalty",
      "visual merchandising presentation",
      "workforce diversity and harmony",
      "workplace communications",
      "colour concept application",
      "drive productivity and innovation",
      "order fulfilment and returns processing",
      "food and beverage safety and hygiene",
      "retailing and the economy",
      "retail administration",
      "products and services promotions",
      "idea generation and selection",
      "product styling",
      "product demonstration",
      "after-sales service",
      "process improvement",
      "problem identification",
      "personal effectiveness",
      "organisation evaluation for business excellence",
      "adapt to change"
    ],
    "scriptwriter / writer": [
      "narrative design",
      "concept creation",
      "creative storytelling",
      "scriptwriting"
    ],
    "section head / team leader / line operator": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "internet of things management",
      "workplace safety and health performance management",
      "systems thinking",
      "quality system management",
      "good manufacturing practices implementation",
      "automated operation monitoring",
      "automation process control",
      "conflict resolution",
      "continuous process improvement",
      "equipment maintenance",
      "hazards and risk control, and policy management",
      "manufacturing process management",
      "technical report writing",
      "active and smart packaging",
      "production performance management",
      "document control",
      "food safety management",
      "advanced processing technology",
      "food production management",
      "automated food manufacturing system maintenance"
    ],
    "section supervisor / foreman": [
      "innovation management",
      "learning and development",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "robotics and automation application",
      "maintenance scheduling",
      "people development",
      "staff performance management",
      "equipment maintenance and housekeeping",
      "work at heights",
      "inventory management",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "bus air-conditioning systems maintenance",
      "internet of things application",
      "bus body work maintenance",
      "heavy lifting machinery operation",
      "bus steering and suspension systems maintenance",
      "bus regulatory compliance",
      "bus recovery and towing",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "bus brake systems maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "security architect": [
      "stakeholder management",
      "strategy planning",
      "emerging technology synthesis",
      "strategy implementation",
      "business needs analysis",
      "cyber risk management",
      "infrastructure design",
      "security architecture",
      "security governance",
      "security programme management",
      "network security",
      "security administration",
      "security strategy",
      "solution architecture"
    ],
    "security consultant": [
      "stakeholder management",
      "innovation management",
      "financial management",
      "robotics and automation application",
      "contract management",
      "conflict resolution management",
      "documentation",
      "marketing management",
      "quality assurance and audit",
      "security risk analysis",
      "security threat research"
    ],
    "security officer": [
      "stakeholder management",
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "threat observation",
      "documentation",
      "environment observation",
      "first-aid",
      "guard and patrol",
      "alarm system management",
      "information collection",
      "deterrence",
      "security escort",
      "security operation compliance",
      "security screening management",
      "canine handling",
      "self-defence",
      "arrestation",
      "incident response"
    ],
    "security operations analyst": [
      "stakeholder management",
      "cyber risk management",
      "audit and compliance",
      "business continuity",
      "cyber and data breach incident management",
      "disaster recovery management",
      "network security",
      "security administration",
      "security programme management",
      "threat analysis and defence",
      "threat intelligence and detection"
    ],
    "security operations manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "emerging technology synthesis",
      "networking",
      "strategy implementation",
      "cyber risk management",
      "threat intelligence and detection",
      "people and performance management",
      "security strategy",
      "threat analysis and defence",
      "audit and compliance",
      "security education and awareness",
      "security administration",
      "disaster recovery management",
      "cyber and data breach incident management",
      "business continuity",
      "network security"
    ],
    "security supervisor": [
      "stakeholder management",
      "manpower planning",
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "threat observation",
      "environment observation",
      "executive protection",
      "first-aid",
      "guard and patrol",
      "alarm system management",
      "information collection",
      "documentation",
      "media storage record maintenance",
      "crowd and traffic control management",
      "security operation compliance",
      "security risk analysis",
      "security screening management",
      "confidentiality management",
      "capability development",
      "incident response"
    ],
    "segment executive": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer behaviour analysis",
      "customer relationship management",
      "digital marketing",
      "market profiling",
      "business risk assessment",
      "account management",
      "product advisory",
      "ethical culture",
      "market research and analysis"
    ],
    "segment manager": [
      "stakeholder management",
      "business opportunities development",
      "customer acquisition management",
      "partnership management",
      "business environment analysis",
      "customer behaviour analysis",
      "customer relationship management",
      "digital marketing",
      "market profiling",
      "business risk assessment",
      "account management",
      "product advisory",
      "sales strategy",
      "ethical culture",
      "market research and analysis",
      "people performance management"
    ],
    "senior 2d artist (concept art / background art / character art, storyboarding)": [
      "research",
      "2d animation",
      "concept art creation",
      "concept creation",
      "storyboarding"
    ],
    "senior 3d artist (modelling / rigging / texturing, digital lighting, digital compositing)": [
      "3d modelling",
      "research",
      "colour grading",
      "compositing visuals",
      "concept creation",
      "digital lighting",
      "rigging for animation",
      "surfacing and texturing"
    ],
    "senior anchor / senior presenter / anchor / presenter - news": [
      "media law and compliance",
      "news delivery and presentation",
      "news editing",
      "news story development",
      "news story research",
      "social media content creation and management"
    ],
    "senior animator": [
      "research",
      "3d animation",
      "compositing visuals",
      "concept creation"
    ],
    "senior application chemist": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "technical presentation",
      "technical services management",
      "technical report writing",
      "product testing management",
      "product design and development",
      "materials qualification",
      "continuing professional development management",
      "sample management",
      "strategic service excellence management",
      "laboratory operations management",
      "training, coaching and assessment management",
      "laboratory data reporting and analysis management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior architect": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "business development",
      "technology application",
      "project feasibility assessment",
      "3d modelling",
      "design thinking practice",
      "people management",
      "material studies and production processes",
      "technical drawing",
      "building information modelling application",
      "procurement coordination and policy development",
      "design sketching",
      "design standards and specification",
      "technical presentation",
      "site assessment and analysis",
      "project risk management",
      "solar photovoltaic systems designs",
      "dispute resolution",
      "data collection and analysis",
      "design for safety",
      "architecture design",
      "augmented reality application",
      "critical thinking",
      "technology scanning",
      "aesthetic and design sensibility",
      "design for manufacturing and assembly",
      "design for maintainability",
      "integrated digital delivery application",
      "regulatory submission and clearance",
      "cultural, heritage and socio-economic sensitivity for design",
      "placemaking and programming of spaces",
      "contract administration and management",
      "construction technology",
      "facade design",
      "green building strategy implementation"
    ],
    "senior architectural executive": [
      "stakeholder management",
      "project management",
      "continuous improvement management",
      "technology application",
      "project feasibility assessment",
      "3d modelling",
      "design thinking practice",
      "people management",
      "technical presentation",
      "building information modelling application",
      "technical drawing",
      "procurement coordination and policy development",
      "aesthetic and design sensibility",
      "solar photovoltaic systems designs",
      "project risk management",
      "technology scanning",
      "design for safety",
      "critical thinking",
      "augmented reality application",
      "lighting design optimisation",
      "natural ventilation design",
      "facade design",
      "placemaking and programming of spaces",
      "ethical climate",
      "design for manufacturing and assembly",
      "design for maintainability",
      "regulatory submission and clearance",
      "construction technology",
      "computational design",
      "biophilic design in built environment",
      "integrated digital delivery application"
    ],
    "senior artificial intelligence / machine learning engineer": [
      "stakeholder management",
      "change management",
      "project management",
      "emerging technology synthesis",
      "data governance",
      "test planning",
      "business needs analysis",
      "database administration",
      "system integration",
      "data engineering",
      "data design",
      "data strategy",
      "configuration tracking",
      "intelligent reasoning",
      "pattern recognition systems",
      "problem management",
      "computer vision technology",
      "security architecture",
      "self-learning systems",
      "computational modelling",
      "cloud computing",
      "text analytics and processing"
    ],
    "senior assistant director / assistant director": [
      "stakeholder management",
      "change management",
      "financial management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "quality and audit management",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "department performance management",
      "trends evaluation and application"
    ],
    "senior assistant engineer / assistant engineer (automatic fare collection)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "inventory management",
      "people development",
      "equipment maintenance and housekeeping",
      "staff performance management",
      "internet of things application",
      "automatic fare collection auxiliary systems maintenance",
      "manpower planning and deployment",
      "rail regulatory compliance",
      "automatic fare collection sales device maintenance",
      "workplace and facilities safety management",
      "automatic fare collection gate maintenance",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (engineering train)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "equipment maintenance and housekeeping",
      "inventory management",
      "locomotive maintenance",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "engineering train and rolling stock operation",
      "workplace and facilities safety management",
      "wagon maintenance",
      "track tamping vehicle maintenance",
      "manpower planning and deployment",
      "heavy crane vehicle maintenance",
      "heavy lifting machinery operation",
      "internet of things application",
      "rail regulatory compliance",
      "rail grinding vehicle maintenance",
      "multi-function vehicle maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (mechanical and electrical)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "robotics and automation application",
      "report writing",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "people development",
      "staff performance management",
      "work at heights",
      "inventory management",
      "equipment maintenance and housekeeping",
      "drainage, plumbing and sanitary systems maintenance",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "ventilation system maintenance",
      "platform screen door maintenance",
      "track access management",
      "station air-conditioning systems maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "lift systems maintenance",
      "internet of things application",
      "fire protection systems maintenance",
      "escalator and travelator maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (permanent way and civil structure)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "robotics and automation application",
      "report writing",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "inventory management",
      "people development",
      "civil structure maintenance",
      "equipment maintenance and housekeeping",
      "staff performance management",
      "work at heights",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace and facilities safety management",
      "workplace safety and health for fire prevention and fire fighting",
      "rail track inspection",
      "track access management",
      "third rail maintenance",
      "rail track maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "internet of things application",
      "engineering train and rolling stock operation",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (power)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "work at heights",
      "people development",
      "equipment maintenance and housekeeping",
      "inventory management",
      "workplace safety and health for confined spaces",
      "workplace and facilities safety management",
      "uninterruptible power supply system maintenance",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "22kv switchgear systems maintenance",
      "transformer maintenance",
      "traction power system maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "low voltage switchboard maintenance",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "battery and battery charger maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (rolling stock)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "inventory management",
      "people development",
      "equipment maintenance and housekeeping",
      "staff performance management",
      "rolling stock on-board control and communication systems maintenance",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "rolling stock propulsion systems maintenance",
      "rolling stock power systems maintenance",
      "rolling stock air-conditioning and ventilation systems maintenance",
      "rolling stock car body maintenance",
      "rolling stock brake systems maintenance",
      "rolling stock bogie maintenance",
      "rolling stock auxiliary systems maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "internet of things application",
      "heavy lifting machinery operation",
      "engineering train and rolling stock operation",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant engineer / assistant engineer (signal and communications)": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "equipment maintenance and housekeeping",
      "people development",
      "work at heights",
      "staff performance management",
      "inventory management",
      "network systems maintenance",
      "trainborne automatic train control equipment maintenance",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "communication backbone system maintenance",
      "workplace and facilities safety management",
      "internet of things application",
      "video surveillance system maintenance",
      "communication power system maintenance",
      "travel information system maintenance",
      "train supervisory system maintenance",
      "manpower planning and deployment",
      "trackside automatic train control equipment maintenance",
      "supervisory control and data acquisition system maintenance",
      "emergency and security communication systems maintenance",
      "signalling auxiliary devices and equipment maintenance",
      "signal interlocking systems maintenance",
      "communication auxiliary systems maintenance",
      "rail regulatory compliance",
      "radio system maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior assistant station manager / assistant station manager": [
      "innovation management",
      "service excellence",
      "workplace safety and health culture development",
      "workplace first-aid",
      "track access management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace and facilities safety management",
      "train station operations management",
      "train fare and ticket management",
      "civil emergency management",
      "crowd management",
      "security management",
      "rail regulatory compliance",
      "rail incident management",
      "rail emergency response management",
      "passenger train operations",
      "health and fatigue risk management",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior associate (operations & maintenance / specialised systems / projects)": [
      "stakeholder management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "engineering contract management",
      "engineering project management",
      "airfield civil infrastructure maintenance and design",
      "airfield specialised systems maintenance and design",
      "airport infrastructure and facilities maintenance and design",
      "airport operations management",
      "engineering safety and security standards",
      "engineering standards audit and assessment",
      "hazard and risk control and policy management",
      "human factors management"
    ],
    "senior back end developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "system integration",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "data design",
      "problem management",
      "continuous integration and continuous deployment",
      "configuration tracking",
      "quality standards",
      "service level management",
      "cloud computing",
      "software design",
      "applications support and enhancement",
      "agile software development"
    ],
    "senior bus captain": [
      "crisis management",
      "service excellence",
      "workplace safety and health culture development",
      "people development",
      "bus equipment and systems operation",
      "bus fare management",
      "bus regulatory compliance",
      "bus service route operations training and development",
      "bus vehicle operations",
      "health and fatigue risk management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "senior business analyst / senior market research analyst / senior market analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "data analytics",
      "business planning",
      "business opportunities development",
      "strategy planning",
      "conflict management",
      "manpower planning",
      "business performance management",
      "project feasibility assessment",
      "demand analysis",
      "market profiling",
      "contract development and management",
      "organisational analysis",
      "systems thinking application",
      "capital expenditure and investment evaluation",
      "technology integration",
      "effectiveness management",
      "data mining and modelling",
      "resource management",
      "product development",
      "solutions design thinking",
      "mergers and acquisition"
    ],
    "senior care staff": [
      "stakeholder management",
      "conflict management",
      "resilience and self-care",
      "emergency response and crisis management",
      "intervention implementation",
      "professional consultation",
      "care assistance",
      "support service to seniors",
      "support service to persons with disabilities",
      "support service to children and youths",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "practice supervision",
      "reflexive practice",
      "client supervision",
      "para-counselling",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "trends evaluation and application"
    ],
    "senior centre leader": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "child development assessment",
      "team management",
      "staff continuous learning",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "operations management",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "financial administration",
      "early childhood programme planning",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "visioning and strategic planning"
    ],
    "senior charterer / charterer": [
      "market research",
      "business negotiation",
      "financial management",
      "business planning",
      "service excellence",
      "financial analysis",
      "networking",
      "business data analysis",
      "cash flow reporting",
      "technology integration",
      "cyber security",
      "proposal writing",
      "chartering",
      "innovation"
    ],
    "senior civil and structural engineer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "continuous improvement management",
      "manpower planning",
      "technology application",
      "project feasibility assessment",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "design thinking practice",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "technical writing",
      "technical presentation",
      "technical inspection",
      "structural testing",
      "building information modelling application",
      "material studies and production processes",
      "design for safety",
      "dispute resolution",
      "technology scanning",
      "solar photovoltaic systems designs",
      "site assessment and analysis",
      "project risk management",
      "critical thinking",
      "project cost",
      "data collection and analysis",
      "engineering contract management",
      "cultural, heritage and socio-economic sensitivity for design",
      "construction technology",
      "regulatory submission and clearance",
      "design for maintainability",
      "computational design",
      "green building strategy implementation",
      "geotechnical engineering management",
      "ethical climate",
      "design for manufacturing and assembly",
      "civil and structural engineering management",
      "integrated digital delivery application"
    ],
    "senior community care associate": [
      "resilience and self-care",
      "emergency response and crisis management",
      "intervention implementation",
      "care assistance",
      "mobility and ambulation assistance in nursing",
      "support service to seniors",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "inventory control and equipment maintenance in rehabilitation care",
      "medication management in nursing",
      "client assessment in therapy support",
      "infection prevention and control in nursing practice",
      "group therapy planning and implementation",
      "feeding management in community care",
      "excellence in service",
      "effective communication in nursing",
      "wound management in nursing"
    ],
    "senior cook / station chef": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "asian cold dish and dessert preparation",
      "seafood storage and fabrication",
      "malay dry-heat dish preparation and cooking",
      "malay moist-heat dish preparation and cooking",
      "meat storage and fabrication",
      "productivity optimisation for food and beverages operations",
      "specialty cuisine preparation and cooking",
      "indian moist-heat dish preparation and cooking",
      "system and work process improvement",
      "technology application and implementation",
      "western cold dish preparation",
      "western dry-heat dish preparation and cooking",
      "western moist-heat dish preparation and cooking",
      "legislative and regulatory compliance",
      "halal certification compliance for food and beverages operations",
      "indian dry-heat dish preparation and cooking",
      "asian cuisine preparation and cooking",
      "food waste disposal and reduction",
      "food science application",
      "food and beverage recipe formulation",
      "food and beverage quality audit and compliance",
      "food and beverage production management",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "customer data analysis",
      "cost control and management",
      "chinese moist-heat dish preparation and cooking",
      "chinese dry-heat dish preparation and cooking",
      "workplace safety and health for food and beverage operations"
    ],
    "senior counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "advocacy and representation",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "group work intervention",
      "case and care planning",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "clinical supervision",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "senior credit analyst / credit analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "credit risk management",
      "systems thinking application",
      "data mining and modelling",
      "effectiveness management",
      "technology integration",
      "credit assessment",
      "resource management",
      "solutions design thinking"
    ],
    "senior customer service officer / customer service specialist": [
      "market research",
      "financial management",
      "data and statistical analytics",
      "public relations management",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "logistics solutions marketing",
      "logistics solutions sales",
      "pricing for cargo services and operations",
      "pricing for transportation services and operations",
      "pricing for warehouse services and operations",
      "strategic service excellence"
    ],
    "senior customer services officer (call centre) / senior customer service officer (reservations & ticketing) / senior passenger relations officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "learning and development",
      "technology application",
      "customer relationship management",
      "airline marketing",
      "airline operations management",
      "airport operations management",
      "call centre management",
      "customer and passenger handling and care",
      "customer service delivery",
      "human factors management",
      "service branding and coaching"
    ],
    "senior data engineer": [
      "stakeholder management",
      "change management",
      "project management",
      "learning and development",
      "strategy planning",
      "manpower planning",
      "emerging technology synthesis",
      "data governance",
      "strategy implementation",
      "business needs analysis",
      "database administration",
      "people and performance management",
      "system integration",
      "data strategy",
      "data migration",
      "data ethics",
      "data engineering",
      "quality standards",
      "security architecture",
      "data design",
      "configuration tracking",
      "computational modelling"
    ],
    "senior depot officer / senior depot assistant / depot officer / depot assistant": [
      "continuous improvement management",
      "crisis management",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "workplace first-aid",
      "bus depot operations",
      "bus garaging",
      "bus regulatory compliance",
      "bus vehicle operations",
      "health and fatigue risk management",
      "security management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "senior depot supervisor / depot supervisor": [
      "continuous improvement management",
      "crisis management",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "staff performance management",
      "people development",
      "workplace first-aid",
      "workplace safety and health for incident and accident investigation",
      "workplace safety and health for fire prevention and fire fighting",
      "bus depot operations",
      "security management",
      "bus garaging",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "bus regulatory compliance",
      "workplace traffic safety management"
    ],
    "senior design engineer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "project management",
      "market research",
      "emergency response management",
      "robotics and automation application",
      "business continuity planning",
      "business opportunities development",
      "crisis management",
      "knowledge management",
      "business performance management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "systems integration",
      "business presentation delivery",
      "quality system management",
      "intellectual property management",
      "big data analytics",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "lean manufacturing",
      "programme management",
      "carbon footprint management",
      "financial planning",
      "marine equipment material selection",
      "augmented reality application",
      "naval architecture calculations",
      "operational risk management",
      "quality systems management",
      "staff performance management",
      "interface management",
      "marine design customisation",
      "control system programming",
      "heating, ventilation and air conditioning system design",
      "cooling system design",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "propeller principles application",
      "propulsion principles application",
      "propulsion system design",
      "pump and piping design",
      "electrical drawing",
      "digital techniques application",
      "safety system design",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "structural and arrangement drawing",
      "system architecture design",
      "system configuration management",
      "computer-aided design application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "composite structures design and maintenance",
      "communication and navigation system design",
      "power generation system design",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "fuel and lubrication system design",
      "human factors application and error management",
      "aerodynamics principles application",
      "instrumentation and control system design",
      "heat transfer system design",
      "green ship design",
      "internet of things implementation",
      "ballast system design",
      "gas turbine engine principles application",
      "marine engineering calculations",
      "pipeline drawing",
      "equipment drawing",
      "aviation legislation compliance",
      "mathematical concepts application",
      "engineering product design facilitation",
      "non-metallic materials manufacturing",
      "engineering problem solving",
      "organisational performance management",
      "physics concepts application",
      "cargo system design"
    ],
    "senior director / director": [
      "stakeholder management",
      "resilience and self-care",
      "emergency response and crisis management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "reflexive practice",
      "social policy development",
      "social policy evaluation",
      "social policy formulation",
      "social policy implementation",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior discipline engineer": [
      "change management",
      "project management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "engineering safety standards interpretation",
      "environmental management system framework development and implementation",
      "data analytics system design",
      "technical presentation",
      "commissioning and start-up management",
      "third party management",
      "procurement management",
      "reliability engineering management",
      "instrumentation and control design engineering management",
      "inspection engineering management",
      "technical report writing",
      "engineering project management",
      "engineering management of change",
      "electrical engineering management",
      "engineering support management",
      "training, coaching and assessment management",
      "process safety management framework development and implementation",
      "asset integrity management",
      "plant turnaround management",
      "mechanical static equipment engineering management",
      "mechanical rotating equipment engineering management",
      "major hazard installation safety case management",
      "maintenance integrity and reliability framework development and implementation",
      "incident investigation management",
      "front-end engineering design management",
      "equipment and system value engineering management",
      "engineering, procurement and construction management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior early intervention educator": [
      "resilience and self-care",
      "learning environment design",
      "child functional needs assessment",
      "child observation",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "interaction and relationship",
      "individualised intervention planning and implementation",
      "health, hygiene and nutrition for children",
      "early intervention principles and practices",
      "early intervention curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "staff continuous learning"
    ],
    "senior early intervention teacher": [
      "stakeholder management",
      "resilience and self-care",
      "research design",
      "emergency response and crisis management",
      "professional consultation",
      "research data analysis",
      "research findings communication",
      "research into professional practice translation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "senior early years educators": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "family and caregiver engagement",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child development assessment",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "staff continuous learning"
    ],
    "senior economist": [
      "strategy planning",
      "business environment analysis",
      "benchmarking",
      "business needs analysis",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "research and information synthesis",
      "valuation",
      "data analytics and computational modelling",
      "market research and analysis",
      "scenario planning and analysis",
      "technical analysis"
    ],
    "senior engine programmer (tools programming)": [
      "audio programming",
      "game analytics",
      "game artificial intelligence development",
      "game engine development",
      "game networking",
      "game physics development",
      "game porting",
      "game testing automation",
      "tools development"
    ],
    "senior engineer": [
      "change management",
      "project management",
      "emergency response management",
      "internet of things management",
      "user experience design",
      "organisational analysis",
      "networking",
      "additive manufacturing",
      "user interface design",
      "quality system management",
      "workplace safety and health system management",
      "data synthesis",
      "embedded systems integration",
      "data analytics system design",
      "equipment maintenance",
      "vision leadership",
      "laser and optics application",
      "lean manufacturing",
      "machining",
      "manufacturing process management",
      "automation process control",
      "continuous process improvement",
      "cyber risk management",
      "value analysis",
      "surface preparation and protection",
      "research and development",
      "precision measurement",
      "new product introduction",
      "automated system design",
      "material joining",
      "failure analysis",
      "metallic material characterisation",
      "welding",
      "virtual reality application",
      "heat treatment process",
      "manufacturing technology",
      "automation systems maintenance",
      "engineering product design",
      "metrology management",
      "cleanliness and contamination control",
      "quality process control",
      "metal-based additive manufacturing",
      "production line set-up",
      "polymeric material characterisation",
      "polymeric additive manufacturing",
      "metal forming"
    ],
    "senior engineer (engineering design)": [
      "stakeholder management",
      "change management",
      "market research",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "environmental management system framework development and implementation",
      "test planning",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "business presentation delivery",
      "organisational resource management",
      "building information modelling application",
      "technical writing",
      "technical inspection",
      "staff management",
      "programme management",
      "artificial intelligence application",
      "design for safety",
      "project risk management",
      "cost management",
      "reliability engineering management",
      "electrical engineering management",
      "engineering drawing and design specifications",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "mechanical engineering management",
      "organisational risk management",
      "front-end engineering and design",
      "civil and structural engineering management",
      "sustainable engineering",
      "geotechnical engineering management"
    ],
    "senior engineer (engineering procurement)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "contract development and management",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "quality system management",
      "technical writing",
      "procurement performance monitoring",
      "staff management",
      "programme management",
      "third party management",
      "procurement coordination and policy development",
      "organisational resource management",
      "building information modelling application",
      "project risk management",
      "inventory management",
      "cost management",
      "organisational risk management",
      "sustainable engineering",
      "materials inspection"
    ],
    "senior engineer / assistant manager (commissioning)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "engineering safety standards interpretation",
      "business presentation delivery",
      "staff management",
      "third party management",
      "building information modelling application",
      "technical writing",
      "technical inspection",
      "structural testing",
      "organisational resource management",
      "commissioning and start-up management",
      "programme management",
      "equipment and systems testing",
      "project risk management",
      "cost management",
      "design for safety",
      "electrical engineering management",
      "hazards and risk identification and management",
      "instrumentation and control design engineering management",
      "organisational risk management",
      "mechanical engineering management",
      "sustainable engineering",
      "civil and structural engineering management",
      "geotechnical engineering management"
    ],
    "senior engineer / assistant manager (engineering construction)": [
      "stakeholder management",
      "change management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "systems integration",
      "robotic and automation technology application",
      "quality system management",
      "3d modelling",
      "workplace safety and health framework development and implementation",
      "business presentation delivery",
      "engineering safety standards interpretation",
      "programme management",
      "building information modelling application",
      "third party management",
      "technical writing",
      "technical inspection",
      "structural testing",
      "conflict resolution",
      "staff management",
      "equipment and systems testing",
      "organisational resource management",
      "artificial intelligence application",
      "installation and assembly",
      "design for safety",
      "cost management",
      "electrical engineering management",
      "inventory management",
      "instrumentation and control design engineering management",
      "hazards and risk identification and management",
      "project risk management",
      "organisational risk management",
      "geotechnical engineering management",
      "mechanical engineering management",
      "sustainable engineering",
      "civil and structural engineering management"
    ],
    "senior engineer / assistant manager (operations and maintenance)": [
      "stakeholder management",
      "change management",
      "emergency response management",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "internet of things management",
      "manpower planning",
      "business performance management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "asset management",
      "quality system management",
      "robotic and automation technology application",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "business presentation delivery",
      "structural testing",
      "staff management",
      "technical inspection",
      "programme management",
      "technical writing",
      "third party management",
      "organisational resource management",
      "artificial intelligence application",
      "maintenance scheduling",
      "building information modelling application",
      "equipment and systems testing",
      "facility maintenance",
      "equipment maintenance and housekeeping",
      "cost management",
      "electrical engineering management",
      "equipment and systems repair",
      "inventory management",
      "hazards and risk identification and management",
      "project risk management",
      "instrumentation and control design engineering management",
      "preventive maintenance",
      "mechanical engineering management",
      "geotechnical engineering management",
      "sustainable engineering",
      "civil and structural engineering management",
      "organisational risk management",
      "maintenance strategy management"
    ],
    "senior engineer / engineer": [
      "business negotiation",
      "business continuity management",
      "financial management",
      "budgeting",
      "learning and development",
      "crisis management",
      "manpower planning",
      "financial analysis",
      "risk compliance and governance",
      "networking",
      "systems integration",
      "cash flow reporting",
      "architecture design",
      "resource management",
      "risk control and response planning",
      "interface management",
      "organisational strategy and policy realisation",
      "cyber security",
      "work at heights",
      "port equipment maintenance",
      "innovation",
      "system configuration management",
      "condition-based monitoring"
    ],
    "senior engineer / engineer (automatic fare collection)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "workplace safety and health culture development",
      "report writing",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "inventory management",
      "people development",
      "equipment maintenance and housekeeping",
      "staff performance management",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "manpower planning and deployment",
      "systems engineering thinking",
      "rail regulatory compliance",
      "automatic fare collection auxiliary systems maintenance",
      "internet of things application",
      "automatic fare collection sales device maintenance",
      "automatic fare collection gate maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (engineering train)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "people development",
      "inventory management",
      "staff performance management",
      "equipment maintenance and housekeeping",
      "track tamping vehicle maintenance",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "workplace and facilities safety management",
      "wagon maintenance",
      "systems engineering thinking",
      "heavy crane vehicle maintenance",
      "manpower planning and deployment",
      "heavy lifting machinery operation",
      "internet of things application",
      "rail regulatory compliance",
      "rail grinding vehicle maintenance",
      "locomotive maintenance",
      "multi-function vehicle maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (mechanical and electrical)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "drainage, plumbing and sanitary systems maintenance",
      "people development",
      "inventory management",
      "staff performance management",
      "work at heights",
      "equipment maintenance and housekeeping",
      "lift systems maintenance",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "workplace and facilities safety management",
      "ventilation system maintenance",
      "station air-conditioning systems maintenance",
      "systems engineering thinking",
      "escalator and travelator maintenance",
      "fire protection systems maintenance",
      "internet of things application",
      "rail regulatory compliance",
      "platform screen door maintenance",
      "manpower planning and deployment",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (permanent way and civil structure)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "robotics and automation application",
      "report writing",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "work at heights",
      "people development",
      "inventory management",
      "equipment maintenance and housekeeping",
      "civil structure maintenance",
      "workplace safety and health for confined spaces",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "rail track inspection",
      "third rail maintenance",
      "systems engineering thinking",
      "rail track maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "internet of things application",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (power)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "report writing",
      "workplace safety and health culture development",
      "asset management",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "equipment maintenance and housekeeping",
      "inventory management",
      "staff performance management",
      "people development",
      "work at heights",
      "workplace safety and health for confined spaces",
      "workplace and facilities safety management",
      "transformer maintenance",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "uninterruptible power supply system maintenance",
      "22kv switchgear systems maintenance",
      "traction power system maintenance",
      "systems engineering thinking",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "low voltage switchboard maintenance",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "battery and battery charger maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (rolling stock)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "vendor management",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "staff performance management",
      "people development",
      "inventory management",
      "equipment maintenance and housekeeping",
      "rolling stock propulsion systems maintenance",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "systems engineering thinking",
      "workplace safety and health for confined spaces",
      "rolling stock air-conditioning and ventilation systems maintenance",
      "rolling stock power systems maintenance",
      "rolling stock on-board control and communication systems maintenance",
      "rolling stock car body maintenance",
      "rolling stock brake systems maintenance",
      "rolling stock bogie maintenance",
      "rolling stock auxiliary systems maintenance",
      "rail regulatory compliance",
      "manpower planning and deployment",
      "internet of things application",
      "heavy lifting machinery operation",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineer / engineer (signal and communications)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "budgeting",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "inventory management",
      "work at heights",
      "staff performance management",
      "equipment maintenance and housekeeping",
      "people development",
      "communication auxiliary systems maintenance",
      "workplace and facilities safety management",
      "train supervisory system maintenance",
      "workplace safety and health for confined spaces",
      "video surveillance system maintenance",
      "communication backbone system maintenance",
      "workplace safety and health for electrical safety",
      "travel information system maintenance",
      "workplace safety and health for fire prevention and fire fighting",
      "trainborne automatic train control equipment maintenance",
      "systems engineering thinking",
      "trackside automatic train control equipment maintenance",
      "communication power system maintenance",
      "supervisory control and data acquisition system maintenance",
      "signalling auxiliary devices and equipment maintenance",
      "signal interlocking systems maintenance",
      "emergency and security communication systems maintenance",
      "rail regulatory compliance",
      "radio system maintenance",
      "internet of things application",
      "network systems maintenance",
      "manpower planning and deployment",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior engineering service engineer / senior technical service engineer (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "carbon footprint management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "artificial intelligence application",
      "automated system design",
      "augmented reality application",
      "maintenance coordination",
      "big data analytics",
      "propulsion principles application",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "sealants process",
      "physics concepts application",
      "predictive maintenance",
      "piston engine principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "welding process",
      "propeller principles application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace heat treatment process",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "aerospace maintenance practices application",
      "gas turbine engine principles application"
    ],
    "senior engineering service engineer / senior technical service engineer (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "carbon footprint management",
      "lean manufacturing",
      "continuous process improvement",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "maintenance coordination",
      "big data analytics",
      "automated system design",
      "augmented reality application",
      "predictive maintenance",
      "welding process",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "propulsion principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "sealants process",
      "physics concepts application",
      "propeller principles application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace maintenance practices application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application"
    ],
    "senior enrolled nurse": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing research and statistics",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing care for the deceased",
      "nursing productivity and innovation",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "wound management in nursing"
    ],
    "senior equipment engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "conflict management",
      "internet of things management",
      "enterprise risk management",
      "organisational analysis",
      "audit management",
      "workplace safety and health system management",
      "effectiveness management",
      "data analytics system design",
      "continuous process improvement",
      "organisational strategising",
      "equipment maintenance",
      "automated system design",
      "failure analysis",
      "quality systems management",
      "factory system management",
      "crisis situations management",
      "operation management",
      "automation system maintenance"
    ],
    "senior equipment specialist": [
      "technology integration",
      "cyber security",
      "work at heights",
      "bulk cargo operations",
      "cargo loading and unloading",
      "confined space work",
      "container operations",
      "documentation and administration",
      "innovation",
      "mobile equipment - heavy duty prime mover and trailer operations",
      "port call planning",
      "quality systems",
      "rigging and signalling",
      "ship operations",
      "single stack medium forklift operations",
      "workplace safety and health for crane operations"
    ],
    "senior executive (project financing)": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "financial management",
      "learning and development",
      "continuous improvement management",
      "manpower planning",
      "data and statistical analytics",
      "business performance management",
      "project feasibility assessment",
      "technology application",
      "financial analysis",
      "contract development and management",
      "capital expenditure and investment evaluation",
      "business presentation delivery",
      "financial modelling",
      "business proposal writing",
      "technical writing",
      "programme management",
      "staff management",
      "organisational resource management",
      "valuation conclusion and reporting",
      "valuation approaches and methodologies",
      "capital raising",
      "project risk management",
      "cost management",
      "valuation research and analysis",
      "organisational risk management"
    ],
    "senior executive - product management": [
      "project management",
      "business negotiation",
      "customer experience management",
      "customer behaviour analysis",
      "project feasibility assessment",
      "contract and vendor management",
      "user experience design",
      "pricing strategy",
      "product management",
      "user interface design",
      "data visualisation",
      "research",
      "business insights",
      "concept creation"
    ],
    "senior facilities engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "conflict management",
      "internet of things management",
      "enterprise risk management",
      "organisational analysis",
      "audit management",
      "workplace safety and health system management",
      "effectiveness management",
      "data analytics system design",
      "continuous process improvement",
      "organisational strategising",
      "failure analysis",
      "quality systems management",
      "facilities maintenance",
      "crisis situations management",
      "operation management",
      "factory system management"
    ],
    "senior facilities manager": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "manpower planning",
      "business performance management",
      "technology application",
      "project feasibility assessment",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "robotic and automation technology application",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "design thinking practice",
      "maintenance scheduling",
      "building information modelling application",
      "technical writing",
      "procurement coordination and policy development",
      "technical presentation",
      "technical inspection",
      "project risk management",
      "value engineering",
      "technology scanning",
      "security surveillance management",
      "data collection and analysis",
      "design for safety",
      "project cost",
      "inventory management",
      "indoor environmental quality improvement",
      "contract administration and management",
      "design for maintainability",
      "smart facilities management",
      "construction technology",
      "facilities shut-down and re-start",
      "life cycle costing and analysis",
      "integrated digital delivery application",
      "building management system implementation and control",
      "green facilities management"
    ],
    "senior front end developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "user interface design",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "problem management",
      "data design",
      "continuous integration and continuous deployment",
      "quality standards",
      "service level management",
      "configuration tracking",
      "software design",
      "applications support and enhancement",
      "agile software development"
    ],
    "senior full stack developer": [
      "change management",
      "project management",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "user interface design",
      "test planning",
      "business risk management",
      "product management",
      "business needs analysis",
      "business requirements mapping",
      "system integration",
      "software testing",
      "software configuration",
      "database administration",
      "applications integration",
      "applications development",
      "problem management",
      "data design",
      "continuous integration and continuous deployment",
      "quality standards",
      "service level management",
      "configuration tracking",
      "software design",
      "cloud computing",
      "applications support and enhancement",
      "agile software development"
    ],
    "senior game designer": [
      "project management",
      "user experience design",
      "user interface design",
      "narrative design",
      "research",
      "game concept design",
      "game technical design",
      "gameplay design",
      "level design"
    ],
    "senior game programmer": [
      "audio programming",
      "game artificial intelligence development",
      "game engine development",
      "game level development",
      "game physics development",
      "game porting",
      "game user interface development",
      "gameplay development",
      "tools development"
    ],
    "senior game sound designer": [
      "sound recording operations",
      "audio programming",
      "game sound integration",
      "sound design and creation",
      "sound editing",
      "sound mixing",
      "talent casting"
    ],
    "senior ground services officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "customer service delivery",
      "flight disruptions and irregular operations management",
      "aircraft turnaround coordination",
      "human factors management",
      "behavioural analysis and predictive screening",
      "internet of things application",
      "airport operations management",
      "airline representation and station management",
      "service branding and coaching",
      "service level agreement management",
      "airline operations management",
      "ground services training delivery"
    ],
    "senior healthcare assistant / basic care assistant / nursing aide": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "emergency care management in nursing",
      "infection prevention and control in nursing practice",
      "inter-professional collaboration",
      "medication management in nursing",
      "mobility and ambulation assistance in nursing",
      "effective communication in nursing",
      "nutrition and fluids management in nursing",
      "patient care delivery in nursing",
      "patient empowerment on self-care",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "respiratory care in nursing",
      "service quality management",
      "nursing care for the deceased"
    ],
    "senior hse specialist": [
      "change management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "audit and review management",
      "safe system of work development and implementation",
      "training, coaching and assessment management",
      "incident investigation management",
      "major hazard installation safety case management",
      "emergency response and crisis management development and implementation",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior infant educator": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "family and caregiver engagement",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child development assessment",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "staff continuous learning"
    ],
    "senior integration engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "conflict management",
      "internet of things management",
      "enterprise risk management",
      "organisational analysis",
      "audit management",
      "data synthesis",
      "workplace safety and health system management",
      "effectiveness management",
      "data analytics system design",
      "manufacturing process management",
      "continuous process improvement",
      "organisational strategising",
      "failure analysis",
      "new product introduction",
      "quality systems management",
      "defect density monitoring",
      "factory system management",
      "crisis situations management",
      "operation management",
      "parametric testing",
      "process integration"
    ],
    "senior interchange officer / senior interchange assistant / interchange officer / interchange assistant": [
      "continuous improvement management",
      "crisis management",
      "service excellence",
      "report writing",
      "workplace safety and health culture development",
      "workplace first-aid",
      "bus interchange operations",
      "bus regulatory compliance",
      "bus vehicle operations",
      "crowd management",
      "health and fatigue risk management",
      "security management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation",
      "workplace traffic safety management"
    ],
    "senior interchange supervisor / interchange supervisor": [
      "continuous improvement management",
      "crisis management",
      "service excellence",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "people development",
      "workplace first-aid",
      "staff performance management",
      "bus interchange operations",
      "workplace safety and health for incident and accident investigation",
      "workplace safety and health for fire prevention and fire fighting",
      "security management",
      "bus regulatory compliance",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "crowd management",
      "workplace traffic safety management"
    ],
    "senior internal auditor / internal auditor": [
      "data analytics",
      "risk management",
      "enterprise risk management",
      "internal controls",
      "fraud risk management",
      "project execution and control",
      "cyber security",
      "business acumen",
      "internal audit engagement execution",
      "professional standards",
      "professional and business ethics",
      "internal audit engagement planning",
      "auditor independence",
      "information gathering and analysis",
      "infocomm security and data privacy",
      "financial statements analysis",
      "due professional care",
      "business process analysis",
      "business innovation and improvement",
      "governance"
    ],
    "senior ip consultant / senior ip commercialisation manager / ip consultant / ip commercialisation manager": [
      "innovation management",
      "change management",
      "market research",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business opportunities development",
      "business environment analysis",
      "networking",
      "business data analysis",
      "business risk management",
      "business presentation delivery",
      "data visualisation",
      "organisational strategy and policy realisation",
      "project risk management",
      "people change management",
      "people and performance management",
      "manpower forecasting",
      "market entry strategy formulation",
      "technology incubation",
      "technology assessment",
      "intellectual property licencing",
      "intellectual property monetisation",
      "intellectual property intelligence",
      "intellectual property in research and development",
      "intellectual property commercialisation and exploitation",
      "intellectual property audit and due diligence",
      "contracts and agreements",
      "technology transfer"
    ],
    "senior ip legal associate / ip legal associate": [
      "change management",
      "business negotiation",
      "learning and development",
      "business opportunities development",
      "budgeting",
      "networking",
      "business data analysis",
      "people change management",
      "people and performance management",
      "organisational strategy and policy realisation",
      "registered design application",
      "trade mark application",
      "manpower forecasting",
      "intellectual property audit and due diligence",
      "copyright application",
      "contracts and agreements",
      "intellectual property enforcement"
    ],
    "senior ip manager / ip manager": [
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "vendor management",
      "networking",
      "business data analysis",
      "data visualisation",
      "people change management",
      "people and performance management",
      "organisational strategy and policy realisation",
      "manpower forecasting",
      "intellectual property strategy",
      "copyright application",
      "intellectual property audit and due diligence",
      "intellectual property management processes",
      "intellectual property intelligence",
      "patent practice",
      "intellectual property in business",
      "intellectual property enforcement",
      "contracts and agreements",
      "registered design application",
      "trade mark application",
      "intellectual property portfolio management"
    ],
    "senior ip paralegal / ip management associate": [
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "vendor management",
      "networking",
      "business data analysis",
      "data visualisation",
      "people change management",
      "people and performance management",
      "organisational strategy and policy realisation",
      "patent practice",
      "trade mark application",
      "registered design application",
      "contracts and agreements",
      "intellectual property audit and due diligence",
      "intellectual property enforcement",
      "intellectual property portfolio management",
      "intellectual property intelligence",
      "intellectual property in research and development",
      "intellectual property in business",
      "intellectual property management processes"
    ],
    "senior laboratory chemist": [
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "quality control management",
      "analytical method validation",
      "technical presentation",
      "procurement management",
      "yield analysis",
      "product testing management",
      "technical report writing",
      "non-conformance management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "sample management",
      "incident investigation management",
      "training, coaching and assessment management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior laboratory technician / technologist": [
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "analytical method validation",
      "staff management",
      "procurement management",
      "technical services management",
      "technical report writing",
      "product testing management",
      "materials qualification",
      "non-conformance management",
      "sample management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "training, coaching and assessment management",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior lead early intervention educator": [
      "resilience and self-care",
      "learning environment design",
      "child functional needs assessment",
      "interaction and relationship",
      "staff continuous learning",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "individualised intervention planning and implementation",
      "child observation",
      "health, hygiene and nutrition for children",
      "early intervention principles and practices",
      "early intervention curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "visioning and strategic planning"
    ],
    "senior lead early intervention teacher": [
      "stakeholder management",
      "resilience and self-care",
      "research design",
      "emergency response and crisis management",
      "professional consultation",
      "research data analysis",
      "research findings communication",
      "research into professional practice translation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "senior lead learning support educator": [
      "resilience and self-care",
      "learning environment design",
      "child observation",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "learning support session planning and implementation",
      "interaction and relationship",
      "child safety and protection",
      "health, hygiene and nutrition for children",
      "early intervention principles and practices",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child screening and assessment",
      "staff continuous learning"
    ],
    "senior learning support educator": [
      "resilience and self-care",
      "learning environment design",
      "child observation",
      "child safety and protection",
      "staff communication and engagement",
      "social service (early intervention) programme development and implementation",
      "situation management with families and community",
      "reflective practice for educators",
      "professional advice and engagement",
      "practitioner inquiry",
      "learning support session planning and implementation",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "family and caregiver engagement",
      "early intervention principles and practices",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child screening and assessment",
      "staff continuous learning"
    ],
    "senior level designer": [
      "project management",
      "narrative design",
      "research",
      "game concept design",
      "gameplay design",
      "level design"
    ],
    "senior machinist / senior technician": [
      "emergency response management",
      "internet of things management",
      "data synthesis",
      "quality system management",
      "additive manufacturing",
      "machining",
      "laser and optics application",
      "automated operation monitoring",
      "continuous process improvement",
      "embedded systems integration",
      "manufacturing process management",
      "equipment maintenance",
      "lean manufacturing",
      "non-destructive testing",
      "material joining",
      "surface preparation and protection",
      "precision measurement",
      "augmented reality application",
      "product and machine assembly",
      "geometric dimensioning and tolerancing",
      "automated system design",
      "cutting",
      "computer-aided manufacturing",
      "welding",
      "production line set-up",
      "virtual reality application",
      "cleanliness and contamination control",
      "pneumatic systems management",
      "plastic injection moulding",
      "computer-aided design",
      "hydraulic systems management",
      "automation systems maintenance",
      "workplace safety and health practice"
    ],
    "senior maintenance technician": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "procurement management",
      "staff management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "mechanical field maintenance management",
      "technical report writing",
      "inspection engineering management",
      "electrical field maintenance management",
      "training, coaching and assessment management",
      "asset integrity management",
      "plant turnaround management",
      "robotic and automation system maintenance",
      "process analyser maintenance management",
      "maintenance planning and scheduling",
      "instrumentation and control system maintenance management",
      "instrumentation and control field maintenance management",
      "incident investigation management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "manpower planning",
      "strategy planning",
      "conflict management",
      "corporate governance",
      "risk management",
      "people management",
      "strategy implementation",
      "workplace safety and health",
      "resilience and self-care",
      "emergency response and crisis management",
      "ethics, values and legislation",
      "quality and audit management",
      "social sector policy influence",
      "diversity awareness and management",
      "department performance management",
      "collaborative practices across disciplines and sectors",
      "technology application in counselling",
      "trends evaluation and application",
      "advocacy and representation"
    ],
    "senior manager / manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "strategy implementation",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "quality and audit management",
      "ethics, values and legislation",
      "social sector policy influence",
      "diversity awareness and management",
      "department performance management",
      "trends evaluation and application"
    ],
    "senior manufacturing engineer / senior production engineer (assembly)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "carbon footprint management",
      "continuous process improvement",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "manufacturing process management",
      "lean manufacturing",
      "automation process control",
      "product and machine assembly",
      "metallic material characterisation",
      "big data analytics",
      "material joining",
      "augmented reality application",
      "automated system design",
      "product lifecycle management",
      "propulsion principles application",
      "production line set-up",
      "propeller principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "sealants process",
      "surface preparation and protection for aerospace manufacturing",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "welding process",
      "piston engine principles application",
      "mathematical concepts application",
      "physics concepts application",
      "new engine build process application",
      "aviation legislation compliance",
      "jigs and fixtures design",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "aerodynamics principles application"
    ],
    "senior manufacturing engineer / senior production engineer (manufacturing)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "additive manufacturing",
      "quality system management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "carbon footprint management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "manufacturing process management",
      "lean manufacturing",
      "laser and optics application",
      "automation process control",
      "machining",
      "continuous process improvement",
      "metallic material characterisation",
      "automated system design",
      "augmented reality application",
      "material joining",
      "computer-aided manufacturing",
      "big data analytics",
      "cutting",
      "product lifecycle management",
      "production line set-up",
      "propeller principles application",
      "propulsion principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "coating",
      "aerospace materials and hardware selection",
      "sealants process",
      "aerospace heat treatment process",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "welding process",
      "piston engine principles application",
      "elastomer seals application",
      "physics concepts application",
      "non-metallic materials manufacturing",
      "electrical fundamentals application",
      "mathematical concepts application",
      "chemical processing",
      "jigs and fixtures design",
      "internet of things implementation",
      "human factors application and error management",
      "aerodynamics principles application",
      "digital techniques application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "aviation legislation compliance",
      "electronic fundamentals application",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "senior manufacturing planning executive": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "data synthesis",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "green manufacturing design and implementation",
      "enterprise database system administration",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "human factors application and error management",
      "mathematical concepts application",
      "aviation legislation compliance",
      "supplier management and capability development"
    ],
    "senior marine claims executive": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "continuous improvement management",
      "performance management",
      "corporate governance",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "data governance",
      "business process re-engineering",
      "regulatory compliance",
      "technology integration",
      "business requirements mapping",
      "ethical culture",
      "risk control and response planning",
      "cyber security",
      "marine insurance claims handling"
    ],
    "senior marine superintendent / marine superintendent": [
      "budgeting",
      "business continuity management",
      "learning and development",
      "financial management",
      "business planning",
      "service excellence",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "fleet procurement",
      "employee relations",
      "crisis communication",
      "crew management",
      "ship cyber security",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "ship safety management systems audit",
      "innovation"
    ],
    "senior marine surveyor / marine surveyor": [
      "service excellence",
      "networking",
      "risk compliance and governance",
      "business data analysis",
      "technology integration",
      "risk control and response planning",
      "resource management",
      "organisational strategy and policy realisation",
      "cyber security",
      "work at heights",
      "confined space work",
      "marine survey reporting",
      "marine incident and accident investigations",
      "innovation",
      "hull inspections",
      "ship propulsion inspections",
      "ship safety management systems audit"
    ],
    "senior master social worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "senior mechanical engineer / senior electrical engineer": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "continuous improvement management",
      "business development",
      "project feasibility assessment",
      "design thinking practice",
      "engineering safety standards interpretation",
      "quality system management",
      "people management",
      "building information modelling application",
      "technical presentation",
      "technical inspection",
      "equipment and systems testing",
      "data collection and analysis",
      "solar photovoltaic systems designs",
      "project cost",
      "project risk management",
      "equipment and systems installation and commissioning management",
      "critical thinking",
      "engineering drawing and design specifications",
      "engineering contract management",
      "site assessment and analysis",
      "design for safety",
      "solar photovoltaic energy assessment",
      "technology scanning",
      "regulatory submission and clearance",
      "natural ventilation design",
      "plumbing, sanitary, drainage and gas systems design",
      "air conditioning and mechanical ventilation system design",
      "lightning protection systems design",
      "lighting design optimisation",
      "lifts and escalators systems design",
      "life cycle costing and analysis",
      "integrated digital delivery application",
      "indoor environmental quality improvement",
      "analytics and computational modelling",
      "fire protection system design",
      "ethical climate",
      "electrical systems design",
      "design for manufacturing and assembly",
      "design for maintainability",
      "construction technology",
      "computational design",
      "building management system implementation and control",
      "green building strategy implementation"
    ],
    "senior ndt level 3 engineer (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "internet of things implementation",
      "aviation legislation compliance",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "engineering problem solving",
      "human factors application and error management"
    ],
    "senior ndt level 3 engineer (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "internet of things implementation",
      "aviation legislation compliance",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "engineering problem solving",
      "human factors application and error management"
    ],
    "senior ndt level 3 engineer (manufacturing)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "internet of things implementation",
      "aviation legislation compliance",
      "mathematical concepts application",
      "non-destructive testing management",
      "physics concepts application",
      "engineering problem solving",
      "human factors application and error management"
    ],
    "senior nurse clinician": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing productivity and innovation",
      "strategy management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "professional, legal and ethical healthcare practice",
      "performance management for nursing",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nursing research and statistics",
      "mobility and ambulation assistance in nursing",
      "nursing care for the deceased",
      "medication management in nursing",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical governance",
      "wound management in nursing"
    ],
    "senior nurse educator": [
      "change management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "curriculum design",
      "clinical teaching and supervision",
      "professional, legal and ethical healthcare practice",
      "strategy management",
      "service quality management",
      "quality improvement and safe practices",
      "programme evaluation",
      "programme delivery",
      "nursing research and statistics",
      "performance management for nursing",
      "clinical governance",
      "learner assessments",
      "inter-professional collaboration",
      "department financial management",
      "nursing productivity and innovation"
    ],
    "senior nurse manager": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "clinical governance",
      "clinical teaching and supervision",
      "department financial management",
      "inter-professional collaboration",
      "nursing manpower planning",
      "nursing productivity and innovation",
      "nursing research and statistics",
      "patient empowerment on self-care",
      "performance management for nursing",
      "professional, legal and ethical healthcare practice",
      "quality improvement and safe practices",
      "service quality management",
      "strategy management"
    ],
    "senior occupational therapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "learning needs analysis",
      "emergency response and crisis management",
      "reflective practice",
      "professional consultation",
      "programme evaluation",
      "programme design",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "analysis of research data",
      "research proposal development",
      "research translation",
      "service quality management",
      "strategy execution",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "workforce planning",
      "scientific writing and communication",
      "inventory management in rehabilitation therapy",
      "management of stakeholders",
      "assistive devices prescription in occupational therapy",
      "client advocacy",
      "client assessment for occupational therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "data collection and management",
      "department financial management",
      "effective client communication",
      "environmental assessment and modification for occupational therapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "infection control",
      "inter-professional collaboration",
      "intervention planning in occupational therapy",
      "workplace violence"
    ],
    "senior officer (flight control) / senior officer (crew scheduling)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "data analytics",
      "technology application",
      "process improvement and optimisation",
      "flight watching and flight following",
      "inclement weather operations and planning",
      "human factors management",
      "aircraft performance management",
      "airline crew scheduling",
      "flight performance data calculation",
      "flight disruptions and irregular operations management",
      "flight dispatch",
      "airport operations management",
      "airline operations management",
      "flight planning"
    ],
    "senior operations manager / senior production manager / senior manufacturing manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "asset management",
      "contract development and management",
      "quality system management",
      "production planning",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "data synthesis",
      "automation process control",
      "green manufacturing design and implementation",
      "cyber risk management",
      "lean manufacturing",
      "manufacturing process management",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "enterprise database system administration",
      "supply chain solutioning",
      "applied research and development management",
      "big data analytics",
      "audit and review management",
      "engineering problem solving",
      "supplier management and capability development",
      "production line set-up",
      "aviation legislation compliance",
      "new engine build process application",
      "internet of things implementation",
      "human factors application and error management",
      "engineering product design facilitation"
    ],
    "senior operations manager / senior technical manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business continuity planning",
      "strategy planning",
      "business performance management",
      "knowledge management",
      "risk compliance and governance",
      "robotics and automation application",
      "contract development and management",
      "asset management",
      "quality system management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "cyber risk management",
      "continuous process improvement",
      "artificial intelligence application",
      "carbon footprint management",
      "supply chain solutioning",
      "audit and review management",
      "big data analytics",
      "applied research and development management",
      "maintenance coordination",
      "enterprise database system administration",
      "internet of things implementation",
      "engineering problem solving",
      "predictive maintenance",
      "maintenance organisation structure management",
      "aviation legislation compliance",
      "supplier management and capability development",
      "human factors application and error management"
    ],
    "senior operator - linear media operations": [
      "emergency response management",
      "contract and vendor management",
      "workplace safety and health",
      "media file formats conformation",
      "content ingest operations",
      "master control room operations",
      "media content cataloguing",
      "media data management"
    ],
    "senior patent attorney / senior patent agent / patent attorney / patent agent": [
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "business opportunities development",
      "vendor management",
      "networking",
      "business data analysis",
      "data visualisation",
      "manpower forecasting",
      "organisational strategy and policy realisation",
      "patent claims and application drafting",
      "patent office action and infringements",
      "patent practice",
      "people and performance management",
      "people change management",
      "intellectual property audit and due diligence",
      "intellectual property intelligence",
      "intellectual property management processes",
      "intellectual property portfolio management"
    ],
    "senior pharmacy technician": [
      "change management",
      "continuous improvement management",
      "performance management",
      "workplace safety and health",
      "people management",
      "audit management",
      "medication safety",
      "non-sterile compounding",
      "sterile manufacturing of pharmaceutical products",
      "staff training management",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "pharmacy-only (p) medication sales",
      "pharmaceutical equipment maintenance",
      "patient education on use of prescribed drugs",
      "ambulatory care service support",
      "medication dispensing",
      "management of stakeholders",
      "inventory procurement for pharmacy support",
      "infection control",
      "excellence in service",
      "drug distribution and inventory management",
      "document management for pharmacy support",
      "billing procedure",
      "automated distribution management",
      "medication reconciliation in pharmacy support"
    ],
    "senior pharmacy technician executive (drug compounding and quality management)": [
      "change management",
      "continuous improvement management",
      "data analytics",
      "audit management",
      "people management",
      "workplace safety and health",
      "medication safety",
      "infection control",
      "management of stakeholders",
      "non-sterile compounding",
      "pharmaceutical equipment maintenance",
      "professional, legal and ethical healthcare practice",
      "sterile manufacturing of pharmaceutical products"
    ],
    "senior pharmacy technician executive (patient care services)": [
      "learning and development",
      "change management",
      "continuous improvement management",
      "audit management",
      "performance management",
      "workplace safety and health",
      "people management",
      "medication safety",
      "workforce planning",
      "staff training management",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "pharmacy-only (p) medication sales",
      "pharmaceutical equipment maintenance",
      "ambulatory care service support",
      "patient education on use of prescribed drugs",
      "medication dispensing",
      "management of stakeholders",
      "infection control",
      "excellence in service",
      "document management for pharmacy support",
      "billing procedure",
      "medication reconciliation in pharmacy support"
    ],
    "senior pharmacy technician executive (pharmacy it and supply chain)": [
      "change management",
      "data analytics",
      "audit management",
      "performance management",
      "vendor management",
      "workplace safety and health",
      "medication safety",
      "pharmacy information technology management",
      "automated distribution management",
      "clinical investigational drug management",
      "drug distribution and inventory management",
      "inventory procurement for pharmacy support",
      "management of stakeholders",
      "pharmaceutical equipment maintenance",
      "professional, legal and ethical healthcare practice"
    ],
    "senior physiotherapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "people management",
      "workplace safety and health",
      "learning needs analysis",
      "reflective practice",
      "professional consultation",
      "emergency response and crisis management",
      "therapy intervention implementation",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "research proposal development",
      "therapy intervention evaluation",
      "research translation",
      "scientific writing and communication",
      "workforce planning",
      "service quality management",
      "strategy execution",
      "therapeutic equipment prescription in physiotherapy",
      "therapy discharge planning",
      "analysis of research data",
      "inventory management in rehabilitation therapy",
      "management of stakeholders",
      "inter-professional collaboration",
      "case history taking in physiotherapy",
      "client advocacy",
      "client assessment for physiotherapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "data collection and management",
      "department financial management",
      "development on intervention plan for physiotherapy",
      "effective client communication",
      "environmental assessment and modification for physiotherapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "infection control",
      "workplace violence"
    ],
    "senior plan approval engineer": [
      "stakeholder management",
      "business negotiation",
      "service excellence",
      "engineering drawing, interpretation and management",
      "3d modelling",
      "engineering safety standards interpretation",
      "quality assurance",
      "regulatory compliance",
      "technology integration",
      "cyber security",
      "marine design customisation",
      "marine equipment material selection",
      "naval architecture calculations",
      "organisational strategy and policy realisation",
      "electrical design approval",
      "solution design thinking"
    ],
    "senior planning executive (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "quality system management",
      "condition-based assets monitoring management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "enterprise database system administration",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "mathematical concepts application",
      "aviation legislation compliance",
      "supplier management and capability development",
      "human factors application and error management"
    ],
    "senior planning executive (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "quality system management",
      "condition-based assets monitoring management",
      "production planning",
      "workplace safety and health framework development and implementation",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "maintenance coordination",
      "enterprise database system administration",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "mathematical concepts application",
      "aviation legislation compliance",
      "supplier management and capability development",
      "human factors application and error management"
    ],
    "senior planning executive (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "business performance management",
      "knowledge management",
      "robotics and automation application",
      "asset management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "carbon footprint management",
      "enterprise database system administration",
      "maintenance coordination",
      "big data analytics",
      "supply chain solutioning",
      "warehouse inventory control and audit",
      "internet of things implementation",
      "mathematical concepts application",
      "aviation legislation compliance",
      "supplier management and capability development",
      "human factors application and error management"
    ],
    "senior preschool educator": [
      "resilience and self-care",
      "learning environment design",
      "centre innovation and change adoption",
      "family and caregiver engagement",
      "staff communication and engagement",
      "situation management with families and community",
      "responsive caregiving approaches",
      "reflective practice for educators",
      "practitioner inquiry",
      "interaction and relationship",
      "health, hygiene and nutrition for children",
      "early childhood programme planning",
      "child development assessment",
      "early childhood pedagogical practice",
      "early childhood curriculum design",
      "diversity and inclusion",
      "data and information management",
      "community partnership",
      "collaborative practices with stakeholders across disciplines",
      "coaching and mentoring for educators",
      "child safety and protection",
      "child observation",
      "staff continuous learning"
    ],
    "senior principal counsellor": [
      "stakeholder management",
      "conflict management",
      "report writing",
      "resilience and self-care",
      "professional consultation",
      "research into professional practice translation",
      "advocacy and representation",
      "technology application in counselling",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "social policy development",
      "reflexive practice",
      "group work intervention",
      "case and care planning",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "counselling intervention",
      "counselling assessment",
      "collaborative practices across disciplines and sectors",
      "clinical supervision",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "senior principal occupational therapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "risk management",
      "strategy development",
      "workplace safety and health",
      "audit management",
      "people management",
      "learning needs analysis",
      "professional consultation",
      "reflective practice",
      "emergency response and crisis management",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "assistive devices prescription in occupational therapy",
      "service quality management",
      "strategy execution",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "management of stakeholders",
      "infection control",
      "intervention planning in occupational therapy",
      "clinical services development",
      "client advocacy",
      "client assessment for occupational therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical incident management in rehabilitation therapy",
      "clinical records documentation and management",
      "clinical teaching and supervision",
      "inter-professional collaboration",
      "effective client communication",
      "environmental assessment and modification for occupational therapy",
      "goal setting in rehabilitation therapy",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "workplace violence"
    ],
    "senior principal occupational therapy educator": [
      "change management",
      "continuous improvement management",
      "performance management",
      "strategy development",
      "audit management",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "senior principal occupational therapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "people management",
      "workplace safety and health",
      "learning needs analysis",
      "emergency response and crisis management",
      "department financial management",
      "reflective practice",
      "infection control",
      "inter-professional collaboration",
      "inventory management in rehabilitation therapy",
      "individual and cultural diversity",
      "management of stakeholders",
      "health promotion",
      "professional, legal and ethical healthcare practice",
      "clinical services development",
      "service quality management",
      "clinical governance",
      "strategy execution",
      "workforce planning"
    ],
    "senior principal occupational therapy researcher": [
      "change management",
      "project management",
      "risk management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "analysis of research data",
      "research proposal development",
      "scientific writing and communication",
      "research translation",
      "professional, legal and ethical healthcare practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "strategy execution"
    ],
    "senior principal physiotherapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "strategy development",
      "audit management",
      "people management",
      "professional consultation",
      "reflective practice",
      "service quality management",
      "infection control",
      "therapeutic equipment prescription in physiotherapy",
      "therapy discharge planning",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "management of stakeholders",
      "inter-professional collaboration",
      "health promotion",
      "individual and cultural diversity",
      "case history taking in physiotherapy",
      "group therapy planning and implementation",
      "goal setting in rehabilitation therapy",
      "environmental assessment and modification for physiotherapy",
      "effective client communication",
      "development on intervention plan for physiotherapy",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical records documentation and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "client education in rehabilitation therapy",
      "client assessment for physiotherapy",
      "client advocacy",
      "workplace violence"
    ],
    "senior principal physiotherapy educator": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "strategy development",
      "people management",
      "audit management",
      "learning needs analysis",
      "reflective practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "individual and cultural diversity",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "senior principal physiotherapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "department financial management",
      "emergency response and crisis management",
      "reflective practice",
      "professional, legal and ethical healthcare practice",
      "workforce planning",
      "strategy execution",
      "service quality management",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "inter-professional collaboration",
      "infection control",
      "individual and cultural diversity",
      "clinical services development",
      "clinical records documentation and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "workplace violence"
    ],
    "senior principal physiotherapy researcher": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "programme design",
      "strategy execution",
      "scientific writing and communication",
      "research translation",
      "research proposal development",
      "analysis of research data",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "management of stakeholders",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "client advocacy",
      "workforce planning"
    ],
    "senior principal psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "senior principal psychologist educator": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "learning framework development",
      "learning programme delivery",
      "learning programme design",
      "learning programme evaluation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior principal research psychologist": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior principal researcher / principal researcher": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior principal speech therapist (clinical)": [
      "change management",
      "project management",
      "continuous improvement management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "learning needs analysis",
      "reflective practice",
      "professional consultation",
      "clinical services development",
      "programme delivery",
      "client advocacy",
      "therapy intervention implementation",
      "therapy intervention evaluation",
      "therapy discharge planning",
      "therapeutic equipment prescription in speech therapy",
      "client assessment for speech therapy",
      "research translation",
      "client education in rehabilitation therapy",
      "programme evaluation",
      "programme design",
      "professional, legal and ethical healthcare practice",
      "clinical teaching and supervision",
      "management of stakeholders",
      "clinical governance",
      "intervention planning in speech therapy",
      "inter-professional collaboration",
      "infection control",
      "individual and cultural diversity",
      "health promotion",
      "group therapy planning and implementation",
      "effective client communication",
      "clinical records documentation and management",
      "workplace violence"
    ],
    "senior principal speech therapy educator": [
      "change management",
      "continuous improvement management",
      "strategy development",
      "people management",
      "learning needs analysis",
      "reflective practice",
      "professional, legal and ethical healthcare practice",
      "programme evaluation",
      "programme design",
      "programme delivery",
      "management of stakeholders",
      "clinical governance",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "health promotion",
      "clinical teaching and supervision",
      "strategy execution"
    ],
    "senior principal speech therapy manager": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "risk management",
      "strategy development",
      "audit management",
      "workplace safety and health",
      "people management",
      "emergency response and crisis management",
      "department financial management",
      "professional consultation",
      "reflective practice",
      "health promotion",
      "clinical services development",
      "client advocacy",
      "workforce planning",
      "strategy execution",
      "clinical governance",
      "service quality management",
      "clinical incident management in rehabilitation therapy",
      "programme design",
      "programme evaluation",
      "individual and cultural diversity",
      "professional, legal and ethical healthcare practice",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "inter-professional collaboration",
      "infection control",
      "workplace violence"
    ],
    "senior principal speech therapy researcher": [
      "change management",
      "project management",
      "continuous improvement management",
      "risk management",
      "strategy development",
      "learning needs analysis",
      "reflective practice",
      "analysis of research data",
      "scientific writing and communication",
      "research translation",
      "research proposal development",
      "management of stakeholders",
      "professional, legal and ethical healthcare practice",
      "inter-professional collaboration",
      "individual and cultural diversity",
      "data collection and management",
      "clinical incident management in rehabilitation therapy",
      "clinical governance",
      "strategy execution"
    ],
    "senior process engineer": [
      "change management",
      "innovation management",
      "project management",
      "internet of things management",
      "learning and development",
      "continuous improvement management",
      "conflict management",
      "data and statistical analytics",
      "enterprise risk management",
      "data analytics system design",
      "organisational analysis",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "workplace safety and health system management",
      "environmental management system framework development and implementation",
      "audit management",
      "data synthesis",
      "robotic and automation technology application",
      "process optimisation",
      "organisational strategising",
      "manufacturing process management",
      "technical presentation",
      "procurement management",
      "yield analysis",
      "continuous process improvement",
      "commissioning and start-up management",
      "effectiveness management",
      "technical report writing",
      "engineering management of change",
      "process unit and utilities operations management",
      "engineering project management",
      "process operations troubleshooting",
      "quality systems management",
      "process control",
      "plant economic modelling",
      "failure analysis",
      "crisis situations management",
      "training, coaching and assessment management",
      "standard operating procedure development and implementation",
      "safety integrity levels management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management",
      "major hazard installation safety case management",
      "process safety management framework development and implementation",
      "incident investigation management",
      "process plant and equipment integrity management",
      "process engineering design",
      "process development management",
      "factory system management",
      "operations reporting protocol application",
      "operation management",
      "front-end engineering design management",
      "non-conformance management"
    ],
    "senior process safety engineer": [
      "change management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "engineering safety standards interpretation",
      "robotic and automation technology application",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "data analytics system design",
      "commissioning and start-up management",
      "technical presentation",
      "process optimisation",
      "engineering project management",
      "engineering management of change",
      "technical report writing",
      "process control",
      "process operations troubleshooting",
      "safe system of work development and implementation",
      "training, coaching and assessment management",
      "safety integrity levels management",
      "operations reporting protocol application",
      "process safety management framework development and implementation",
      "process plant and equipment integrity management",
      "process engineering design",
      "major hazard installation safety case management",
      "front-end engineering design management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior process technician": [
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "data and statistical analytics",
      "engineering drawing, interpretation and management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "third party management",
      "staff management",
      "procurement management",
      "technical report writing",
      "safe system of work development and implementation",
      "process unit and utilities operations management",
      "process operations troubleshooting",
      "control room operations management",
      "sample management",
      "process equipment preparation for mechanical work",
      "standard operating procedure development and implementation",
      "operations reporting protocol application",
      "incident investigation management",
      "training, coaching and assessment management",
      "feedstock and product transfer operations management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior procurement executive": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "crisis management",
      "workplace safety and health performance management",
      "project feasibility assessment",
      "vendor management",
      "contract development and management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "financial planning",
      "technical writing",
      "procurement performance monitoring",
      "business proposal writing",
      "procurement coordination and policy development",
      "staff performance management",
      "big data analytics",
      "manpower forecasting",
      "financial budgeting",
      "operational risk management",
      "project coordination",
      "organisational performance management",
      "project quality management",
      "opportunity development",
      "material inspection",
      "manufacturing workflow management",
      "continuous quality improvement"
    ],
    "senior producer / producer - current affairs": [
      "production planning and scheduling",
      "fundraising and sponsorships",
      "media law and compliance",
      "production budget management",
      "news editing",
      "news story development",
      "news story research",
      "production operations",
      "social media content creation and management"
    ],
    "senior producer / producer - news": [
      "media law and compliance",
      "news bulletin production",
      "news editing",
      "news story development",
      "news story research",
      "production operations",
      "social media content creation and management"
    ],
    "senior product engineer": [
      "innovation management",
      "learning and development",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "audit management",
      "workplace safety and health system management",
      "product testing",
      "organisational strategising",
      "manufacturing process design",
      "effectiveness management",
      "data analytics system design",
      "continuous process improvement",
      "yield analysis",
      "failure analysis",
      "new product introduction",
      "production resource management",
      "quality systems management",
      "factory system management",
      "material qualification",
      "metrology management",
      "operation management",
      "crisis situations management"
    ],
    "senior product manager": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "learning and development",
      "data analytics",
      "strategy planning",
      "performance management",
      "manpower planning",
      "business development",
      "customer experience management",
      "business performance management",
      "partnership management",
      "business environment analysis",
      "demand analysis",
      "user experience design",
      "emerging technology synthesis",
      "networking",
      "product management",
      "strategy implementation",
      "business innovation",
      "user interface design",
      "pricing strategy",
      "design thinking practice",
      "design concepts generation",
      "business needs analysis",
      "people and performance management",
      "portfolio management",
      "business agility"
    ],
    "senior production engineer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "systems integration",
      "intellectual property management",
      "additive manufacturing",
      "business presentation delivery",
      "financial planning",
      "structural testing",
      "technical writing",
      "programme management",
      "laser and optics application",
      "technical inspection",
      "procurement coordination and policy development",
      "staff performance management",
      "financial budgeting",
      "operational risk management",
      "non-destructive testing",
      "naval architecture calculations",
      "marine equipment material selection",
      "big data analytics",
      "marine design customisation",
      "interface management",
      "value engineering",
      "quality systems management",
      "system architecture design",
      "computer numeric control operations",
      "system configuration management",
      "component assembly",
      "commissioning coordination",
      "opportunity development",
      "quality engineering integration",
      "organisational performance management",
      "material inspection",
      "continuous quality improvement",
      "marine engineering calculations",
      "manufacturing workflow management",
      "launch planning and management",
      "electrical testing",
      "instrumentation and control system design",
      "installation planning and execution",
      "marine equipment and system maintenance"
    ],
    "senior production manager": [
      "project management",
      "continuous improvement management",
      "manpower planning",
      "technology application",
      "automation process control",
      "systems thinking",
      "asset management",
      "good manufacturing practices implementation",
      "workplace safety and health framework development and implementation",
      "test planning",
      "robotic and automation technology application",
      "quality system management",
      "production planning and scheduling",
      "process improvement and optimisation",
      "additive manufacturing",
      "engineering safety standards interpretation",
      "condition-based assets monitoring management",
      "procurement coordination and policy development",
      "manufacturing process management",
      "automated operation monitoring",
      "technical writing",
      "building information modelling application",
      "commissioning and start-up management",
      "process optimisation",
      "yield analysis",
      "lean manufacturing",
      "equipment and systems testing",
      "installation and assembly",
      "engineering management of change",
      "maintenance strategy development",
      "automated equipment and control systems configuration",
      "warehouse space utilisation",
      "value engineering",
      "value analysis",
      "transportation route and schedule planning",
      "technology scanning",
      "automated process design",
      "equipment qualification",
      "engineering support management",
      "project risk management",
      "production resource management",
      "equipment and systems installation and commissioning management",
      "process unit and utilities operations management",
      "process operations troubleshooting",
      "plant economic modelling",
      "manufacturing systems operation and control",
      "facilities shut-down and re-start",
      "integrated digital delivery application",
      "construction technology",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "senior project engineer": [
      "change management",
      "stakeholder management",
      "business negotiation",
      "emergency response management",
      "service excellence",
      "crisis management",
      "technology application",
      "project feasibility assessment",
      "workplace safety and health performance management",
      "vendor management",
      "contract development and management",
      "workplace safety and health culture development",
      "process improvement and optimisation",
      "business presentation delivery",
      "technical writing",
      "technical inspection",
      "business proposal writing",
      "financial planning",
      "risk management and administration",
      "programme management",
      "value engineering",
      "staff performance management",
      "quality systems management",
      "project risk management",
      "operational risk management",
      "big data analytics",
      "naval architecture calculations",
      "manpower forecasting",
      "financial budgeting",
      "organisational performance management",
      "environmental protection management",
      "warehousing / cargo-related occupational health and safety management",
      "commissioning coordination",
      "component assembly",
      "continuous quality improvement",
      "engineering installation design",
      "logistics solution design thinking",
      "project coordination",
      "manufacturing workflow management",
      "marine engineering calculations",
      "quality engineering integration",
      "project quality management",
      "autonomous logistics design and application",
      "automation design"
    ],
    "senior project manager": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "emergency response management",
      "continuous improvement management",
      "manpower planning",
      "technology application",
      "project feasibility assessment",
      "workplace safety and health culture development",
      "asset management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "incident and accident investigation",
      "people management",
      "quality system management",
      "technical writing",
      "building information modelling application",
      "procurement coordination and policy development",
      "project risk management",
      "value engineering",
      "technology scanning",
      "critical thinking",
      "design for safety",
      "dispute resolution",
      "project cost",
      "engineering contract management",
      "data collection and analysis",
      "design for maintainability",
      "regulatory submission and clearance",
      "integrated digital delivery application",
      "construction technology",
      "green building strategy implementation",
      "workflow management",
      "design for manufacturing and assembly"
    ],
    "senior project manager (construction) / project manager (construction)": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "business development",
      "manpower planning",
      "business performance management",
      "technology application",
      "project feasibility assessment",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "quality system management",
      "people management",
      "workplace safety and health framework development and implementation",
      "equipment and systems testing",
      "building information modelling application",
      "technical writing",
      "technical inspection",
      "data collection and analysis",
      "value engineering",
      "transportation route and schedule planning",
      "technology scanning",
      "critical thinking",
      "site assessment and analysis",
      "project risk management",
      "design for safety",
      "dispute resolution",
      "engineering contract management",
      "equipment and systems installation and commissioning management",
      "regulatory submission and clearance",
      "green building strategy implementation",
      "design for maintainability",
      "design for manufacturing and assembly",
      "workflow management",
      "construction technology",
      "integrated digital delivery application"
    ],
    "senior psychologist": [
      "stakeholder management",
      "report writing",
      "resilience and self-care",
      "emergency response and crisis management",
      "professional consultation",
      "research design",
      "research data analysis",
      "collaborative practices across disciplines and sectors",
      "social sector policy influence",
      "research data collection and management",
      "psychological intervention",
      "reflexive practice",
      "diversity awareness and management",
      "psychological formulation",
      "psychological assessment",
      "practice supervision",
      "practice evaluation",
      "ethics, values and legislation",
      "trends evaluation and application"
    ],
    "senior qa engineer": [
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "quality control management",
      "technical presentation",
      "audit and review management",
      "technical report writing",
      "materials qualification",
      "training, coaching and assessment management",
      "non-conformance management",
      "laboratory data reporting and analysis management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior quality assurance / quality control engineer": [
      "stakeholder management",
      "change management",
      "business negotiation",
      "emergency response management",
      "crisis management",
      "service excellence",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "business presentation delivery",
      "technical writing",
      "programme management",
      "technical inspection",
      "financial planning",
      "structural testing",
      "value engineering",
      "staff performance management",
      "quality systems management",
      "big data analytics",
      "operational risk management",
      "non-destructive testing",
      "manpower forecasting",
      "financial budgeting",
      "naval architecture calculations",
      "organisational performance management",
      "quality engineering integration",
      "material inspection",
      "marine engineering calculations",
      "manufacturing workflow management",
      "electrical testing",
      "continuous quality improvement",
      "commissioning coordination"
    ],
    "senior quality assurance manager / senior quality control manager / senior planner": [
      "continuous improvement management",
      "manpower planning",
      "quality assurance management",
      "asset management",
      "quality system management",
      "condition-based assets monitoring management",
      "test planning",
      "quality control management",
      "process improvement and optimisation",
      "engineering safety standards interpretation",
      "production planning and scheduling",
      "good manufacturing practices implementation",
      "product testing",
      "process validation",
      "audit management",
      "workplace safety and health framework development and implementation",
      "technical writing",
      "process optimisation",
      "analytical method validation",
      "automation process control",
      "process control",
      "process monitoring",
      "materials qualification",
      "maintenance strategy development",
      "product testing management",
      "equipment and systems installation and commissioning management",
      "production resource management",
      "engineering management of change",
      "computerised systems validation",
      "warehouse space utilisation",
      "plant economic modelling",
      "integrated digital delivery application",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "senior quality engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "internet of things management",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "workplace safety and health system management",
      "product testing",
      "audit management",
      "data synthesis",
      "effectiveness management",
      "data analytics system design",
      "organisational strategising",
      "continuous process improvement",
      "yield analysis",
      "failure analysis",
      "quality systems management",
      "factory system management",
      "metrology management",
      "operation management",
      "crisis situations management",
      "quality control and assurance",
      "quality process control"
    ],
    "senior quality engineer (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "carbon footprint management",
      "geometric dimensioning and tolerancing",
      "big data analytics",
      "precision measurement",
      "audit and review management",
      "propulsion principles application",
      "propeller principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "physics concepts application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "image processing and industrial vision inspection",
      "human factors application and error management",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "senior quality engineer (aircraft maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "artificial intelligence application",
      "green manufacturing design and implementation",
      "carbon footprint management",
      "geometric dimensioning and tolerancing",
      "big data analytics",
      "precision measurement",
      "audit and review management",
      "propulsion principles application",
      "propeller principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "non-metallic materials testing",
      "physics concepts application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "image processing and industrial vision inspection",
      "human factors application and error management",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "senior quality engineer (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business performance management",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "geometric dimensioning and tolerancing",
      "audit and review management",
      "big data analytics",
      "precision measurement",
      "electronic fundamentals application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "mathematical concepts application",
      "physics concepts application",
      "electrical fundamentals application",
      "internet of things implementation",
      "digital techniques application",
      "image processing and industrial vision inspection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "aerodynamics principles application"
    ],
    "senior quality engineer (manufacturing)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business performance management",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "geometric dimensioning and tolerancing",
      "audit and review management",
      "big data analytics",
      "precision measurement",
      "electronic fundamentals application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "aviation legislation compliance",
      "propulsion principles application",
      "propeller principles application",
      "piston engine principles application",
      "mathematical concepts application",
      "physics concepts application",
      "electrical fundamentals application",
      "internet of things implementation",
      "digital techniques application",
      "image processing and industrial vision inspection",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "aerodynamics principles application"
    ],
    "senior quantity surveyor / senior contracts manager / senior cost manager": [
      "stakeholder management",
      "business negotiation",
      "continuous improvement management",
      "business development",
      "technology application",
      "project feasibility assessment",
      "design thinking practice",
      "people management",
      "building information modelling application",
      "procurement coordination and policy development",
      "technical writing",
      "technical presentation",
      "technology scanning",
      "research and information synthesis",
      "project risk management",
      "project cost",
      "value engineering",
      "dispute resolution",
      "data collection and analysis",
      "critical thinking",
      "measurement of building and construction works",
      "integrated digital delivery application",
      "ethical climate",
      "design for manufacturing and assembly",
      "contract administration and management",
      "construction technology",
      "life cycle costing and analysis"
    ],
    "senior r&d chemist": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "quality control management",
      "procurement management",
      "technical presentation",
      "product testing management",
      "product design and development",
      "applied research and development management",
      "materials qualification",
      "technical report writing",
      "sample management",
      "training, coaching and assessment management",
      "process development management",
      "business networking management",
      "laboratory operations management",
      "laboratory equipment maintenance and calibration management",
      "laboratory data reporting and analysis management",
      "continuing professional development management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior regulations and trade controls analyst / regulations and trade controls analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "systems thinking application",
      "fraud risk management",
      "internal controls",
      "international trade legislation compliance",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "market risk management",
      "resource management",
      "solutions design thinking"
    ],
    "senior repair engineer / senior process engineer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "carbon footprint management",
      "maintenance coordination",
      "big data analytics",
      "augmented reality application",
      "propulsion principles application",
      "piston engine principles application",
      "predictive maintenance",
      "propeller principles application",
      "composite structures design and maintenance",
      "physics concepts application",
      "aerospace materials and hardware selection",
      "sealants process",
      "aerospace maintenance practices application",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "welding process",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "mathematical concepts application",
      "non-metallic materials testing",
      "coating",
      "maintenance organisation structure management",
      "aviation legislation compliance",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace heat treatment process",
      "gas turbine engine principles application",
      "engineering problem solving",
      "chemical processing",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "elastomer seals application",
      "digital techniques application",
      "aerodynamics principles application"
    ],
    "senior reporter / senior correspondent - news (visual journalism)": [
      "production planning and scheduling",
      "media law and compliance",
      "production budget management",
      "news delivery and presentation",
      "news editing",
      "news story development",
      "news story research",
      "social media content creation and management"
    ],
    "senior research associate": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior research psychologist": [
      "stakeholder management",
      "research data analysis",
      "research design",
      "research findings communication",
      "research into professional practice translation",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "research data collection and management",
      "social sector policy influence",
      "trends evaluation and application"
    ],
    "senior risk analyst / risk analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "emergency response management",
      "learning and development",
      "business continuity planning",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "systems thinking application",
      "internal controls",
      "technology integration",
      "fraud risk management",
      "effectiveness management",
      "data mining and modelling",
      "market risk management",
      "resource management",
      "hazards and risk identification and management",
      "operations risk management",
      "solutions design thinking"
    ],
    "senior security engineer / security engineer": [
      "strategy planning",
      "emerging technology synthesis",
      "strategy implementation",
      "business needs analysis",
      "cyber risk management",
      "infrastructure design",
      "security governance",
      "cyber and data breach incident management",
      "network security",
      "security administration",
      "security architecture",
      "security programme management"
    ],
    "senior security officer": [
      "stakeholder management",
      "robotics and automation application",
      "access control management",
      "security surveillance management",
      "threat observation",
      "documentation",
      "security escort",
      "arrestation",
      "self-defence",
      "crowd and traffic control management",
      "security screening management",
      "security risk analysis",
      "security operation compliance",
      "deterrence",
      "environment observation",
      "media storage record maintenance",
      "alarm system management",
      "incident response",
      "guard and patrol",
      "first-aid",
      "executive protection",
      "information collection"
    ],
    "senior security supervisor": [
      "stakeholder management",
      "manpower planning",
      "performance management",
      "robotics and automation application",
      "security surveillance management",
      "access control management",
      "documentation",
      "executive protection",
      "guard and patrol",
      "incident response",
      "alarm system management",
      "contingency management",
      "media storage record maintenance",
      "conflict resolution management",
      "confidentiality management",
      "security event management",
      "security operation compliance",
      "security risk analysis",
      "security screening management",
      "capability development",
      "information collection"
    ],
    "senior server programmer": [
      "database administration",
      "game analytics",
      "game level development",
      "game server programming",
      "gameplay development",
      "tools development"
    ],
    "senior shipping analyst": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "strategy planning",
      "business performance management",
      "demand analysis",
      "organisational analysis",
      "market profiling",
      "business data analysis",
      "business presentation delivery",
      "systems thinking application",
      "benchmarking",
      "data mining and modelling",
      "technology integration",
      "risk control and response planning",
      "cyber security",
      "solution design thinking",
      "innovation"
    ],
    "senior social worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "senior special care oral health therapist": [
      "dental inventory maintenance and management",
      "infection control",
      "treatment implementation in oral health therapy"
    ],
    "senior speech therapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "strategy development",
      "workplace safety and health",
      "people management",
      "audit management",
      "learning needs analysis",
      "professional consultation",
      "reflective practice",
      "research proposal development",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "analysis of research data",
      "research translation",
      "professional, legal and ethical healthcare practice",
      "service quality management",
      "strategy execution",
      "therapeutic equipment prescription in speech therapy",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "workforce planning",
      "scientific writing and communication",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "intervention planning in speech therapy",
      "client advocacy",
      "client assessment for speech therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "data collection and management",
      "department financial management",
      "effective client communication",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "infection control",
      "inter-professional collaboration",
      "workplace violence"
    ],
    "senior staff nurse": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "care transition in nursing",
      "nursing manpower planning",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing research and statistics",
      "nursing productivity and innovation",
      "nursing care for the deceased",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "learner assessments",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "clinical governance",
      "wound management in nursing"
    ],
    "senior station manager / station manager / deputy station manager": [
      "innovation management",
      "service excellence",
      "continuous improvement management",
      "report writing",
      "workplace safety and health culture development",
      "workplace first-aid",
      "people development",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace and facilities safety management",
      "train station operations management",
      "train fare and ticket management",
      "track access management",
      "civil emergency management",
      "security management",
      "rail regulatory compliance",
      "rail incident management",
      "rail emergency response management",
      "passenger train operations",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "crowd management",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior superintendent": [
      "innovation management",
      "change management",
      "learning and development",
      "internet of things management",
      "enterprise risk management",
      "audit management",
      "data synthesis",
      "workplace safety and health system management",
      "effectiveness management",
      "hazards and risk control, and policy management",
      "data analytics system design",
      "continuous process improvement",
      "production performance management",
      "production resource management",
      "quality systems management",
      "crisis situations management",
      "quality control and assurance",
      "solutioning"
    ],
    "senior technical service engineer": [
      "innovation management",
      "change management",
      "project management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "workplace safety and health framework development and implementation",
      "quality control management",
      "technical presentation",
      "materials qualification",
      "product design and development",
      "product testing management",
      "technical services management",
      "technical report writing",
      "training, coaching and assessment management",
      "business networking management",
      "strategic service excellence management",
      "sample management",
      "laboratory operations management",
      "laboratory data reporting and analysis management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "senior technical service engineer (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "carbon footprint management",
      "green manufacturing design and implementation",
      "artificial intelligence application",
      "lean manufacturing",
      "big data analytics",
      "maintenance coordination",
      "physics concepts application",
      "propulsion principles application",
      "propeller principles application",
      "predictive maintenance",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "internet of things implementation",
      "human factors application and error management",
      "aerospace materials and hardware selection",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "senior technical specialist": [
      "innovation management",
      "continuous improvement management",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "maintenance scheduling",
      "inventory management",
      "work at heights",
      "equipment maintenance and housekeeping",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace and facilities safety management",
      "bus air-conditioning systems maintenance",
      "internet of things application",
      "bus body work maintenance",
      "heavy lifting machinery operation",
      "bus steering and suspension systems maintenance",
      "bus regulatory compliance",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "bus brake systems maintenance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technical superintendent / technical superintendent": [
      "market research",
      "budgeting",
      "business continuity management",
      "learning and development",
      "financial management",
      "business planning",
      "service excellence",
      "crisis management",
      "manpower planning",
      "risk compliance and governance",
      "networking",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "fleet procurement",
      "employee relations",
      "dry dock project management",
      "crisis communication",
      "crew management",
      "ship compliance management",
      "ship cyber security",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "innovation"
    ],
    "senior technician": [
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "bus air-conditioning systems maintenance",
      "work at heights",
      "bus body work maintenance",
      "equipment maintenance and housekeeping",
      "bus steering and suspension systems maintenance",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "bus brake systems maintenance",
      "bus regulatory compliance",
      "bus recovery and towing",
      "heavy lifting machinery operation",
      "internet of things application",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (assembly)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "manufacturing process management",
      "product and machine assembly",
      "precision measurement",
      "material joining",
      "automated system design",
      "augmented reality application",
      "geometric dimensioning and tolerancing",
      "internet of things implementation",
      "human factors application and error management",
      "engines and components handling, inspection and packing",
      "mathematical concepts application",
      "physics concepts application",
      "engine rigging and de-rigging",
      "engine cleaning",
      "production line set-up",
      "electrical termination, connection and measurement",
      "elastomer seals application",
      "sealants process",
      "visual testing",
      "welding process",
      "aviation legislation compliance",
      "workshop practices application"
    ],
    "senior technician (automatic fare collection)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "automatic fare collection gate maintenance",
      "automatic fare collection auxiliary systems maintenance",
      "equipment maintenance and housekeeping",
      "automatic fare collection sales device maintenance",
      "rail regulatory compliance",
      "internet of things application",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (avionics)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "augmented reality application",
      "automated system design",
      "precision measurement",
      "maintenance coordination",
      "aerospace maintenance practices application",
      "visual testing",
      "physics concepts application",
      "mathematical concepts application",
      "human factors application and error management",
      "internet of things implementation",
      "aircraft communication systems maintenance",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "aviation legislation compliance",
      "aircraft navigation and automated flight systems maintenance",
      "aircraft instrument systems maintenance",
      "aircraft electrical systems maintenance",
      "workshop practices application"
    ],
    "senior technician (component repair & overhaul - avionics)": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "precision measurement",
      "augmented reality application",
      "automated system design",
      "maintenance coordination",
      "internet of things implementation",
      "visual testing",
      "physics concepts application",
      "mathematical concepts application",
      "aerospace maintenance practices application",
      "human factors application and error management",
      "aircraft batteries maintenance",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "aviation legislation compliance",
      "aircraft sensing components maintenance",
      "aircraft navigation and radar equipment maintenance",
      "aircraft instruments maintenance",
      "aircraft electrical equipment and accessories maintenance",
      "aircraft communication components maintenance",
      "workshop practices application"
    ],
    "senior technician (component repair & overhaul - mechanical)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "maintenance coordination",
      "automated system design",
      "augmented reality application",
      "sealants process",
      "sheet metal structures maintenance",
      "non-destructive testing (infrared inspection)",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "physics concepts application",
      "non-metallic materials testing",
      "non-destructive testing (vibration analysis)",
      "visual testing",
      "welding process",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (magnetic particle inspection)",
      "non-destructive testing (liquid penetrant inspection)",
      "aerospace maintenance practices application",
      "non-destructive testing (eddy current inspection)",
      "nacelle mechanical structures maintenance",
      "aircraft landing gears maintenance",
      "aircraft pneumatic components maintenance",
      "aircraft wheels and brakes maintenance",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "composite structures design and maintenance",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "electrical wiring interconnection systems maintenance",
      "fuel accessories components maintenance",
      "human factors application and error management",
      "internet of things implementation",
      "aircraft hydraulic components maintenance",
      "mathematical concepts application",
      "workshop practices application"
    ],
    "senior technician (engine / engine component repair & overhaul)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "machining",
      "geometric dimensioning and tolerancing",
      "maintenance coordination",
      "augmented reality application",
      "precision measurement",
      "automated system design",
      "non-metallic materials testing",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (vibration analysis)",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "physics concepts application",
      "welding process",
      "visual testing",
      "non-destructive testing (liquid penetrant inspection)",
      "sealants process",
      "sheet metal structures maintenance",
      "non-destructive testing (magnetic particle inspection)",
      "aerospace heat treatment process",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "aircraft electrical equipment and accessories maintenance",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "engine cleaning",
      "engine component parts inspection",
      "engine disassembly and assembly",
      "engine rigging and de-rigging",
      "engines and components handling, inspection and packing",
      "human factors application and error management",
      "internet of things implementation",
      "aerospace maintenance practices application",
      "mathematical concepts application",
      "workshop practices application"
    ],
    "senior technician (engineering train)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "robotics and automation application",
      "report writing",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "locomotive maintenance",
      "multi-function vehicle maintenance",
      "rail grinding vehicle maintenance",
      "heavy crane vehicle maintenance",
      "equipment maintenance and housekeeping",
      "track tamping vehicle maintenance",
      "wagon maintenance",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "rail regulatory compliance",
      "workplace and facilities safety management",
      "internet of things application",
      "heavy lifting machinery operation",
      "engineering train and rolling stock operation",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (manufacturing)": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "manufacturing process management",
      "machining",
      "continuous process improvement",
      "lean manufacturing",
      "laser and optics application",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "material joining",
      "augmented reality application",
      "cutting",
      "computer-aided manufacturing",
      "automated system design",
      "engine cleaning",
      "non-metallic materials manufacturing",
      "welding process",
      "visual testing",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "sealants process",
      "aviation legislation compliance",
      "production line set-up",
      "chemical processing",
      "physics concepts application",
      "non-metallic materials testing",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (vibration analysis)",
      "human factors application and error management",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (magnetic particle inspection)",
      "non-destructive testing (liquid penetrant inspection)",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "mathematical concepts application",
      "aerospace heat treatment process",
      "coating",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "internet of things implementation",
      "workshop practices application"
    ],
    "senior technician (mechanical and electrical)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "drainage, plumbing and sanitary systems maintenance",
      "maintenance scheduling",
      "equipment maintenance and housekeeping",
      "platform screen door maintenance",
      "fire protection systems maintenance",
      "escalator and travelator maintenance",
      "station air-conditioning systems maintenance",
      "lift systems maintenance",
      "ventilation system maintenance",
      "work at heights",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "internet of things application",
      "workplace and facilities safety management",
      "track access management",
      "rail regulatory compliance",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (mechanical)": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "precision measurement",
      "automated system design",
      "augmented reality application",
      "physics concepts application",
      "non-metallic materials testing",
      "non-destructive testing (vibration analysis)",
      "non-destructive testing (ultrasonic inspection)",
      "aerospace maintenance practices application",
      "sealants process",
      "non-destructive testing (magnetic particle inspection)",
      "sheet metal structures maintenance",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "visual testing",
      "welding process",
      "non-destructive testing (radiographic inspection)",
      "mathematical concepts application",
      "non-destructive testing (liquid penetrant inspection)",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "aircraft cabin equipment and furnishing maintenance",
      "internet of things implementation",
      "human factors application and error management",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "elastomer seals application",
      "composite structures design and maintenance",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "airframe systems maintenance",
      "aircraft fuel and engine systems maintenance",
      "workshop practices application"
    ],
    "senior technician (permanent way and civil structure)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "civil structure maintenance",
      "maintenance scheduling",
      "rail track inspection",
      "rail track maintenance",
      "third rail maintenance",
      "equipment maintenance and housekeeping",
      "work at heights",
      "rail regulatory compliance",
      "internet of things application",
      "track access management",
      "workplace and facilities safety management",
      "engineering train and rolling stock operation",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (power)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "workplace safety and health culture development",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "battery and battery charger maintenance",
      "work at heights",
      "uninterruptible power supply system maintenance",
      "transformer maintenance",
      "traction power system maintenance",
      "22kv switchgear systems maintenance",
      "overhead catenary system maintenance",
      "low voltage switchboard maintenance",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "equipment maintenance and housekeeping",
      "rail regulatory compliance",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (rolling stock)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "rolling stock propulsion systems maintenance",
      "rolling stock power systems maintenance",
      "rolling stock on-board control and communication systems maintenance",
      "rolling stock car body maintenance",
      "rolling stock brake systems maintenance",
      "rolling stock bogie maintenance",
      "rolling stock auxiliary systems maintenance",
      "rolling stock air-conditioning and ventilation systems maintenance",
      "equipment maintenance and housekeeping",
      "rail regulatory compliance",
      "internet of things application",
      "heavy lifting machinery operation",
      "workplace and facilities safety management",
      "engineering train and rolling stock operation",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician (signal and communications)": [
      "learning and development",
      "data and statistical analytics",
      "vendor management",
      "workplace safety and health culture development",
      "report writing",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "maintenance scheduling",
      "communication auxiliary systems maintenance",
      "supervisory control and data acquisition system maintenance",
      "work at heights",
      "video surveillance system maintenance",
      "travel information system maintenance",
      "trainborne automatic train control equipment maintenance",
      "train supervisory system maintenance",
      "trackside automatic train control equipment maintenance",
      "signal interlocking systems maintenance",
      "signalling auxiliary devices and equipment maintenance",
      "communication backbone system maintenance",
      "radio system maintenance",
      "network systems maintenance",
      "equipment maintenance and housekeeping",
      "emergency and security communication systems maintenance",
      "communication power system maintenance",
      "rail regulatory compliance",
      "internet of things application",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior technician / technician": [
      "service excellence",
      "cyber security",
      "work at heights",
      "innovation",
      "port equipment maintenance"
    ],
    "senior therapy assistant": [
      "change management",
      "continuous improvement management",
      "performance management",
      "audit management",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "reflective practice",
      "strategy execution",
      "professional, legal and ethical healthcare practice",
      "inventory control and equipment maintenance in rehabilitation care",
      "management of stakeholders",
      "intervention implementation in therapy support",
      "infection control",
      "client education in therapy support",
      "client assessment in therapy support",
      "workplace violence"
    ],
    "senior trade finance analyst / trade finance analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "systems thinking application",
      "import and export documentation administration",
      "effectiveness management",
      "international trade legislation compliance",
      "data mining and modelling",
      "cash flow reporting",
      "technology integration",
      "resource management",
      "trade finance management",
      "solutions design thinking"
    ],
    "senior train captain / train captain": [
      "innovation management",
      "service excellence",
      "workplace safety and health culture development",
      "civil emergency management",
      "health and fatigue risk management",
      "passenger train operations",
      "rail emergency response management",
      "rail incident management",
      "rail regulatory compliance",
      "security management",
      "workplace and facilities safety management",
      "workplace safety and health for incident and accident investigation"
    ],
    "senior treasury analyst / treasury analyst": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "continuous improvement management",
      "conflict management",
      "business performance management",
      "systems thinking application",
      "data mining and modelling",
      "effectiveness management",
      "technology integration",
      "treasury management",
      "market risk management",
      "resource management",
      "solutions design thinking"
    ],
    "senior vessel operator / vessel operator": [
      "budgeting",
      "financial management",
      "financial analysis",
      "networking",
      "business data analysis",
      "cash flow reporting",
      "technology integration",
      "cyber security",
      "cargo loading and unloading",
      "documentation and administration",
      "innovation",
      "ship operations"
    ],
    "senior vice president / vice president / assistant vice president": [
      "innovation management",
      "change management",
      "business negotiation",
      "corporate governance",
      "internet of things management",
      "data synthesis",
      "conflict resolution",
      "cloud computing application",
      "financial budgeting",
      "staff performance management",
      "technology infrastructure management and integration",
      "project coordination"
    ],
    "senior workplace safety and health officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "emergency response management",
      "market research",
      "workplace safety and health performance management",
      "crisis management",
      "internet of things management",
      "workplace safety and health system management",
      "workplace safety and health policy development",
      "business presentation delivery",
      "corporate governance",
      "risk management",
      "technology application",
      "strategy development",
      "technical writing",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "data synthesis",
      "staff performance management",
      "financial budgeting",
      "financial planning",
      "conflict resolution",
      "programme management",
      "technical inspection",
      "technology infrastructure management and integration",
      "behavioural safety management",
      "quality systems management",
      "operational risk management",
      "manpower forecasting",
      "cloud computing application",
      "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
      "hazards identification",
      "workplace safety and health management in service industry",
      "workplace safety and health management in marine industry",
      "workplace safety and health management in manufacturing industry",
      "workplace safety and health management in construction industry",
      "project coordination",
      "organisational performance management",
      "workplace safety and health culture management",
      "human factors in job design",
      "workplace safety and health control measures",
      "workplace safety and health business case development",
      "workplace safety and health audit system management",
      "workplace safety and health incident management"
    ],
    "senior workshop engineer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "business continuity planning",
      "business opportunities development",
      "knowledge management",
      "business performance management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "green manufacturing design and implementation",
      "continuous process improvement",
      "artificial intelligence application",
      "carbon footprint management",
      "maintenance coordination",
      "big data analytics",
      "augmented reality application",
      "non-metallic materials testing",
      "piston engine principles application",
      "welding process",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "predictive maintenance",
      "sealants process",
      "propeller principles application",
      "propulsion principles application",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "physics concepts application",
      "aerodynamics principles application",
      "mathematical concepts application",
      "elastomer seals application",
      "aerospace materials and hardware selection",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "composite structures design and maintenance",
      "digital techniques application",
      "electrical fundamentals application",
      "maintenance organisation structure management",
      "electronic fundamentals application",
      "engineering problem solving",
      "gas turbine engine principles application",
      "aerospace maintenance practices application",
      "human factors application and error management",
      "internet of things implementation",
      "helicopter aerodynamics, structures and systems principles application"
    ],
    "senior youth worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "youth development",
      "trends evaluation and application",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "mentoring for youths",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "youth outreach"
    ],
    "server / service crew / runner": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "customer data analysis",
      "customer service excellence",
      "food and beverage equipment maintenance",
      "food and beverage inventory management",
      "food and beverage service",
      "food waste disposal and reduction",
      "halal certification compliance for food and beverages operations",
      "legislative and regulatory compliance",
      "productivity optimisation for food and beverages operations",
      "system and work process improvement",
      "technology application and implementation",
      "workplace safety and health for food and beverage operations"
    ],
    "service operations manager / duty operations manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "service excellence",
      "continuous improvement management",
      "workplace safety and health culture development",
      "report writing",
      "people development",
      "staff performance management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace and facilities safety management",
      "train station operations management",
      "train fare and ticket management",
      "rail regulatory compliance",
      "security management",
      "civil emergency management",
      "rail operations enhancement management",
      "rail incident management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "crowd management",
      "workplace safety and health for incident and accident investigation"
    ],
    "set designer": [
      "project management",
      "business negotiation",
      "production design",
      "prop design",
      "set construction",
      "set design",
      "visual style development",
      "concept creation for production design",
      "production quality management",
      "risk assessment for production"
    ],
    "set designer (set decoration, props management)": [
      "workplace safety and health",
      "procurement for production operations",
      "production budget management",
      "production design",
      "prop design",
      "set construction",
      "set design",
      "production operations"
    ],
    "ship agency manager": [
      "budgeting",
      "financial management",
      "business planning",
      "service excellence",
      "financial analysis",
      "risk compliance and governance",
      "networking",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "documentation and administration",
      "cargo loading and unloading",
      "port call planning",
      "claims processing",
      "innovation"
    ],
    "ship agent / boarding officer": [
      "business planning",
      "service excellence",
      "networking",
      "business data analysis",
      "technology integration",
      "cyber security",
      "proposal writing",
      "resource management",
      "cargo loading and unloading",
      "claims processing",
      "documentation and administration",
      "innovation",
      "port call planning"
    ],
    "ship captain / chief mate": [
      "cyber security",
      "cargo handling and stowage",
      "fire prevention and fire-fighting",
      "navigation and position determination",
      "navigation watch",
      "personal survival techniques",
      "propulsion, plant and machinery",
      "search and rescue operations",
      "ship medical care",
      "ship security",
      "survival craft and rescue boats"
    ],
    "shipping analyst": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "continuous improvement management",
      "business performance management",
      "demand analysis",
      "market profiling",
      "business data analysis",
      "business presentation delivery",
      "benchmarking",
      "data mining and modelling",
      "technology integration",
      "cyber security",
      "risk control and response planning",
      "innovation",
      "solution design thinking"
    ],
    "shipping specialist / import export specialist / freight executive": [
      "stakeholder management",
      "business negotiation",
      "business continuity management",
      "financial management",
      "data and statistical analytics",
      "cargo tracking system administration",
      "import and export documentation administration",
      "international trade legislation compliance",
      "risk management and administration",
      "bulk cargo administration",
      "cargo issuance and dispatch",
      "customer management",
      "freight and cargo claim administration",
      "cargo and receipt inspection",
      "logistics process quality management",
      "pricing for cargo services and operations"
    ],
    "site director / head": [
      "innovation management",
      "change management",
      "budgeting",
      "business continuity management",
      "business planning",
      "business performance management",
      "risk management",
      "strategy development",
      "good manufacturing practices implementation",
      "business networking",
      "conflict resolution",
      "technical presentation",
      "continuous improvement"
    ],
    "site reliability engineer": [
      "stakeholder management",
      "change management",
      "performance management",
      "partnership management",
      "business environment analysis",
      "emerging technology synthesis",
      "product management",
      "process improvement and optimisation",
      "test planning",
      "infrastructure support",
      "software configuration",
      "software testing",
      "applications integration",
      "disaster recovery management",
      "network security",
      "applications development",
      "cyber and data breach incident management",
      "problem management",
      "continuous integration and continuous deployment",
      "cloud computing",
      "quality standards",
      "security administration",
      "service level management",
      "agile software development"
    ],
    "site reliability engineering manager": [
      "stakeholder management",
      "change management",
      "learning and development",
      "budgeting",
      "performance management",
      "manpower planning",
      "partnership management",
      "project feasibility assessment",
      "business environment analysis",
      "emerging technology synthesis",
      "networking",
      "test planning",
      "product management",
      "process improvement and optimisation",
      "infrastructure support",
      "agile software development",
      "people and performance management",
      "software configuration",
      "applications integration",
      "quality standards",
      "security administration",
      "service level management",
      "agile coaching",
      "problem management",
      "disaster recovery management",
      "cyber and data breach incident management",
      "continuous integration and continuous deployment",
      "cloud computing",
      "applications development",
      "network security"
    ],
    "site supervisor / trade supervisor / project coordinator": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "asset management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "equipment and systems testing",
      "technical inspection",
      "building information modelling application",
      "technical writing",
      "value engineering",
      "transportation route and schedule planning",
      "critical thinking",
      "site assessment and analysis",
      "project risk management",
      "design for safety",
      "equipment and systems installation and commissioning management",
      "green building strategy implementation",
      "design for maintainability",
      "regulatory submission and clearance",
      "design for manufacturing and assembly",
      "construction technology",
      "integrated digital delivery application"
    ],
    "social service assistant": [
      "stakeholder management",
      "conflict management",
      "resilience and self-care",
      "intervention implementation",
      "care assistance",
      "volunteer programme management",
      "volunteer programme evaluation",
      "support service to seniors",
      "support service to persons with disabilities",
      "support service to children and youths",
      "social service programme evaluation",
      "social service programme implementation",
      "client supervision",
      "social service programme development",
      "reflexive practice",
      "ethics, values and legislation",
      "diversity awareness and management",
      "volunteer recruitment"
    ],
    "social work associate": [
      "stakeholder management",
      "resilience and self-care",
      "emergency response and crisis management",
      "case and care planning",
      "group work intervention",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "reflexive practice",
      "group work evaluation",
      "casework evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "trends evaluation and application"
    ],
    "social worker": [
      "stakeholder management",
      "resilience and self-care",
      "professional consultation",
      "emergency response and crisis management",
      "advocacy and representation",
      "social service programme implementation",
      "social service programme evaluation",
      "social service programme development",
      "social sector policy influence",
      "research data collection and management",
      "reflexive practice",
      "practice supervision",
      "case and care planning",
      "group work intervention",
      "group work evaluation",
      "group work assessment and planning",
      "ethics, values and legislation",
      "diversity awareness and management",
      "collaborative practices across disciplines and sectors",
      "casework intervention",
      "casework evaluation",
      "trends evaluation and application"
    ],
    "software architect": [
      "stakeholder management",
      "change management",
      "project management",
      "business environment analysis",
      "emerging technology synthesis",
      "networking",
      "business risk management",
      "product management",
      "test planning",
      "business innovation",
      "business needs analysis",
      "system integration",
      "business requirements mapping",
      "infrastructure design",
      "applications integration",
      "embedded systems interface design",
      "enterprise architecture",
      "data design",
      "quality standards",
      "security architecture",
      "software design",
      "software testing",
      "solution architecture",
      "applications development",
      "agile software development",
      "cloud computing",
      "continuous integration and continuous deployment",
      "agile coaching"
    ],
    "software engineer": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "performance management",
      "business environment analysis",
      "emerging technology synthesis",
      "test planning",
      "product management",
      "user interface design",
      "business risk management",
      "business requirements mapping",
      "business needs analysis",
      "database administration",
      "applications integration",
      "software configuration",
      "software testing",
      "system integration",
      "data design",
      "configuration tracking",
      "problem management",
      "quality standards",
      "software design",
      "solution architecture",
      "applications support and enhancement",
      "applications development"
    ],
    "software engineering manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "performance management",
      "manpower planning",
      "business performance management",
      "vendor management",
      "test planning",
      "business environment analysis",
      "project feasibility assessment",
      "emerging technology synthesis",
      "organisational analysis",
      "networking",
      "user interface design",
      "business risk management",
      "product management",
      "business innovation",
      "strategy planning",
      "business requirements mapping",
      "business needs analysis",
      "system integration",
      "software testing",
      "people and performance management",
      "strategy implementation",
      "applications integration",
      "software configuration",
      "data design",
      "applications development",
      "quality standards",
      "software design",
      "continuous integration and continuous deployment",
      "applications support and enhancement",
      "problem management",
      "agile software development",
      "configuration tracking",
      "agile coaching",
      "solution architecture",
      "service level management"
    ],
    "solar pv and ess asset maintenance engineer": [
      "project management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "staff training facilitation",
      "regulatory compliance",
      "procurement management",
      "third party management",
      "preventive maintenance management",
      "business stakeholder management",
      "safe system of work development and implementation",
      "technical report writing",
      "electrical maintenance management",
      "instrumentation and control maintenance management",
      "distributed generation system performance monitoring management",
      "mechanical maintenance management",
      "autonomous systems technology application",
      "operational technology security design",
      "people capability development",
      "permit management",
      "cyber incident management",
      "corrective maintenance management",
      "business intelligence and data analytics",
      "operational technology security audit management"
    ],
    "solar pv and ess asset maintenance senior technical officer": [
      "project management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "procurement management",
      "regulatory compliance",
      "third party management",
      "business stakeholder management",
      "electrical field maintenance management",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "technical report writing",
      "corrective maintenance management",
      "cyber incident management",
      "distributed generation system performance monitoring management",
      "instrumentation and control maintenance management",
      "autonomous systems technology application",
      "permit management",
      "business intelligence and data analytics"
    ],
    "solar pv and ess business development and project financing manager": [
      "innovation management",
      "project management",
      "continuous improvement management",
      "public relations management",
      "staff training facilitation",
      "third party management",
      "contract management",
      "business stakeholder management",
      "solar photovoltaic energy assessment",
      "technical report writing",
      "credit management",
      "people capability development",
      "permit management",
      "product and pricing analysis",
      "sales and business development",
      "sales strategy development",
      "solar photovoltaic project financing and risk analysis",
      "business-to-business customer relationship management",
      "technology and systems application",
      "business intelligence and data analytics"
    ],
    "solar pv and ess business development senior executive": [
      "innovation management",
      "continuous improvement management",
      "public relations management",
      "third party management",
      "solar photovoltaic energy assessment",
      "business intelligence and data analytics",
      "business-to-business customer relationship management",
      "credit management",
      "product and pricing analysis",
      "sales and business development",
      "sales strategy development",
      "technology and systems application"
    ],
    "solar pv and ess project development and asset maintenance project manager": [
      "project management",
      "continuous improvement management",
      "internet of things management",
      "asset management",
      "staff training facilitation",
      "regulatory compliance",
      "procurement management",
      "third party management",
      "preventive maintenance management",
      "equipment and systems installation and commissioning management",
      "technical report writing",
      "solar photovoltaic systems designs",
      "safe system of work development and implementation",
      "business stakeholder management",
      "distributed generation system performance monitoring management",
      "technology and systems application",
      "battery systems design management",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "permit management",
      "electrical maintenance management",
      "people capability development",
      "operational technology security design",
      "operational technology security audit management",
      "autonomous systems technology application",
      "cyber incident management",
      "instrumentation and control maintenance management",
      "energy management and audit",
      "mechanical maintenance management"
    ],
    "solar pv and ess project financing senior executive": [
      "innovation management",
      "project management",
      "continuous improvement management",
      "contract management",
      "business stakeholder management",
      "technical report writing",
      "business intelligence and data analytics",
      "permit management",
      "sales and business development",
      "solar photovoltaic project financing and risk analysis",
      "technology and systems application"
    ],
    "solar pv project development engineer": [
      "project management",
      "continuous improvement management",
      "procurement management",
      "regulatory compliance",
      "staff training facilitation",
      "third party management",
      "business stakeholder management",
      "equipment and systems installation and commissioning management",
      "solar photovoltaic systems designs",
      "technical report writing",
      "battery systems design management",
      "business intelligence and data analytics",
      "energy management and audit",
      "permit management",
      "technology and systems application"
    ],
    "solar pv project development site supervisor": [
      "project management",
      "continuous improvement management",
      "procurement management",
      "regulatory compliance",
      "third party management",
      "business stakeholder management",
      "equipment and systems installation and commissioning management",
      "solar photovoltaic systems designs",
      "technical report writing",
      "business intelligence and data analytics",
      "energy management and audit",
      "permit management",
      "technology and systems application"
    ],
    "solutions architect": [
      "stakeholder management",
      "change management",
      "project management",
      "strategy planning",
      "performance management",
      "business performance management",
      "partnership management",
      "business environment analysis",
      "project feasibility assessment",
      "organisational analysis",
      "networking",
      "emerging technology synthesis",
      "process improvement and optimisation",
      "strategy implementation",
      "design thinking practice",
      "business risk management",
      "business process re-engineering",
      "business innovation",
      "data visualisation",
      "business requirements mapping",
      "business needs analysis",
      "enterprise architecture",
      "applications integration",
      "organisational design",
      "sustainability management",
      "system integration",
      "agile software development",
      "solution architecture",
      "software design",
      "embedded systems interface design",
      "business agility",
      "it strategy"
    ],
    "sound designer": [
      "project management",
      "sound design and creation",
      "sound recording operations",
      "concept creation for production design",
      "production quality management",
      "technical sound design"
    ],
    "sound editor / sound engineer": [
      "sound design and creation",
      "sound recording operations",
      "sound editing",
      "sound mixing"
    ],
    "sound recordist": [
      "workplace safety and health",
      "procurement for production operations",
      "production budget management",
      "sound recording operations",
      "production operations",
      "sound editing",
      "sound mixing",
      "talent casting"
    ],
    "special care oral health therapist": [
      "dental inventory maintenance and management",
      "infection control",
      "treatment implementation in oral health therapy"
    ],
    "specialist (digital delivery)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "performance management",
      "partnership management",
      "technology application",
      "systems thinking",
      "emerging technology synthesis",
      "3d modelling",
      "business process re-engineering",
      "systems integration",
      "programming and coding",
      "business risk management",
      "people management",
      "technical drawing",
      "building information modelling application",
      "business needs analysis",
      "research and information synthesis",
      "augmented reality application",
      "data collection and analysis",
      "applications integration",
      "critical thinking",
      "construction technology",
      "integrated digital delivery application",
      "application support and enhancement",
      "design for manufacturing and assembly",
      "common data environment management"
    ],
    "speech therapist": [
      "change management",
      "project management",
      "continuous improvement management",
      "performance management",
      "strategy development",
      "workplace safety and health",
      "people management",
      "audit management",
      "learning needs analysis",
      "reflective practice",
      "professional consultation",
      "professional, legal and ethical healthcare practice",
      "programme delivery",
      "programme design",
      "programme evaluation",
      "analysis of research data",
      "research proposal development",
      "scientific writing and communication",
      "strategy execution",
      "therapeutic equipment prescription in speech therapy",
      "therapy discharge planning",
      "therapy intervention evaluation",
      "therapy intervention implementation",
      "workforce planning",
      "service quality management",
      "management of stakeholders",
      "inventory management in rehabilitation therapy",
      "intervention planning in speech therapy",
      "client advocacy",
      "client assessment for speech therapy",
      "client education in rehabilitation therapy",
      "clinical governance",
      "clinical records documentation and management",
      "clinical services development",
      "clinical teaching and supervision",
      "data collection and management",
      "department financial management",
      "effective client communication",
      "group therapy planning and implementation",
      "health promotion",
      "individual and cultural diversity",
      "infection control",
      "inter-professional collaboration",
      "workplace violence"
    ],
    "sponsorship director": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "continuous improvement management",
      "service excellence",
      "corporate governance",
      "strategy planning",
      "networking",
      "systems thinking application",
      "business data analysis",
      "succession planning",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "sponsorship management",
      "technology scanning",
      "employee and labour relations",
      "tourism and economic development"
    ],
    "sponsorship executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "continuous improvement management",
      "service excellence",
      "technology application",
      "business data analysis",
      "strategy implementation",
      "systems thinking application",
      "data mining and modelling",
      "proposal writing",
      "sponsorship management",
      "technology scanning",
      "tourism and economic development"
    ],
    "sponsorship manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "budgeting",
      "learning and development",
      "service excellence",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "technology application",
      "networking",
      "business data analysis",
      "strategy implementation",
      "systems thinking application",
      "organisational vision, mission and values formulation",
      "productivity improvement",
      "succession planning",
      "sponsorship management",
      "technology scanning",
      "tourism and economic development"
    ],
    "staff engineer / senior staff engineer": [
      "innovation management",
      "change management",
      "learning and development",
      "business planning",
      "conflict management",
      "enterprise risk management",
      "organisational analysis",
      "data synthesis",
      "risk appetite and goals setting",
      "workplace safety and health system management",
      "effectiveness management",
      "manufacturing process design",
      "organisational strategising",
      "quality systems management",
      "crisis situations management"
    ],
    "staff nurse": [
      "change management",
      "workplace safety and health",
      "emergency response and crisis management",
      "nursing manpower planning",
      "service quality management",
      "respiratory care in nursing",
      "quality improvement and safe practices",
      "programme delivery",
      "professional, legal and ethical healthcare practice",
      "patient empowerment on self-care",
      "patient care delivery in nursing",
      "nutrition and fluids management in nursing",
      "nursing research and statistics",
      "nursing productivity and innovation",
      "nursing care for the deceased",
      "clinical governance",
      "mobility and ambulation assistance in nursing",
      "medication management in nursing",
      "learner assessments",
      "inter-professional collaboration",
      "infection prevention and control in nursing practice",
      "health education programme development and implementation",
      "emergency care management in nursing",
      "effective communication in nursing",
      "clinical teaching and supervision",
      "clinical services development",
      "wound management in nursing"
    ],
    "stage manager": [
      "project management",
      "production planning and scheduling",
      "workplace safety and health",
      "production budget management",
      "costume design and creation",
      "performing arts production operations",
      "production quality management",
      "props management",
      "rehearsal management",
      "risk assessment for production"
    ],
    "station operations manager": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "service excellence",
      "strategy planning",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "security management",
      "workplace and facilities safety management",
      "train station operations management",
      "rail incident management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "crowd management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "steersman": [
      "cyber security",
      "chartwork",
      "fire prevention and fire-fighting",
      "personal survival techniques",
      "ship medical care",
      "ship mooring, anchoring and securing operations",
      "ship security",
      "steering and helmsmanship",
      "survival craft and rescue boats"
    ],
    "store assistant": [
      "knowledge management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "warehouse inventory control and audit",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "store manager / outlet manager": [
      "stakeholder management",
      "business continuity management",
      "data analytics",
      "business opportunities development",
      "crisis management",
      "service excellence",
      "conflict management",
      "corporate governance",
      "customer experience management",
      "business environment analysis",
      "report writing",
      "sales target management",
      "financial analysis",
      "intellectual property management",
      "workplace safety and health",
      "systems thinking application",
      "business risk assessment",
      "people and relationship management",
      "staff training facilitation",
      "service challenges",
      "vision leadership",
      "inventory control",
      "productivity improvement",
      "service leadership",
      "service innovation",
      "service information and results",
      "workplace first-aid",
      "policy implementation and revision",
      "people development",
      "service planning and implementation",
      "organisational relationship building",
      "customer relationship management operations",
      "organisational alignment and interdependency analysis",
      "financial budget planning and management",
      "business operational planning",
      "workplace communications",
      "workforce diversity and harmony",
      "compliance with legal regulations",
      "customer experience innovation",
      "store security policy",
      "store facilities and housekeeping",
      "customer loyalty",
      "data-mining and modelling",
      "drive productivity and innovation",
      "food and beverage safety and hygiene",
      "personal effectiveness",
      "functional analysis",
      "idea generation and selection",
      "interviewing",
      "retailing and the economy",
      "retail administration",
      "manage change",
      "products and services promotions",
      "order fulfilment and returns processing",
      "process improvement",
      "problem identification",
      "organisation evaluation for business excellence",
      "adapt to change"
    ],
    "stowage manager / senior stowage planner": [
      "stakeholder management",
      "process improvement and optimisation",
      "quality assurance",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "cargo handling and stowage",
      "documentation and administration",
      "logistics operations research and planning",
      "ship operations",
      "stowage load planning",
      "time-sensitive cargo delivery management"
    ],
    "stowage planner / stowage coordinator": [
      "stakeholder management",
      "quality assurance",
      "international trade legislation compliance",
      "bulk cargo administration",
      "cyber security",
      "dangerous goods management",
      "resource management",
      "cargo handling and stowage",
      "documentation and administration",
      "logistics operations research and planning",
      "ship operations",
      "stowage load planning",
      "time-sensitive cargo delivery management"
    ],
    "strategist / business designer": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "business opportunities development",
      "systems thinking",
      "product management",
      "design thinking practice",
      "intellectual property management",
      "business risk management",
      "business presentation delivery",
      "creative entrepreneurship",
      "conceptual thinking",
      "data analysis and interpretation",
      "imagination and exploration",
      "critical thinking",
      "scenario and strategic planning",
      "proposal writing development",
      "behavioural economics in design",
      "facilitation",
      "empathetic design",
      "business model innovation",
      "cultural sensitivity for design",
      "data and information visualisation"
    ],
    "strategy & governance director / assistant director": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "financial management",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "data analytics",
      "manpower planning",
      "corporate governance",
      "strategy planning",
      "risk management",
      "partnership management",
      "knowledge management",
      "project feasibility assessment",
      "vendor management",
      "business environment analysis",
      "contract development and management",
      "data governance",
      "networking",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "disruption management",
      "data mining and modelling",
      "business relationship building",
      "vision leadership",
      "internal controls",
      "organisation and board relationship",
      "people and performance management",
      "emerging technology",
      "effective board member",
      "proposal writing",
      "management decision making",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement"
    ],
    "strategy & governance manager / assistant manager": [
      "stakeholder management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "financial management",
      "data analytics",
      "business continuity planning",
      "business opportunities development",
      "continuous improvement management",
      "corporate governance",
      "strategy planning",
      "manpower planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "business environment analysis",
      "project feasibility assessment",
      "networking",
      "contract development and management",
      "data governance",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "data mining and modelling",
      "business relationship building",
      "vision leadership",
      "internal controls",
      "people and performance management",
      "proposal writing",
      "emerging technology",
      "management decision making",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement"
    ],
    "strategy & governance senior executive / executive": [
      "stakeholder management",
      "project management",
      "business negotiation",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "business opportunities development",
      "data analytics",
      "corporate governance",
      "strategy planning",
      "risk management",
      "knowledge management",
      "partnership management",
      "vendor management",
      "business environment analysis",
      "project feasibility assessment",
      "contract development and management",
      "networking",
      "data governance",
      "strategy implementation",
      "workplace safety and health",
      "business presentation delivery",
      "data mining and modelling",
      "business relationship building",
      "internal controls",
      "proposal writing",
      "emerging technology",
      "management decision making",
      "legal compliance management",
      "industry knowledge, research and analysis",
      "technology adoption and innovation",
      "business innovation and improvement"
    ],
    "studio director / outside broadcast director": [
      "workplace safety and health",
      "media file formats conformation",
      "production team and crew selection",
      "video editing",
      "vision mixing",
      "concept creation",
      "creative storytelling",
      "direction",
      "scriptwriting",
      "storyboarding",
      "studio graphics operations",
      "talent casting"
    ],
    "studio technical director": [
      "emergency response management",
      "contract and vendor management",
      "production planning and scheduling",
      "workplace safety and health",
      "media law and compliance",
      "procurement for production operations",
      "production budget management",
      "production operations",
      "studio technical production"
    ],
    "superintendent": [
      "innovation management",
      "change management",
      "internet of things management",
      "emergency response management",
      "learning and development",
      "business continuity management",
      "crisis management",
      "continuous improvement management",
      "data and statistical analytics",
      "enterprise risk management",
      "report writing",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "robotic and automation technology application",
      "production planning and scheduling",
      "environmental management system framework development and implementation",
      "production planning",
      "good manufacturing practices implementation",
      "workplace safety and health system management",
      "data synthesis",
      "staff management",
      "procurement management",
      "organisational resource management",
      "third party management",
      "yield analysis",
      "continuous process improvement",
      "hazards and risk control, and policy management",
      "data analytics system design",
      "effectiveness management",
      "quality systems management",
      "engineering project management",
      "workplace safety and health practices implementation",
      "technical report writing",
      "safe system of work development and implementation",
      "engineering management of change",
      "production shut-down and re-start",
      "production resource management",
      "process control",
      "process unit and utilities operations management",
      "process operations troubleshooting",
      "production performance management",
      "factory system management",
      "technical presentations",
      "incident investigation management",
      "plant turnaround management",
      "workplace safety and health hazard identification and risk control management",
      "control room operations management",
      "training, coaching and assessment management",
      "process equipment preparation for mechanical work",
      "standard operating procedure development and implementation",
      "process plant and equipment integrity management",
      "staff development management",
      "solutioning",
      "process safety management framework development and implementation",
      "emergency management",
      "operations reporting protocol application",
      "feedstock and product transfer operations management",
      "operation management"
    ],
    "supervising sound editor (sound mixing)": [
      "production budget management",
      "production team and crew selection",
      "sound design and creation",
      "sound mixing",
      "production operations",
      "sound editing",
      "talent casting"
    ],
    "supervisor (baggage services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "dangerous goods management",
      "standard operating procedures development",
      "accident and incident response management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "baggage services management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "baggage security screening operations",
      "baggage lost and found operations",
      "baggage handling operations",
      "airside driving",
      "human factors management"
    ],
    "supervisor (cargo)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "import and export documentation administration",
      "accident and incident response management",
      "standard operating procedures development",
      "cargo receipt and inspection",
      "dangerous goods management",
      "internet of things application",
      "international air transport association safety audit for ground operations implementation",
      "inclement weather operations and planning",
      "human factors management",
      "human-robot collaboration",
      "air cargo operations management",
      "hazard and risk control and policy management",
      "ground handling services and operations management",
      "cargo warehousing operations",
      "cargo transit and transhipment management",
      "cargo tracking systems administration",
      "cargo load planning",
      "aircraft turnaround coordination",
      "unit load devices operations"
    ],
    "supervisor (flight control) / supervisor (crew scheduling)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "data analytics",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "crisis communication and media management",
      "human factors management",
      "inclement weather operations and planning",
      "aircraft performance management",
      "flight watching and flight following",
      "airline crew scheduling",
      "flight performance data calculation",
      "flight disruptions and irregular operations management",
      "flight dispatch",
      "airport operations management",
      "airline operations management",
      "flight planning"
    ],
    "supervisor (flight operations)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft performance management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "flight watching and flight following",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight planning",
      "flight dispatch",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "supervisor (ground services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "data analytics",
      "business development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "crisis communication and media management",
      "customer service delivery",
      "aircraft turnaround coordination",
      "ground services training delivery",
      "human factors management",
      "internet of things application",
      "behavioural analysis and predictive screening",
      "airport operations management",
      "service branding and coaching",
      "service level agreement management",
      "airline representation and station management",
      "airline operations management",
      "flight disruptions and irregular operations management"
    ],
    "supervisor (load control)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "hazard and risk control and policy management",
      "human factors management",
      "aircraft load planning",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "flight performance data calculation",
      "load control documentation",
      "aircraft weight and balance calculation",
      "aircraft turnaround coordination",
      "human-robot collaboration"
    ],
    "supervisor (passenger services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "flight check-in operations",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "baggage lost and found operations",
      "inclement weather operations and planning",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "customer service delivery",
      "customer and passenger handling and care",
      "service branding and coaching",
      "behavioural analysis and predictive screening",
      "baggage services management",
      "human factors management"
    ],
    "supervisor (production / catering-cabin)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "food and beverage safety, hygiene and security",
      "food waste management",
      "ground handling services and operations management",
      "hazard and risk control and policy management",
      "aircraft turnaround coordination",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "food and beverage quality audit and assessment",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "kitchen production scheduling",
      "food and beverage quality assurance framework development",
      "cabin loading activities",
      "airside driving",
      "human factors management"
    ],
    "supervisor (ramp / technical ramp)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "ground handling services and operations management",
      "ground support equipment operations",
      "hazard and risk control and policy management",
      "aircraft movement management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "cargo loading and unloading administration",
      "baggage loading and unloading administration",
      "airside driving",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "supervisor (technical services)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "standard operating procedures development",
      "accident and incident response management",
      "dangerous goods management",
      "ground support equipment operations",
      "ground support equipment safety audit inspections",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "ground support equipment maintenance",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground support equipment failure analysis",
      "ground handling services and operations management",
      "airside driving",
      "hazard and risk control and policy management"
    ],
    "supervisor / chargehand / foreman": [
      "emergency response management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "additive manufacturing",
      "machining",
      "programme management",
      "technical writing",
      "technical inspection",
      "laser and optics application",
      "structural testing",
      "value engineering",
      "surface preparation and protection",
      "quality systems management",
      "non-destructive testing",
      "marine equipment and system maintenance",
      "electrical testing",
      "marine auxiliary system maintenance",
      "commissioning coordination",
      "computer numeric control operations",
      "scaffolding",
      "lift planning and management",
      "launch planning and management",
      "joining and welding",
      "instrumentation and control system design",
      "installation planning and execution",
      "component assembly",
      "forming"
    ],
    "supervisor / production planner": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "emergency response management",
      "budgeting",
      "internet of things management",
      "workplace safety and health performance management",
      "strategy development",
      "systems thinking",
      "data synthesis",
      "quality system management",
      "good manufacturing practices implementation",
      "hazards and risk control, and policy management",
      "technical presentation",
      "manufacturing process management",
      "green manufacturing design and implementation",
      "equipment maintenance",
      "continuous process improvement",
      "conflict resolution",
      "automation process control",
      "automated operation monitoring",
      "food safety management",
      "production performance management",
      "document control",
      "technical report writing",
      "active and smart packaging",
      "advanced processing technology",
      "food production management",
      "new product introduction for food"
    ],
    "supply chain / commercial manager": [
      "change management",
      "business continuity management",
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "production planning and scheduling",
      "third party management",
      "staff management",
      "procurement management",
      "organisational resource management",
      "plant economic modelling",
      "materials qualification",
      "business planning management",
      "organisational analysis management",
      "market demand and feedstock management",
      "staff development management",
      "strategy development and implementation management",
      "supply chain management",
      "business networking management",
      "training, coaching and assessment management",
      "budget management"
    ],
    "sustainability / environment, social and governance analyst": [
      "stakeholder management",
      "project management",
      "data analytics",
      "business environment analysis",
      "financial analysis",
      "risk compliance and governance",
      "business risk assessment",
      "benchmarking",
      "auditing and assurance standards",
      "sustainability risk management",
      "sustainability reporting",
      "sustainability assurance",
      "risk analytics",
      "learning agility",
      "problem solving",
      "market research and analysis",
      "greenhouse gas accounting",
      "environment impact assessment",
      "communication",
      "collaboration",
      "climate reporting",
      "transdisciplinary thinking"
    ],
    "sustainability / environment, social and governance specialist": [
      "change management",
      "project management",
      "business continuity management",
      "data analytics",
      "corporate governance",
      "risk management",
      "financial analysis",
      "benchmarking",
      "regulatory risk assessment",
      "internal controls",
      "audit compliance",
      "macroeconomic analysis",
      "audit and review management",
      "environment and social governance",
      "business acumen",
      "environment impact assessment",
      "greenhouse gas accounting",
      "communication",
      "learning agility",
      "collaboration",
      "climate reporting",
      "business process analysis",
      "risk advisory",
      "sense making",
      "sustainability assurance",
      "sustainability reporting",
      "sustainability risk management",
      "transdisciplinary thinking"
    ],
    "sysops engineer": [
      "stakeholder management",
      "change management",
      "budgeting",
      "performance management",
      "vendor management",
      "business environment analysis",
      "emerging technology synthesis",
      "process improvement and optimisation",
      "business risk management",
      "business innovation",
      "test planning",
      "infrastructure support",
      "business requirements mapping",
      "business needs analysis",
      "contract management",
      "network configuration",
      "software configuration",
      "network administration and maintenance",
      "infrastructure deployment",
      "infrastructure design",
      "applications integration",
      "applications development",
      "cyber and data breach incident management",
      "network security",
      "continuous integration and continuous deployment",
      "problem management",
      "configuration tracking",
      "procurement",
      "quality engineering",
      "security administration",
      "cloud computing",
      "solution architecture",
      "business agility",
      "agile coaching"
    ],
    "systems support engineer": [
      "stakeholder management",
      "project management",
      "learning and development",
      "performance management",
      "strategy implementation",
      "process improvement and optimisation",
      "infrastructure support",
      "business needs analysis",
      "system integration",
      "cyber and data breach incident management",
      "network administration and maintenance",
      "people and performance management",
      "security programme management",
      "service level management",
      "business continuity",
      "security administration",
      "procurement",
      "it asset management",
      "configuration tracking",
      "problem management"
    ],
    "tax associate / tax executive": [
      "stakeholder management",
      "corporate and business law",
      "accounting and tax systems",
      "digital technology environment scanning",
      "professional and business ethics",
      "tax advisory",
      "tax compliance",
      "tax controversy management",
      "tax risk management",
      "taxation laws",
      "transfer pricing"
    ],
    "tax manager": [
      "stakeholder management",
      "business development",
      "corporate and business law",
      "accounting and tax systems",
      "digital technology adoption and innovation",
      "digital technology environment scanning",
      "professional and business ethics",
      "tax advisory",
      "tax compliance",
      "tax controversy management",
      "tax risk management",
      "taxation laws",
      "transfer pricing"
    ],
    "tax partner / tax director / tax vice president / head of tax": [
      "stakeholder management",
      "business development",
      "corporate and business law",
      "accounting and tax systems",
      "digital technology adoption and innovation",
      "digital technology environment scanning",
      "professional and business ethics",
      "tax advisory",
      "tax compliance",
      "tax controversy management",
      "tax risk management",
      "taxation laws",
      "transfer pricing"
    ],
    "tax senior / tax senior executive": [
      "stakeholder management",
      "corporate and business law",
      "accounting and tax systems",
      "digital technology environment scanning",
      "professional and business ethics",
      "tax advisory",
      "tax compliance",
      "tax controversy management",
      "tax risk management",
      "taxation laws",
      "transfer pricing"
    ],
    "teacher aide": [
      "stakeholder management",
      "resilience and self-care",
      "diversity awareness and management",
      "ethics, values and legislation",
      "social service programme development",
      "social service programme implementation"
    ],
    "technical artist": [
      "user experience design",
      "user interface design",
      "3d modelling",
      "research",
      "gameplay design",
      "surfacing and texturing",
      "rigging for animation",
      "level design",
      "gameplay development",
      "2d animation",
      "3d animation",
      "game technical design",
      "game production optimisation",
      "game porting",
      "digital lighting",
      "compositing visuals",
      "game user interface development"
    ],
    "technical executive": [
      "stakeholder management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "people management",
      "quality system management",
      "robotic and automation technology application",
      "incident and accident investigation",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "technical writing",
      "technical inspection",
      "procurement coordination and policy development",
      "value engineering",
      "drainage, plumbing and sanitary systems maintenance",
      "design for safety",
      "data collection and analysis",
      "inventory management",
      "project risk management",
      "civil structure maintenance",
      "smart facilities management",
      "air conditioning and mechanical ventilation systems maintenance",
      "lift systems maintenance and management",
      "life cycle costing and analysis",
      "building management system implementation and control",
      "indoor environmental quality improvement",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "escalator and travellator systems maintenance and management",
      "electrical and electronic systems maintenance",
      "contract administration and management",
      "integrated digital delivery application"
    ],
    "technical manager": [
      "market research",
      "budgeting",
      "financial management",
      "business continuity management",
      "learning and development",
      "service excellence",
      "business planning",
      "manpower planning",
      "networking",
      "risk compliance and governance",
      "financial analysis",
      "business data analysis",
      "technology integration",
      "cash flow reporting",
      "risk control and response planning",
      "organisational strategy and policy realisation",
      "resource management",
      "cyber security",
      "crew management",
      "innovation",
      "fleet procurement",
      "dry dock project management",
      "ship compliance management",
      "ship cyber security",
      "ship energy efficiency",
      "ship maintenance and repair (dock)",
      "ship repair management",
      "employee relations"
    ],
    "technical officer": [
      "stakeholder management",
      "emergency response management",
      "continuous improvement management",
      "technology application",
      "workplace safety and health culture development",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "people management",
      "incident and accident investigation",
      "quality system management",
      "robotic and automation technology application",
      "condition-based assets monitoring management",
      "technical writing",
      "technical inspection",
      "drainage, plumbing and sanitary systems maintenance",
      "inventory management",
      "civil structure maintenance",
      "value engineering",
      "smart facilities management",
      "air conditioning and mechanical ventilation systems maintenance",
      "lift systems maintenance and management",
      "building management system implementation and control",
      "green facilities management",
      "fire protection system maintenance",
      "facilities shut-down and re-start",
      "escalator and travellator systems maintenance and management",
      "electrical and electronic systems maintenance",
      "integrated digital delivery application"
    ],
    "technical ramp officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "ground support equipment operations",
      "hazard and risk control and policy management",
      "aircraft movement management",
      "human-robot collaboration",
      "inclement weather operations and planning",
      "ground handling services and operations management",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "airside driving",
      "aircraft turnaround coordination",
      "human factors management"
    ],
    "technical service engineer": [
      "change management",
      "project management",
      "continuous improvement management",
      "environmental management system framework development and implementation",
      "quality control management",
      "workplace safety and health framework development and implementation",
      "technical presentation",
      "materials qualification",
      "product design and development",
      "product testing management",
      "technical report writing",
      "technical services management",
      "laboratory data reporting and analysis management",
      "laboratory operations management",
      "sample management",
      "strategic service excellence management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "technical service engineer (fleet management)": [
      "business negotiation",
      "business opportunities development",
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "lean manufacturing",
      "continuous process improvement",
      "maintenance coordination",
      "propeller principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "physics concepts application",
      "mathematical concepts application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propulsion principles application",
      "aerodynamics principles application",
      "internet of things implementation",
      "aerospace materials and hardware selection",
      "helicopter aerodynamics, structures and systems principles application",
      "gas turbine engine principles application",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "human factors application and error management"
    ],
    "technical service manager": [
      "innovation management",
      "change management",
      "business continuity management",
      "continuous improvement management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "organisational resource management",
      "staff management",
      "technical presentation",
      "procurement management",
      "product testing management",
      "business planning management",
      "technical services management",
      "materials qualification",
      "product design and development",
      "training, coaching and assessment management",
      "strategic service excellence management",
      "budget management",
      "staff development management",
      "organisational analysis management",
      "laboratory operations management",
      "laboratory data reporting and analysis management",
      "business networking management",
      "workplace safety and health hazard identification and risk control management"
    ],
    "technical service manager (aircraft engine / component maintenance)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business continuity planning",
      "business opportunities development",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "risk compliance and governance",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "green manufacturing design and implementation",
      "cyber risk management",
      "lean manufacturing",
      "artificial intelligence application",
      "continuous process improvement",
      "carbon footprint management",
      "big data analytics",
      "automated system design",
      "applied research and development management",
      "maintenance coordination",
      "welding process",
      "propulsion principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "propeller principles application",
      "surface preparation and protection for aerospace manufacturing",
      "predictive maintenance",
      "aerodynamics principles application",
      "piston engine principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "composite structures design and maintenance",
      "aviation legislation compliance",
      "gas turbine engine principles application"
    ],
    "technical service manager (fleet management)": [
      "stakeholder management",
      "innovation management",
      "change management",
      "project management",
      "business negotiation",
      "budgeting",
      "business opportunities development",
      "business continuity planning",
      "strategy planning",
      "knowledge management",
      "business performance management",
      "risk compliance and governance",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "condition-based assets monitoring management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "green manufacturing design and implementation",
      "lean manufacturing",
      "cyber risk management",
      "continuous process improvement",
      "carbon footprint management",
      "artificial intelligence application",
      "big data analytics",
      "applied research and development management",
      "maintenance coordination",
      "piston engine principles application",
      "propulsion principles application",
      "propeller principles application",
      "turbine aeroplane aerodynamics, structures and systems principles application",
      "predictive maintenance",
      "aerodynamics principles application",
      "piston aeroplane aerodynamics, structures and systems principles application",
      "internet of things implementation",
      "human factors application and error management",
      "helicopter aerodynamics, structures and systems principles application",
      "aerospace materials and hardware selection",
      "engineering problem solving",
      "electronic fundamentals application",
      "electrical fundamentals application",
      "digital techniques application",
      "aviation legislation compliance",
      "gas turbine engine principles application"
    ],
    "technical services officer": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "dangerous goods management",
      "ground support equipment maintenance",
      "ground support equipment operations",
      "ground support equipment safety audit inspections",
      "aircraft turnaround coordination",
      "human factors management",
      "human-robot collaboration",
      "ground support equipment failure analysis",
      "international air transport association safety audit for ground operations implementation",
      "internet of things application",
      "ground handling services and operations management",
      "airside driving",
      "hazard and risk control and policy management"
    ],
    "technical specialist": [
      "continuous improvement management",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "robotics and automation application",
      "report writing",
      "bus air-conditioning systems maintenance",
      "work at heights",
      "bus body work maintenance",
      "equipment maintenance and housekeeping",
      "bus steering and suspension systems maintenance",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "bus brake systems maintenance",
      "bus regulatory compliance",
      "heavy lifting machinery operation",
      "internet of things application",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "technical support operator (video tape operations and / or video technical operations, camera control unit operations, studio graphics operations)": [
      "media file formats conformation",
      "vision mixing",
      "colour grading",
      "studio graphics operations"
    ],
    "technician": [
      "emergency response management",
      "robotics and automation application",
      "internet of things management",
      "data and statistical analytics",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "report writing",
      "quality systems management",
      "good manufacturing practices implementation",
      "data synthesis",
      "additive manufacturing",
      "laser and optics application",
      "automated operation monitoring",
      "continuous process improvement",
      "equipment maintenance",
      "programme management",
      "machining",
      "hazards and risk control, and policy management",
      "work at heights",
      "surface preparation and protection",
      "bus air-conditioning systems maintenance",
      "bus body work maintenance",
      "bus brake systems maintenance",
      "non-destructive testing",
      "bus drivetrain systems maintenance",
      "bus steering and suspension systems maintenance",
      "bus electrical and electronic systems maintenance",
      "equipment maintenance and housekeeping",
      "bus engine system maintenance",
      "installation planning and execution",
      "electrostatic discharge control",
      "workplace safety and health for incident and accident investigation",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "automation system maintenance",
      "workplace and facilities safety management",
      "computer numeric control operations",
      "bus regulatory compliance",
      "scaffolding",
      "bus recovery and towing",
      "quality control and assurance",
      "instrumentation and control system design",
      "facilities maintenance",
      "marine equipment and system maintenance",
      "marine auxiliary system maintenance",
      "forming",
      "lift planning and management",
      "component assembly",
      "joining and welding",
      "internet of things application",
      "heavy lifting machinery operation"
    ],
    "technician (assembly)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "condition-based assets monitoring management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "manufacturing process management",
      "product and machine assembly",
      "precision measurement",
      "material joining",
      "augmented reality application",
      "geometric dimensioning and tolerancing",
      "internet of things implementation",
      "aviation legislation compliance",
      "human factors application and error management",
      "mathematical concepts application",
      "physics concepts application",
      "engines and components handling, inspection and packing",
      "engine rigging and de-rigging",
      "engine cleaning",
      "electrical termination, connection and measurement",
      "sealants process",
      "visual testing",
      "welding process",
      "elastomer seals application",
      "workshop practices application"
    ],
    "technician (automatic fare collection)": [
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "condition-based assets monitoring management",
      "automatic fare collection auxiliary systems maintenance",
      "automatic fare collection gate maintenance",
      "automatic fare collection sales device maintenance",
      "equipment maintenance and housekeeping",
      "internet of things application",
      "rail regulatory compliance",
      "workplace and facilities safety management",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting"
    ],
    "technician (avionics)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "augmented reality application",
      "precision measurement",
      "aerospace maintenance practices application",
      "visual testing",
      "physics concepts application",
      "mathematical concepts application",
      "human factors application and error management",
      "internet of things implementation",
      "aircraft communication systems maintenance",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "aviation legislation compliance",
      "aircraft navigation and automated flight systems maintenance",
      "aircraft instrument systems maintenance",
      "aircraft electrical systems maintenance",
      "workshop practices application"
    ],
    "technician (component repair & overhaul - avionics)": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "robotics and automation application",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "precision measurement",
      "augmented reality application",
      "internet of things implementation",
      "visual testing",
      "physics concepts application",
      "mathematical concepts application",
      "aerospace maintenance practices application",
      "human factors application and error management",
      "aircraft batteries maintenance",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "aviation legislation compliance",
      "aircraft sensing components maintenance",
      "aircraft navigation and radar equipment maintenance",
      "aircraft instruments maintenance",
      "aircraft electrical equipment and accessories maintenance",
      "aircraft communication components maintenance",
      "workshop practices application"
    ],
    "technician (component repair & overhaul - mechanical)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "augmented reality application",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "physics concepts application",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (vibration analysis)",
      "non-metallic materials testing",
      "aerospace maintenance practices application",
      "non-destructive testing (liquid penetrant inspection)",
      "sealants process",
      "sheet metal structures maintenance",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "visual testing",
      "welding process",
      "non-destructive testing (magnetic particle inspection)",
      "mathematical concepts application",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "aircraft landing gears maintenance",
      "aircraft pneumatic components maintenance",
      "aircraft wheels and brakes maintenance",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "composite structures design and maintenance",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "electrical wiring interconnection systems maintenance",
      "fuel accessories components maintenance",
      "human factors application and error management",
      "internet of things implementation",
      "aircraft hydraulic components maintenance",
      "nacelle mechanical structures maintenance",
      "workshop practices application"
    ],
    "technician (engine / engine component repair & overhaul)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "continuous process improvement",
      "lean manufacturing",
      "machining",
      "precision measurement",
      "geometric dimensioning and tolerancing",
      "augmented reality application",
      "surface enhancement",
      "sheet metal structures maintenance",
      "sealants process",
      "non-destructive testing (liquid penetrant inspection)",
      "surface preparation and protection for aerospace manufacturing",
      "visual testing",
      "physics concepts application",
      "non-metallic materials testing",
      "non-destructive testing (vibration analysis)",
      "welding process",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (magnetic particle inspection)",
      "aerospace heat treatment process",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "aircraft electrical equipment and accessories maintenance",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "engine cleaning",
      "engine component parts inspection",
      "engine disassembly and assembly",
      "engine rigging and de-rigging",
      "engines and components handling, inspection and packing",
      "human factors application and error management",
      "internet of things implementation",
      "aerospace maintenance practices application",
      "mathematical concepts application",
      "workshop practices application"
    ],
    "technician (engineering train)": [
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "equipment maintenance and housekeeping",
      "heavy crane vehicle maintenance",
      "locomotive maintenance",
      "multi-function vehicle maintenance",
      "rail grinding vehicle maintenance",
      "track tamping vehicle maintenance",
      "wagon maintenance",
      "workplace and facilities safety management",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "workplace safety and health for confined spaces",
      "rail regulatory compliance",
      "internet of things application",
      "heavy lifting machinery operation",
      "engineering train and rolling stock operation",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician (manufacturing)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "additive manufacturing",
      "workplace safety and health framework development and implementation",
      "quality system management",
      "condition-based assets monitoring management",
      "manufacturing process management",
      "continuous process improvement",
      "machining",
      "lean manufacturing",
      "laser and optics application",
      "geometric dimensioning and tolerancing",
      "precision measurement",
      "material joining",
      "augmented reality application",
      "cutting",
      "computer-aided manufacturing",
      "human factors application and error management",
      "non-metallic materials manufacturing",
      "welding process",
      "visual testing",
      "surface preparation and protection for aerospace manufacturing",
      "surface enhancement",
      "sealants process",
      "aviation legislation compliance",
      "chemical processing",
      "coating",
      "physics concepts application",
      "non-metallic materials testing",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (vibration analysis)",
      "internet of things implementation",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (magnetic particle inspection)",
      "non-destructive testing (liquid penetrant inspection)",
      "non-destructive testing (infrared inspection)",
      "non-destructive testing (eddy current inspection)",
      "mathematical concepts application",
      "aerospace heat treatment process",
      "elastomer seals application",
      "electrical termination, connection and measurement",
      "engine cleaning",
      "workshop practices application"
    ],
    "technician (mechanical and electrical)": [
      "data and statistical analytics",
      "vendor management",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "drainage, plumbing and sanitary systems maintenance",
      "fire protection systems maintenance",
      "lift systems maintenance",
      "platform screen door maintenance",
      "escalator and travelator maintenance",
      "equipment maintenance and housekeeping",
      "station air-conditioning systems maintenance",
      "ventilation system maintenance",
      "work at heights",
      "workplace safety and health for confined spaces",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for electrical safety",
      "track access management",
      "workplace and facilities safety management",
      "internet of things application",
      "rail regulatory compliance",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician (mechanical)": [
      "knowledge management",
      "robotics and automation application",
      "engineering drawing, interpretation and management",
      "workplace safety and health framework development and implementation",
      "condition-based assets monitoring management",
      "quality system management",
      "lean manufacturing",
      "continuous process improvement",
      "precision measurement",
      "augmented reality application",
      "aerospace maintenance practices application",
      "non-destructive testing (ultrasonic inspection)",
      "non-destructive testing (vibration analysis)",
      "non-metallic materials testing",
      "physics concepts application",
      "sealants process",
      "non-destructive testing (magnetic particle inspection)",
      "sheet metal structures maintenance",
      "surface enhancement",
      "surface preparation and protection for aerospace manufacturing",
      "visual testing",
      "welding process",
      "non-destructive testing (radiographic inspection)",
      "non-destructive testing (eddy current inspection)",
      "non-destructive testing (liquid penetrant inspection)",
      "non-destructive testing (infrared inspection)",
      "aircraft cabin equipment and furnishing maintenance",
      "mathematical concepts application",
      "internet of things implementation",
      "human factors application and error management",
      "electrical wiring interconnection systems maintenance",
      "electrical termination, connection and measurement",
      "elastomer seals application",
      "composite structures design and maintenance",
      "coating",
      "chemical processing",
      "aviation legislation compliance",
      "airframe systems maintenance",
      "aircraft fuel and engine systems maintenance",
      "workshop practices application"
    ],
    "technician (permanent way and civil structure)": [
      "data and statistical analytics",
      "vendor management",
      "robotics and automation application",
      "report writing",
      "condition-based assets monitoring management",
      "civil structure maintenance",
      "rail track inspection",
      "rail track maintenance",
      "equipment maintenance and housekeeping",
      "third rail maintenance",
      "work at heights",
      "rail regulatory compliance",
      "internet of things application",
      "track access management",
      "engineering train and rolling stock operation",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician (power)": [
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "condition-based assets monitoring management",
      "battery and battery charger maintenance",
      "work at heights",
      "uninterruptible power supply system maintenance",
      "transformer maintenance",
      "traction power system maintenance",
      "22kv switchgear systems maintenance",
      "overhead catenary system maintenance",
      "low voltage switchboard maintenance",
      "low voltage power systems maintenance",
      "high voltage power systems maintenance",
      "equipment maintenance and housekeeping",
      "rail regulatory compliance",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician (rolling stock)": [
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "rolling stock propulsion systems maintenance",
      "rolling stock power systems maintenance",
      "rolling stock on-board control and communication systems maintenance",
      "rolling stock car body maintenance",
      "rolling stock brake systems maintenance",
      "rolling stock bogie maintenance",
      "rolling stock auxiliary systems maintenance",
      "rolling stock air-conditioning and ventilation systems maintenance",
      "equipment maintenance and housekeeping",
      "rail regulatory compliance",
      "internet of things application",
      "heavy lifting machinery operation",
      "engineering train and rolling stock operation",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician (signal and communications)": [
      "data and statistical analytics",
      "vendor management",
      "report writing",
      "robotics and automation application",
      "condition-based assets monitoring management",
      "communication auxiliary systems maintenance",
      "communication backbone system maintenance",
      "work at heights",
      "video surveillance system maintenance",
      "travel information system maintenance",
      "trainborne automatic train control equipment maintenance",
      "train supervisory system maintenance",
      "trackside automatic train control equipment maintenance",
      "supervisory control and data acquisition system maintenance",
      "signalling auxiliary devices and equipment maintenance",
      "signal interlocking systems maintenance",
      "radio system maintenance",
      "network systems maintenance",
      "equipment maintenance and housekeeping",
      "emergency and security communication systems maintenance",
      "communication power system maintenance",
      "rail regulatory compliance",
      "internet of things application",
      "workplace and facilities safety management",
      "workplace safety and health for confined spaces",
      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
      "workplace safety and health for incident and accident investigation"
    ],
    "technician - linear media infrastructure": [
      "emergency response management",
      "workplace safety and health",
      "broadcast infrastructure installation",
      "broadcast infrastructure maintenance",
      "broadcast infrastructure design"
    ],
    "technician / coordinator (commissioning)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "environmental management system framework development and implementation",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "commissioning and start-up management",
      "equipment and systems testing",
      "programme management",
      "structural testing",
      "technical inspection",
      "technical writing",
      "third party management",
      "hazards and risk identification and management"
    ],
    "technician / coordinator (engineering construction)": [
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "installation and assembly",
      "structural testing",
      "technical inspection",
      "technical writing",
      "equipment and systems testing",
      "third party management",
      "programme management",
      "inventory management",
      "hazards and risk identification and management"
    ],
    "technician / coordinator (operations and maintenance)": [
      "emergency response management",
      "continuous improvement management",
      "data and statistical analytics",
      "technology application",
      "asset management",
      "engineering drawing, interpretation and management",
      "workplace safety and health culture development",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "environmental management system framework development and implementation",
      "programme management",
      "equipment and systems testing",
      "structural testing",
      "technical inspection",
      "technical writing",
      "third party management",
      "facility maintenance",
      "hazards and risk identification and management",
      "equipment maintenance and housekeeping",
      "preventive maintenance",
      "equipment and systems repair",
      "inventory management"
    ],
    "technology, information and cybersecurity risk analyst": [
      "stakeholder management",
      "business continuity planning",
      "crisis management",
      "risk management",
      "contract and vendor management",
      "data governance",
      "emerging technology synthesis",
      "business risk assessment",
      "cybersecurity",
      "data collection and analysis",
      "ethical culture",
      "security governance",
      "standard operating procedures development",
      "risk and compliance reporting"
    ],
    "technology, information and cybersecurity risk manager": [
      "stakeholder management",
      "business continuity planning",
      "crisis management",
      "strategy planning",
      "risk management",
      "technology application",
      "data governance",
      "emerging technology synthesis",
      "contract and vendor management",
      "business risk assessment",
      "risk appetite and goals setting",
      "ethical culture",
      "data collection and analysis",
      "security governance",
      "cybersecurity",
      "standard operating procedures development",
      "policy implementation and revision",
      "people performance management",
      "risk and compliance reporting",
      "scenario planning and analysis"
    ],
    "terminal manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "market research",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "technology application",
      "process improvement and optimisation",
      "accident and incident response management",
      "standard operating procedures development",
      "service innovation",
      "crisis communication and media management",
      "passenger information systems management",
      "airport collaborative decision making model application",
      "service branding and coaching",
      "passenger movement management",
      "behavioural analysis and predictive screening",
      "airport safeguarding and security",
      "airport service quality management",
      "internet of things application",
      "airport audit and compliance",
      "flight disruptions and irregular operations management",
      "financial planning and budget management",
      "airport operations management"
    ],
    "terminal operations and fuel system operations department manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "technology road mapping",
      "workplace safety and health framework development and implementation",
      "organisational resource management",
      "regulatory compliance",
      "staff training facilitation",
      "contract management",
      "third party management",
      "hazards and risk identification and management",
      "business stakeholder management",
      "safe system of work development and implementation",
      "technical report writing",
      "dispute settlement",
      "fuel terminal operations management",
      "corrective maintenance management",
      "people capability development",
      "tank storage inventory management",
      "terminal operations management",
      "autonomous systems technology application"
    ],
    "terminal operations manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "staff training facilitation",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "corrective maintenance management",
      "people capability development",
      "terminal operations management"
    ],
    "terminal operations senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "corrective maintenance management",
      "people capability development",
      "terminal operations management"
    ],
    "terminal operations technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "corrective maintenance management",
      "people capability development",
      "terminal operations management"
    ],
    "terminal operations technician": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "corrective maintenance management",
      "terminal operations management"
    ],
    "therapy assistant": [
      "change management",
      "continuous improvement management",
      "audit management",
      "workplace safety and health",
      "emergency response and crisis management",
      "reflective practice",
      "client assessment in therapy support",
      "client education in therapy support",
      "infection control",
      "intervention implementation in therapy support",
      "inventory control and equipment maintenance in rehabilitation care",
      "management of stakeholders",
      "professional, legal and ethical healthcare practice",
      "workplace violence"
    ],
    "therapy support associate": [
      "change management",
      "continuous improvement management",
      "performance management",
      "audit management",
      "people management",
      "workplace safety and health",
      "emergency response and crisis management",
      "reflective practice",
      "strategy execution",
      "professional, legal and ethical healthcare practice",
      "inventory control and equipment maintenance in rehabilitation care",
      "management of stakeholders",
      "intervention implementation in therapy support",
      "infection control",
      "client education in therapy support",
      "client assessment in therapy support",
      "workplace violence"
    ],
    "threat analysis manager": [
      "stakeholder management",
      "manpower planning",
      "business performance management",
      "learning and development",
      "budgeting",
      "strategy planning",
      "networking",
      "emerging technology synthesis",
      "strategy implementation",
      "cyber risk management",
      "people and performance management",
      "security programme management",
      "threat analysis and defence",
      "security strategy",
      "audit and compliance",
      "security assessment and testing",
      "security architecture",
      "network security",
      "it standards",
      "cyber and data breach incident management",
      "threat intelligence and detection"
    ],
    "tour leader": [
      "stakeholder management",
      "market research",
      "service excellence",
      "vendor management",
      "workplace safety and health performance management",
      "accident and incident response management",
      "product, content and experience performance management",
      "tour leading operations",
      "tourism and economic development"
    ],
    "tourist guide": [
      "stakeholder management",
      "market research",
      "service excellence",
      "technology application",
      "vendor management",
      "accident and incident response management",
      "product, content and experience performance management",
      "tour and travel services product and experience development and delivery",
      "tour guide operations",
      "tourism and economic development"
    ],
    "town gas plant maintenance engineer": [
      "innovation management",
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "preventive maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "cyber incident management",
      "technology and systems application",
      "operational technology security design",
      "people capability development",
      "electrical maintenance management",
      "operational technology security audit management",
      "mechanical maintenance management",
      "business intelligence and data analytics",
      "condition monitoring",
      "corrective maintenance management",
      "instrumentation and control maintenance management"
    ],
    "town gas plant maintenance manager": [
      "innovation management",
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "preventive maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "business planning management",
      "technical report writing",
      "safe system of work development and implementation",
      "corrective maintenance management",
      "technology and systems application",
      "operational technology security design",
      "people capability development",
      "cyber incident management",
      "operational technology security audit management",
      "mechanical maintenance management",
      "business intelligence and data analytics",
      "condition monitoring",
      "electrical maintenance management",
      "instrumentation and control maintenance management"
    ],
    "town gas plant maintenance senior technical officer": [
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "staff training facilitation",
      "third party management",
      "electrical field maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "technical report writing",
      "corrective maintenance management",
      "condition monitoring",
      "business intelligence and data analytics",
      "people capability development",
      "technology and systems application",
      "instrumentation and control maintenance management"
    ],
    "town gas plant maintenance technical officer": [
      "emergency response management",
      "crisis management",
      "continuous improvement management",
      "asset management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "electrical field maintenance management",
      "equipment and systems installation and commissioning management",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "technical report writing",
      "hazards and risk identification and management",
      "corrective maintenance management",
      "condition monitoring",
      "business intelligence and data analytics",
      "instrumentation and control maintenance management",
      "technology and systems application"
    ],
    "town gas plant maintenance technician": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "technical report writing",
      "electrical field maintenance management",
      "equipment and systems installation and commissioning management",
      "hazards and risk identification and management",
      "mechanical field maintenance management",
      "preventive maintenance management",
      "safe system of work development and implementation",
      "technology and systems application",
      "business intelligence and data analytics",
      "condition monitoring",
      "corrective maintenance management",
      "instrumentation and control maintenance management"
    ],
    "town gas production engineer": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "regulatory compliance",
      "staff training facilitation",
      "technical report writing",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "town gas production management",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "people capability development"
    ],
    "town gas production manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "internet of things management",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "organisational resource management",
      "safe system of work development and implementation",
      "hazards and risk identification and management",
      "technical report writing",
      "business planning management",
      "people capability development",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "town gas production management",
      "autonomous systems technology application"
    ],
    "town gas production senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "people capability development",
      "town gas production management"
    ],
    "town gas production technical officer": [
      "emergency response management",
      "continuous improvement management",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "town gas production management"
    ],
    "town gas production technician": [
      "emergency response management",
      "continuous improvement management",
      "quality assurance management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "third party management",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "autonomous systems technology application",
      "business intelligence and data analytics",
      "corrective maintenance management",
      "town gas production management"
    ],
    "town gas technical services department manager": [
      "innovation management",
      "project management",
      "emergency response management",
      "continuous improvement management",
      "internet of things management",
      "workplace safety and health framework development and implementation",
      "third party management",
      "staff training facilitation",
      "regulatory compliance",
      "procurement management",
      "organisational resource management",
      "contract management",
      "business stakeholder management",
      "inspection engineering management",
      "hazards and risk identification and management",
      "equipment and systems installation and commissioning management",
      "safe system of work development and implementation",
      "technical report writing",
      "technical services management",
      "instrumentation and control maintenance management",
      "mechanical maintenance management",
      "people capability development",
      "permit management",
      "electrical maintenance management",
      "technical service process management",
      "technology and systems application",
      "business intelligence and data analytics"
    ],
    "trade finance manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "learning and development",
      "budgeting",
      "continuous improvement management",
      "business planning",
      "conflict management",
      "strategy planning",
      "manpower planning",
      "business performance management",
      "enterprise risk management",
      "organisational analysis",
      "systems thinking application",
      "import and export documentation administration",
      "international trade legislation compliance",
      "cash flow reporting",
      "effectiveness management",
      "data mining and modelling",
      "technology integration",
      "resource management",
      "trade finance management",
      "solutions design thinking"
    ],
    "trade management executive": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "contract and vendor management",
      "demand analysis",
      "market profiling",
      "networking",
      "systems thinking application",
      "pricing strategy",
      "benchmarking",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "shipping trade management",
      "solution design thinking",
      "innovation"
    ],
    "trade manager / assistant trade manager": [
      "stakeholder management",
      "change management",
      "market research",
      "business negotiation",
      "budgeting",
      "business planning",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "contract and vendor management",
      "demand analysis",
      "market profiling",
      "networking",
      "systems thinking application",
      "pricing strategy",
      "benchmarking",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "cyber security",
      "shipping trade management",
      "solution design thinking",
      "innovation"
    ],
    "trader": [
      "emerging technology synthesis",
      "financial analysis",
      "regulatory compliance",
      "ethical culture",
      "standard operating procedures development",
      "block trading",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing",
      "technical analysis",
      "qualitative analysis",
      "people performance management",
      "post trade monitoring and risk and capital management",
      "client investment suitability",
      "market research and analysis",
      "electronic trading system management",
      "data analytics and computational modelling",
      "trading management"
    ],
    "traffic controller / transport officer / line haul operations officer": [
      "stakeholder management",
      "business continuity management",
      "technology application",
      "process improvement and optimisation",
      "cargo tracking system administration",
      "import and export documentation administration",
      "risk management and administration",
      "dangerous goods management",
      "transport management system administration",
      "cargo security control",
      "environmental protection management",
      "logistics process quality management",
      "logistics solution design thinking",
      "material management (planning, sourcing, use, disposal)",
      "shipment load planning and palletisation / consolidation",
      "transportation hub / control centre administration"
    ],
    "traffic coordinator / dispatch coordinator": [
      "process improvement and optimisation",
      "equipment maintenance",
      "risk management and administration",
      "dangerous goods management",
      "transport management system administration",
      "transportation route and schedule planning",
      "environmental protection management",
      "transportation equipment handling",
      "transportation hub / control centre administration",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "train operations manager": [
      "stakeholder management",
      "innovation management",
      "budgeting",
      "continuous improvement management",
      "business continuity planning",
      "service excellence",
      "strategy planning",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "organisational planning and target setting",
      "people development",
      "staff performance management",
      "security management",
      "workplace and facilities safety management",
      "rail incident management",
      "rail regulatory compliance",
      "rail operations enhancement management",
      "rail emergency response management",
      "manpower planning and deployment",
      "health and fatigue risk management",
      "civil emergency management",
      "workplace safety and health for incident and accident investigation"
    ],
    "train service controller / depot traffic controller": [
      "innovation management",
      "learning and development",
      "continuous improvement management",
      "workplace safety and health culture development",
      "report writing",
      "people development",
      "civil emergency management",
      "security management",
      "workplace and facilities safety management",
      "train depot control management",
      "track access management",
      "rail operations control management",
      "rail regulatory compliance",
      "rail incident management",
      "rail emergency response management",
      "health and fatigue risk management",
      "workplace safety and health for incident and accident investigation"
    ],
    "trainee aircraft maintenance technician": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aerospace maintenance practices application",
      "aviation legislation compliance",
      "human factors application and error management",
      "mathematical concepts application",
      "physics concepts application",
      "workshop practices application"
    ],
    "trainee maintenance technician": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aerospace maintenance practices application",
      "aviation legislation compliance",
      "human factors application and error management",
      "mathematical concepts application",
      "physics concepts application",
      "workshop practices application"
    ],
    "trainee technician": [
      "knowledge management",
      "engineering drawing, interpretation and management",
      "quality system management",
      "workplace safety and health framework development and implementation",
      "continuous process improvement",
      "lean manufacturing",
      "aerospace maintenance practices application",
      "aviation legislation compliance",
      "human factors application and error management",
      "mathematical concepts application",
      "physics concepts application",
      "workshop practices application"
    ],
    "transaction banking operations analyst": [
      "risk management",
      "technology application",
      "data governance",
      "cash flow reporting",
      "treasury management",
      "ethical culture",
      "financial transactions",
      "standard operating procedures development",
      "trade finance management",
      "asset and liability management",
      "collateral management",
      "financial statements review"
    ],
    "transaction banking operations manager": [
      "budgeting",
      "risk management",
      "technology application",
      "data governance",
      "cash flow reporting",
      "treasury management",
      "ethical culture",
      "financial transactions",
      "standard operating procedures development",
      "trade finance management",
      "asset and liability management",
      "collateral management",
      "financial statements review",
      "people performance management"
    ],
    "transport assistant manager / transport executive / line haul operations executive": [
      "stakeholder management",
      "business negotiation",
      "business continuity management",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "dangerous goods management",
      "transport management system administration",
      "transportation route and schedule planning",
      "contract / vendor management",
      "livestock cargo administration",
      "pricing for transportation services and operations",
      "cold chain operations administration",
      "shipment load planning and palletisation / consolidation",
      "cargo security control",
      "supply chain solutioning / modelling / planning / strategising",
      "time sensitive cargo delivery management",
      "transportation hub / control centre administration"
    ],
    "transportation operations manager": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "business continuity management",
      "financial management",
      "strategy implementation",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "transport management system administration",
      "transportation route and schedule planning",
      "logistics solution product / project management",
      "pricing for transportation services and operations",
      "public-private-individual partnership collaboration",
      "shipment load planning and palletisation / consolidation",
      "cold chain operations administration",
      "cargo security control",
      "supply chain solutioning / modelling / planning / strategising",
      "time sensitive cargo delivery management",
      "transportation hub / control centre administration"
    ],
    "travel account director": [
      "stakeholder management",
      "business negotiation",
      "budgeting",
      "learning and development",
      "financial management",
      "business planning",
      "service excellence",
      "strategy planning",
      "corporate governance",
      "business performance management",
      "customer behaviour analysis",
      "contract development and management",
      "customer relationship management",
      "sales target management",
      "business data analysis",
      "succession planning",
      "organisational vision, mission and values formulation",
      "customer loyalty and retention strategy formulation",
      "technology scanning",
      "employee and labour relations",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "travel account executive": [
      "stakeholder management",
      "market research",
      "budgeting",
      "service excellence",
      "business performance management",
      "technology application",
      "customer behaviour analysis",
      "contract development and management",
      "customer relationship management",
      "sales target management",
      "business data analysis",
      "strategy implementation",
      "customer loyalty and retention strategy formulation",
      "sales closure",
      "technology scanning",
      "proposal writing",
      "financial planning and analysis",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "travel account manager": [
      "stakeholder management",
      "market research",
      "business negotiation",
      "financial management",
      "learning and development",
      "budgeting",
      "business planning",
      "service excellence",
      "corporate governance",
      "strategy planning",
      "business performance management",
      "technology application",
      "customer behaviour analysis",
      "customer relationship management",
      "contract development and management",
      "sales target management",
      "business data analysis",
      "strategy implementation",
      "succession planning",
      "sales closure",
      "organisational vision, mission and values formulation",
      "customer loyalty and retention strategy formulation",
      "proposal writing",
      "financial planning and analysis",
      "technology scanning",
      "tour and travel services product and experience development and delivery",
      "tourism and economic development"
    ],
    "travel operations director": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "service excellence",
      "business continuity planning",
      "continuous improvement management",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "workplace safety and health performance management",
      "vendor management",
      "contract development and management",
      "systems thinking application",
      "succession planning",
      "productivity improvement",
      "risk management and administration",
      "organisational vision, mission and values formulation",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "product, content and experience performance management",
      "tourism and economic development",
      "employee and labour relations"
    ],
    "travel operations manager": [
      "stakeholder management",
      "market research",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "service excellence",
      "continuous improvement management",
      "strategy planning",
      "manpower planning",
      "corporate governance",
      "business performance management",
      "vendor management",
      "technology application",
      "workplace safety and health performance management",
      "contract development and management",
      "strategy implementation",
      "systems thinking application",
      "succession planning",
      "risk management and administration",
      "productivity improvement",
      "organisational vision, mission and values formulation",
      "data mining and modelling",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "product, content and experience performance management",
      "tour and travel coordination, ticketing and reservations management",
      "tour guide operations",
      "tour leading operations",
      "tourism and economic development"
    ],
    "treasury manager": [
      "stakeholder management",
      "innovation management",
      "business planning",
      "change management",
      "project management",
      "budgeting",
      "learning and development",
      "financial management",
      "continuous improvement management",
      "strategy planning",
      "manpower planning",
      "conflict management",
      "business performance management",
      "enterprise risk management",
      "treasury management",
      "organisational analysis",
      "capital expenditure and investment evaluation",
      "credit risk management",
      "systems thinking application",
      "technology integration",
      "regulatory risk assessment",
      "regulatory compliance",
      "data mining and modelling",
      "internal controls",
      "effectiveness management",
      "macroeconomic analysis",
      "corporate and business law",
      "business acumen",
      "resource management",
      "financial reporting",
      "audit compliance",
      "accounting standards",
      "market risk management",
      "capital raising",
      "professional standards",
      "professional scepticism and judgment",
      "professional and business ethics",
      "digital technology environment scanning",
      "solutions design thinking",
      "business innovation and improvement",
      "management decision making",
      "cash flow management"
    ],
    "treasury operations analyst / market operations analyst": [
      "business performance management",
      "data governance",
      "cash flow reporting",
      "treasury management",
      "data collection and analysis",
      "ethical culture",
      "financial transactions",
      "trade finance management",
      "asset and liability management",
      "electronic trading system management",
      "financial statements review",
      "fund accounting",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing"
    ],
    "treasury operations manager / market operations manager": [
      "budgeting",
      "business performance management",
      "data governance",
      "cash flow reporting",
      "treasury management",
      "data collection and analysis",
      "ethical culture",
      "financial transactions",
      "trade finance management",
      "asset and liability management",
      "electronic trading system management",
      "financial statements review",
      "fund accounting",
      "people performance management",
      "price verification and profit analysis",
      "trade processing, fund settlement and treasury transaction processing"
    ],
    "trust administrator": [
      "stakeholder management",
      "customer experience management",
      "risk management",
      "regulatory compliance",
      "service challenges",
      "ethical culture",
      "corporate and business law application",
      "customer acceptance checking and onboarding",
      "market specialisation",
      "trust structuring"
    ],
    "trust manager": [
      "stakeholder management",
      "strategy planning",
      "customer experience management",
      "risk management",
      "regulatory compliance",
      "service challenges",
      "ethical culture",
      "corporate and business law application",
      "customer acceptance checking and onboarding",
      "market specialisation",
      "people performance management",
      "trust structuring"
    ],
    "tug master": [
      "cyber security",
      "chartwork",
      "fire prevention and fire-fighting",
      "personal survival techniques",
      "ship medical care",
      "ship mooring, anchoring and securing operations",
      "ship security",
      "steering and helmsmanship",
      "survival craft and rescue boats",
      "tug operations"
    ],
    "ui designer": [
      "stakeholder management",
      "project management",
      "budgeting",
      "data analytics",
      "business performance management",
      "customer experience management",
      "business environment analysis",
      "brand management",
      "user experience design",
      "emerging technology synthesis",
      "product management",
      "user interface design",
      "process improvement and optimisation",
      "design thinking practice",
      "business innovation",
      "business requirements mapping",
      "business needs analysis",
      "research",
      "software testing",
      "user testing and usability testing",
      "software design",
      "solution architecture"
    ],
    "underwriting executive": [
      "business negotiation",
      "continuous improvement management",
      "customer experience management",
      "contract and vendor management",
      "fraud risk management",
      "regulatory compliance",
      "credit assessment",
      "data collection and analysis",
      "ethical culture",
      "policy implementation and revision",
      "underwriting process",
      "risk analytics",
      "underwriting profitability and efficiency management"
    ],
    "underwriting manager": [
      "business negotiation",
      "continuous improvement management",
      "business performance management",
      "customer experience management",
      "business environment analysis",
      "contract and vendor management",
      "credit risk management",
      "quality assurance",
      "regulatory compliance",
      "fraud risk management",
      "policy implementation and revision",
      "underwriting process",
      "ethical culture",
      "data collection and analysis",
      "credit assessment",
      "people performance management",
      "risk analytics",
      "underwriting profitability and efficiency management"
    ],
    "ux designer": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "business performance management",
      "customer experience management",
      "brand management",
      "user experience design",
      "networking",
      "design thinking practice",
      "process improvement and optimisation",
      "product management",
      "test planning",
      "business innovation",
      "user interface design",
      "business requirements mapping",
      "business needs analysis",
      "user testing and usability testing"
    ],
    "venue operations director": [
      "stakeholder management",
      "project management",
      "learning and development",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "workplace safety and health performance management",
      "vendor management",
      "systems thinking application",
      "risk management and administration",
      "succession planning",
      "productivity improvement",
      "organisational vision, mission and values formulation",
      "events planning and management",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "employee and labour relations",
      "tourism and economic development",
      "crowd control and planning"
    ],
    "venue operations executive": [
      "stakeholder management",
      "market research",
      "project management",
      "budgeting",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "workplace safety and health performance management",
      "vendor management",
      "technology application",
      "systems thinking application",
      "strategy implementation",
      "events planning and management",
      "productivity improvement",
      "risk management and administration",
      "technology scanning",
      "accident and incident response management",
      "resource management",
      "project administration",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "tourism and economic development",
      "crowd control and planning"
    ],
    "venue operations manager": [
      "stakeholder management",
      "project management",
      "market research",
      "budgeting",
      "learning and development",
      "business continuity planning",
      "continuous improvement management",
      "service excellence",
      "corporate governance",
      "manpower planning",
      "strategy planning",
      "vendor management",
      "technology application",
      "workplace safety and health performance management",
      "strategy implementation",
      "systems thinking application",
      "risk management and administration",
      "productivity improvement",
      "organisational vision, mission and values formulation",
      "succession planning",
      "events planning and management",
      "resource management",
      "technology scanning",
      "accident and incident response management",
      "project administration",
      "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
      "tourism and economic development",
      "crowd control and planning"
    ],
    "vertical product manager": [
      "stakeholder management",
      "market research",
      "financial management",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "contract / vendor management",
      "event logistics administration",
      "logistics operations research and planning",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "material management (planning, sourcing, use, disposal)",
      "retail logistics administration",
      "supply chain solutioning / modelling / planning / strategising",
      "vertical programme management"
    ],
    "vertical specialist": [
      "stakeholder management",
      "market research",
      "process improvement and optimisation",
      "risk management and administration",
      "customer management",
      "contract / vendor management",
      "event logistics administration",
      "logistics operations research and planning",
      "logistics solution design thinking",
      "logistics solution product / project management",
      "material management (planning, sourcing, use, disposal)",
      "retail logistics administration",
      "supply chain solutioning / modelling / planning / strategising",
      "vertical programme management"
    ],
    "vessel account executive": [
      "financial management",
      "business data analysis",
      "cash flow reporting",
      "internal controls",
      "technology integration",
      "accounting standards",
      "audit compliance",
      "cyber security",
      "ethical culture",
      "accounting systems"
    ],
    "vessel accountant": [
      "stakeholder management",
      "change management",
      "budgeting",
      "financial management",
      "business data analysis",
      "internal controls",
      "technology integration",
      "cash flow reporting",
      "financial planning",
      "accounting standards",
      "risk control and response planning",
      "macroeconomic analysis",
      "ethical culture",
      "cyber security",
      "corporate and business law",
      "audit compliance",
      "accounting systems",
      "vessel cost management"
    ],
    "vessel cost controller": [
      "stakeholder management",
      "change management",
      "budgeting",
      "financial management",
      "business data analysis",
      "benchmarking",
      "cash flow reporting",
      "technology integration",
      "financial planning",
      "internal controls",
      "accounting standards",
      "macroeconomic analysis",
      "risk control and response planning",
      "ethical culture",
      "audit compliance",
      "cyber security",
      "corporate and business law",
      "vessel cost management"
    ],
    "vessel operations manager": [
      "financial management",
      "service excellence",
      "networking",
      "risk compliance and governance",
      "business data analysis",
      "technology integration",
      "cyber security",
      "organisational strategy and policy realisation",
      "resource management",
      "risk control and response planning",
      "innovation",
      "ship operations"
    ],
    "vice president": [
      "stakeholder management",
      "innovation management",
      "change management",
      "business negotiation",
      "learning and development",
      "manpower planning",
      "business development",
      "process improvement and optimisation",
      "standard operating procedures development",
      "crisis communication and media management",
      "customer relationship management",
      "service innovation",
      "human factors management",
      "internet of things application",
      "service branding and coaching",
      "airline operations management",
      "inclement weather operations and planning",
      "flight disruptions and irregular operations management",
      "airport operations management",
      "service level agreement management",
      "financial planning and budget management",
      "ground handling services and operations management",
      "engineering project management",
      "accident and incident response management",
      "engineering contract management",
      "airline distribution channel strategies",
      "airline marketing",
      "airport service quality management",
      "airport collaborative decision making model application",
      "network planning and operations",
      "airfield civil infrastructure maintenance and design",
      "airfield specialised systems maintenance and design",
      "scheduling and slot coordination",
      "runway safety",
      "route forecasting and development",
      "airline revenue management",
      "personnel and equipment operational readiness",
      "passenger movement management",
      "passenger information systems management",
      "airport and airline economics",
      "engineering safety and security standards",
      "airport infrastructure and facilities maintenance and design",
      "airport safeguarding and security",
      "human-robot collaboration",
      "airside operations management",
      "airside safety",
      "flight planning",
      "cabin crew performance management",
      "fire prevention and firefighting",
      "emergency response planning",
      "aircraft performance management",
      "engineering standards audit and assessment"
    ],
    "video editor (colour grading, online editing)": [
      "media file formats conformation",
      "procurement for production operations",
      "video editing",
      "colour grading",
      "immersive video editing",
      "production operations"
    ],
    "vision mixer / switcher": [
      "media file formats conformation",
      "video editing",
      "vision mixing",
      "creative storytelling",
      "storyboarding"
    ],
    "visual merchandiser": [
      "innovation management",
      "market research",
      "business negotiation",
      "crisis management",
      "data analytics",
      "conflict management",
      "marketing campaign management",
      "business environment analysis",
      "customer behaviour analysis",
      "report writing",
      "e-commerce campaign management",
      "intellectual property management",
      "workplace safety and health",
      "business relationship building",
      "design concepts generation",
      "brand campaign management",
      "visual collaterals production",
      "market trend analysis",
      "merchandise performance analysis",
      "organisational relationship building",
      "people development",
      "product styling",
      "workplace communications",
      "workforce diversity and harmony",
      "visual merchandising presentation",
      "visual design and communication principles",
      "shopper marketing campaign management",
      "retail space utilisation",
      "business operational planning",
      "digital image production",
      "process improvement",
      "problem identification",
      "personal effectiveness",
      "colour concept application",
      "compliance with legal regulations",
      "customer experience innovation",
      "idea generation and selection",
      "financial budget planning and management",
      "point-of-purchase marketing"
    ],
    "visual merchandising associate / assistant": [
      "innovation management",
      "crisis management",
      "data analytics",
      "marketing campaign management",
      "business environment analysis",
      "customer behaviour analysis",
      "report writing",
      "e-commerce campaign management",
      "intellectual property management",
      "workplace safety and health",
      "brand campaign management",
      "merchandise performance analysis",
      "visual collaterals production",
      "business operational planning",
      "workplace communications",
      "visual merchandising presentation",
      "visual design and communication principles",
      "shopper marketing campaign management",
      "retail space utilisation",
      "idea generation and selection",
      "customer experience innovation",
      "process improvement",
      "problem identification",
      "point-of-purchase marketing",
      "colour concept application",
      "compliance with legal regulations",
      "product styling"
    ],
    "visualiser / storyteller": [
      "brand management",
      "business presentation delivery",
      "design sketching",
      "design standards and specification",
      "technical drawing",
      "aesthetic and design sensibility",
      "conceptual thinking",
      "design creation and development",
      "digital and physical prototyping",
      "imagination and exploration",
      "narrative design",
      "visual communication",
      "content development and strategy",
      "cultural sensitivity for design",
      "data and information visualisation",
      "empathetic design"
    ],
    "volunteer executive": [
      "stakeholder management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "social sector policy influence",
      "trends evaluation and application",
      "volunteer programme evaluation",
      "volunteer programme management",
      "volunteer recruitment",
      "volunteer retention and engagement"
    ],
    "volunteer manager": [
      "stakeholder management",
      "collaborative practices across disciplines and sectors",
      "diversity awareness and management",
      "ethics, values and legislation",
      "social sector policy influence",
      "trends evaluation and application",
      "volunteer programme evaluation",
      "volunteer programme management",
      "volunteer recruitment",
      "volunteer retention and engagement"
    ],
    "vulnerability assessment and penetration testing analyst": [
      "stakeholder management",
      "learning and development",
      "strategy planning",
      "emerging technology synthesis",
      "strategy implementation",
      "test planning",
      "cyber risk management",
      "audit and compliance",
      "network security",
      "security assessment and testing",
      "security strategy",
      "threat analysis and defence"
    ],
    "vulnerability assessment and penetration testing manager": [
      "stakeholder management",
      "learning and development",
      "budgeting",
      "manpower planning",
      "strategy planning",
      "business performance management",
      "emerging technology synthesis",
      "networking",
      "test planning",
      "strategy implementation",
      "cyber risk management",
      "people and performance management",
      "security governance",
      "audit and compliance",
      "security strategy",
      "security education and awareness",
      "security assessment and testing",
      "network security",
      "threat analysis and defence"
    ],
    "warehouse officer / inventory controller / quality control officer / warehouse facilities management officer": [
      "stakeholder management",
      "process improvement and optimisation",
      "risk management and administration",
      "dangerous goods management",
      "warehouse space utilisation",
      "order fulfilment administration",
      "customer management",
      "contract / vendor management",
      "warehouse layout design",
      "warehouse performance measurement",
      "warehouse management system administration",
      "warehouse maintenance and housekeeping",
      "warehouse automation application",
      "warehouse facility security control",
      "warehouse facility management",
      "warehouse administration",
      "hazardous materials identification system (hmis) administration",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "warehouse operations executive / inventory management executive / warehouse assistant manager": [
      "innovation management",
      "change management",
      "financial management",
      "process improvement and optimisation",
      "risk management and administration",
      "warehouse space utilisation",
      "dangerous goods management",
      "customer management",
      "hazardous materials identification system (hmis) administration",
      "logistics solution design thinking",
      "shipment load planning and palletisation / consolidation",
      "warehouse administration",
      "warehouse automation application",
      "warehouse layout design",
      "warehouse management system administration",
      "warehouse performance measurement",
      "automation design"
    ],
    "warehouse operations manager / inventory management manager / capacity management manager": [
      "stakeholder management",
      "change management",
      "financial management",
      "process improvement and optimisation",
      "strategy implementation",
      "risk management and administration",
      "customer management",
      "warehouse space utilisation",
      "order fulfilment administration",
      "dangerous goods management",
      "logistics solution design thinking",
      "hazardous materials identification system (hmis) administration",
      "warehouse automation application",
      "warehouse facility security control",
      "warehouse layout design",
      "warehouse performance measurement",
      "public-private-individual partnership collaboration"
    ],
    "warehouse storekeeper / inventory coordinator / logistics coordinator": [
      "equipment maintenance",
      "risk management and administration",
      "dangerous goods management",
      "order fulfilment administration",
      "cargo lifting",
      "container loading and unloading administration",
      "environmental protection management",
      "hazardous materials identification system (hmis) administration",
      "material handling equipment (mhe) handling",
      "warehouse administration",
      "warehouse automation application",
      "warehouse facility management",
      "warehouse maintenance and housekeeping",
      "warehouse management system administration",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "warehouse supervisor / inventory control supervisor / quality control supervisor": [
      "change management",
      "equipment maintenance",
      "risk management and administration",
      "order fulfilment administration",
      "dangerous goods management",
      "warehouse space utilisation",
      "environmental protection management",
      "hazardous materials identification system (hmis) administration",
      "logistics operations research and planning",
      "logistics process quality management",
      "material handling equipment (mhe) handling",
      "warehouse administration",
      "warehouse facility management",
      "warehouse layout design",
      "warehouse maintenance and housekeeping",
      "warehouse management system administration",
      "warehouse performance measurement",
      "warehousing / cargo-related occupational health and safety management"
    ],
    "waste and recyclables collection attendant": [
      "emergency response management",
      "internet of things management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "hazardous material management",
      "waste disposal management",
      "waste sorting management"
    ],
    "waste and recyclables collection executive": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "business continuity management",
      "internet of things management",
      "strategy planning",
      "data and statistical analytics",
      "knowledge management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "risk management and administration",
      "effectiveness management",
      "customer management",
      "transport management system administration",
      "hazardous material management",
      "process quality management",
      "equipment and inventory management",
      "transport route and schedule planning",
      "waste collection management",
      "waste material loading and unloading administration",
      "automation research and implementation"
    ],
    "waste and recyclables collection manager": [
      "stakeholder management",
      "market research",
      "emergency response management",
      "learning and development",
      "business continuity management",
      "internet of things management",
      "strategy planning",
      "conflict management",
      "business development",
      "data and statistical analytics",
      "knowledge management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "effectiveness management",
      "risk management and administration",
      "transport management system administration",
      "workplace safety and health practices implementation",
      "customer management",
      "process quality management",
      "hazardous material management",
      "equipment and inventory management",
      "transport route and schedule planning",
      "waste collection management",
      "waste material loading and unloading administration",
      "automation research and implementation"
    ],
    "waste and recyclables collection supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "internet of things management",
      "conflict management",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "effectiveness management",
      "customer management",
      "workplace safety and health practices implementation",
      "hazardous material management",
      "equipment and inventory management",
      "process quality management",
      "transport route and schedule planning",
      "waste collection management"
    ],
    "waste management consultant": [
      "business continuity management",
      "environmental management system framework development and implementation",
      "process improvement and optimisation",
      "carbon footprint management",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "customer management",
      "environmental management system policies, standards, procedures and practices management",
      "process quality management",
      "waste treatment management",
      "waste recycling and recovery management",
      "waste material loading and unloading administration",
      "waste collection management",
      "sustainable material research",
      "sense making",
      "pyrolysis process for plastic waste recycling",
      "automation research and implementation",
      "problem solving",
      "influence",
      "hazardous material management",
      "digital fluency",
      "decision making",
      "creative thinking",
      "communication",
      "carbon markets and decarbonisation strategies management",
      "plastic recycling process"
    ],
    "waste process engineer": [
      "project management",
      "emergency response management",
      "learning and development",
      "workplace safety and health culture development",
      "environmental management system framework development and implementation",
      "process improvement and optimisation",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "customer management",
      "environmental management system policies, standards, procedures and practices management",
      "waste treatment management",
      "waste recycling and recovery management",
      "waste disposal management",
      "sustainable material research",
      "pyrolysis process for plastic waste recycling",
      "automation research and implementation",
      "process quality management",
      "process engineering design",
      "communication",
      "learning agility",
      "hazardous material management",
      "digital fluency",
      "decision making",
      "creative thinking",
      "plastic recycling process"
    ],
    "waste recycling executive / waste recovery executive": [
      "stakeholder management",
      "emergency response management",
      "business continuity management",
      "learning and development",
      "strategy planning",
      "internet of things management",
      "knowledge management",
      "data and statistical analytics",
      "workplace safety and health culture development",
      "robotics and automation application",
      "incident and accident investigation",
      "process improvement and optimisation",
      "risk management and administration",
      "effectiveness management",
      "workplace safety and health practices implementation",
      "customer management",
      "process quality management",
      "hazardous material management",
      "equipment and inventory management",
      "waste sorting management",
      "automation research and implementation"
    ],
    "waste recycling machine operator": [
      "stakeholder management",
      "emergency response management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "hazardous material management",
      "waste sorting management"
    ],
    "waste recycling manager / waste recovery manager": [
      "stakeholder management",
      "market research",
      "emergency response management",
      "learning and development",
      "business continuity management",
      "strategy planning",
      "internet of things management",
      "business development",
      "conflict management",
      "knowledge management",
      "data and statistical analytics",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "effectiveness management",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "customer management",
      "process quality management",
      "equipment and inventory management",
      "waste sorting management",
      "automation research and implementation"
    ],
    "waste recycling sorter": [
      "emergency response management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "hazardous material management",
      "waste sorting management"
    ],
    "waste recycling supervisor / waste recovery supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "workplace safety and health performance management",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "effectiveness management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "hazardous material management",
      "process quality management",
      "waste sorting management"
    ],
    "waste treatment executive / waste disposal executive": [
      "stakeholder management",
      "emergency response management",
      "financial management",
      "business continuity management",
      "learning and development",
      "internet of things management",
      "strategy planning",
      "data and statistical analytics",
      "knowledge management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "process improvement and optimisation",
      "environmental management system framework development and implementation",
      "incident and accident investigation",
      "effectiveness management",
      "risk management and administration",
      "workplace safety and health practices implementation",
      "environmental management system policies, standards, procedures and practices management",
      "customer management",
      "process quality management",
      "hazardous material management",
      "equipment and inventory management",
      "waste disposal management",
      "waste treatment management",
      "cleaning chemical handling",
      "automation research and implementation"
    ],
    "waste treatment plant manager": [
      "stakeholder management",
      "market research",
      "emergency response management",
      "business continuity management",
      "learning and development",
      "internet of things management",
      "business development",
      "conflict management",
      "strategy planning",
      "data and statistical analytics",
      "knowledge management",
      "workplace safety and health culture development",
      "robotics and automation application",
      "environmental management system framework development and implementation",
      "incident and accident investigation",
      "process improvement and optimisation",
      "risk management and administration",
      "effectiveness management",
      "workplace safety and health practices implementation",
      "environmental management system policies, standards, procedures and practices management",
      "customer management",
      "process quality management",
      "hazardous material management",
      "waste disposal management",
      "waste treatment management",
      "cleaning chemical handling",
      "automation research and implementation"
    ],
    "waste treatment supervisor / waste disposal supervisor": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "internet of things management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "effectiveness management",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "hazardous material management",
      "process quality management",
      "waste disposal management",
      "waste treatment management"
    ],
    "waste treatment worker / waste disposal worker": [
      "emergency response management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "environmental management system policies, standards, procedures and practices management",
      "workplace safety and health practices implementation",
      "cleaning chemical handling",
      "equipment and inventory management",
      "hazardous material management",
      "horizontal surface maintenance",
      "vertical surface maintenance",
      "waste disposal management",
      "waste treatment management"
    ],
    "water quality control chemist": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "staff training facilitation",
      "procurement management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "technology and systems application",
      "steam and water quality control management",
      "business intelligence and data analytics",
      "chemical reagent management",
      "people capability development",
      "corrective maintenance management",
      "power plant operations management"
    ],
    "water quality control manager": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "organisational resource management",
      "procurement management",
      "regulatory compliance",
      "staff training facilitation",
      "hazards and risk identification and management",
      "business planning management",
      "technical report writing",
      "safe system of work development and implementation",
      "steam and water quality control management",
      "technology and systems application",
      "business intelligence and data analytics",
      "power plant operations management",
      "corrective maintenance management",
      "chemical reagent management",
      "people capability development"
    ],
    "water quality control principal chemist": [
      "innovation management",
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "technology road mapping",
      "procurement management",
      "regulatory compliance",
      "staff training facilitation",
      "hazards and risk identification and management",
      "technical report writing",
      "safe system of work development and implementation",
      "steam and water quality control management",
      "technology and systems application",
      "business intelligence and data analytics",
      "chemical reagent management",
      "people capability development",
      "corrective maintenance management",
      "power plant operations management"
    ],
    "water quality control senior technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "procurement management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "business intelligence and data analytics",
      "chemical reagent management",
      "corrective maintenance management",
      "people capability development",
      "power plant operations management",
      "steam and water quality control management",
      "technology and systems application"
    ],
    "water quality control technical officer": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "procurement management",
      "regulatory compliance",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "business intelligence and data analytics",
      "chemical reagent management",
      "corrective maintenance management",
      "people capability development",
      "power plant operations management",
      "steam and water quality control management",
      "technology and systems application"
    ],
    "water quality control technician": [
      "emergency response management",
      "continuous improvement management",
      "crisis management",
      "workplace safety and health framework development and implementation",
      "regulatory compliance",
      "hazards and risk identification and management",
      "safe system of work development and implementation",
      "technical report writing",
      "business intelligence and data analytics",
      "chemical reagent management",
      "corrective maintenance management",
      "power plant operations management",
      "steam and water quality control management",
      "technology and systems application"
    ],
    "wealth planner": [
      "stakeholder management",
      "business opportunities development",
      "business planning",
      "strategy planning",
      "customer acquisition management",
      "customer experience management",
      "risk management",
      "business environment analysis",
      "networking",
      "customer relationship management",
      "product advisory",
      "service challenges",
      "ethical culture",
      "people performance management",
      "market specialisation",
      "trust structuring",
      "wealth planning administration"
    ],
    "weighbridge operator": [
      "stakeholder management",
      "emergency response management",
      "internet of things management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "transport management system administration",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "waste material loading and unloading administration"
    ],
    "weighbridge supervisor": [
      "stakeholder management",
      "emergency response management",
      "internet of things management",
      "data and statistical analytics",
      "workplace safety and health performance management",
      "robotics and automation application",
      "workplace safety and health culture development",
      "incident and accident investigation",
      "process improvement and optimisation",
      "transport management system administration",
      "workplace safety and health practices implementation",
      "equipment and inventory management",
      "process quality management",
      "waste material loading and unloading administration"
    ],
    "wine server / wine waiter / commis sommelier": [
      "emergency response management",
      "quality assurance management",
      "food safety and hygiene",
      "alcoholic beverage preparation",
      "wine service",
      "technology application and implementation",
      "system and work process improvement",
      "productivity optimisation for food and beverages operations",
      "legislative and regulatory compliance",
      "food waste disposal and reduction",
      "food and beverage visual merchandising presentation",
      "cost control and management",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "customer service excellence",
      "customer data analysis",
      "workplace safety and health for food and beverage operations"
    ],
    "wine specialist / demi sommelier": [
      "stakeholder management",
      "emergency response management",
      "learning and development",
      "crisis management",
      "business planning",
      "data analytics",
      "quality assurance management",
      "systems thinking application",
      "people management",
      "loss and risk prevention management",
      "food product marketing",
      "food safety and hygiene",
      "service innovation management",
      "productivity optimisation for food and beverages operations",
      "personal performance management",
      "system and work process improvement",
      "technology application and implementation",
      "wine service",
      "workforce diversity and inclusion",
      "legislative and regulatory compliance",
      "alcoholic beverage preparation",
      "information and communication technology disaster recovery management",
      "food waste disposal and reduction",
      "food and beverage visual merchandising presentation",
      "food and beverage service",
      "food and beverage recipe formulation",
      "food and beverage inventory management",
      "food and beverage equipment maintenance",
      "emerging technology scanning",
      "e-commerce management",
      "customer service excellence",
      "customer data analysis",
      "customer acquisition and relationship management",
      "cost control and management",
      "workplace safety and health for food and beverage operations"
    ],
    "workplace safety and health auditor": [
      "stakeholder management",
      "innovation management",
      "change management",
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      "staff performance management",
      "workplace safety and health audit programme management",
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      "workplace safety and health audit system management",
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      "workplace safety and health management in construction industry",
      "workplace safety and health supervision in tunnelling construction",
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      "workplace safety and health management in service industry",
      "workplace safety and health management in marine industry",
      "workplace safety and health management in manufacturing industry",
      "workplace safety and health culture management",
      "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
      "workplace safety and health incident management",
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      "joining and welding"
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      "workplace safety and health management in service industry",
      "workplace safety and health management in marine industry",
      "workplace safety and health management in manufacturing industry",
      "workplace safety and health management in construction industry",
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      "workplace safety and health business case development",
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      "workplace safety and health management in service industry",
      "workplace safety and health management in marine industry",
      "workplace safety and health management in manufacturing industry",
      "workplace safety and health management in construction industry",
      "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
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      "human factors application and error management",
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      "bus steering and suspension systems maintenance",
      "bus regulatory compliance",
      "bus engine system maintenance",
      "bus electrical and electronic systems maintenance",
      "bus drivetrain systems maintenance",
      "workplace and facilities safety management",
      "bus brake systems maintenance",
      "workplace safety and health for confined spaces",
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      "workplace safety and health for fire prevention and fire fighting",
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      "workplace safety and health for electrical safety",
      "workplace safety and health for fire prevention and fire fighting",
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      "internet of things application",
      "bus body work maintenance",
      "heavy lifting machinery operation",
      "bus steering and suspension systems maintenance",
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      "bus recovery and towing",
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      "nice_to_have": [
        "financial reporting",
        "accounting standards",
        "professional scepticism and judgment",
        "transactional accounting",
        "taxation laws",
        "tax implications",
        "tax computation",
        "professional standards",
        "accounting and tax systems",
        "professional and business ethics",
        "group accounting and consolidation",
        "financial reporting quality",
        "financial closing",
        "digital technology environment scanning",
        "digital technology adoption and innovation",
        "business innovation and improvement",
        "transfer pricing"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "admission and ticketing crew": {
      "role_name": "admission and ticketing crew",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "business performance management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "sales closure",
        "risk management and administration",
        "productivity improvement",
        "resource management",
        "financial planning and analysis",
        "technology scanning",
        "accident and incident response management",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions membership, admission and ticketing management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "agency director / segment lead": {
      "role_name": "agency director / segment lead",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business performance management",
        "customer acquisition management",
        "partnership management"
      ],
      "nice_to_have": [
        "financial analysis",
        "market profiling",
        "account management",
        "cash flow reporting",
        "product advisory",
        "ethical culture",
        "channel management",
        "client investment suitability",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "agency manager / team lead": {
      "role_name": "agency manager / team lead",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business performance management",
        "customer acquisition management",
        "customer experience management",
        "partnership management"
      ],
      "nice_to_have": [
        "customer relationship management",
        "financial analysis",
        "market profiling",
        "account management",
        "cash flow reporting",
        "product advisory",
        "ethical culture",
        "client investment suitability",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "agriculture technician": {
      "role_name": "agriculture technician",
      "total_skills": 20,
      "core_skills": [
        "financial management",
        "internet of things management",
        "data and statistical analytics",
        "quality assurance management",
        "workplace safety and health performance management",
        "robotic and automation technology application",
        "hazards and risk control, and policy management"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "risk management and administration",
        "active and smart packaging",
        "food safety and hygiene",
        "food safety analysis",
        "equipment maintenance and housekeeping",
        "environmental management system policies, standards, procedures and practices management",
        "food safety management",
        "agriculture techniques and cultivation programme management",
        "good agriculture practices implementation",
        "farm biosecurity compliance and management",
        "smart farming technology implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "agriculturist": {
      "role_name": "agriculturist",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "business continuity management",
        "financial management",
        "business opportunities development",
        "internet of things management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "quality assurance management",
        "robotic and automation technology application",
        "hazards and risk control, and policy management",
        "carbon footprint management",
        "continuous process improvement",
        "risk management and administration",
        "active and smart packaging",
        "food safety analysis",
        "food safety management",
        "food safety and hygiene",
        "equipment maintenance and housekeeping",
        "environmental management system policies, standards, procedures and practices management",
        "good agriculture practices implementation",
        "agriculture techniques and cultivation programme management",
        "farm biosecurity compliance and management",
        "smart farming technology implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "aircraft maintenance engineer apprentice": {
      "role_name": "aircraft maintenance engineer apprentice",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "aerospace maintenance practices application",
        "aviation legislation compliance",
        "human factors application and error management",
        "mathematical concepts application",
        "physics concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airport emergency assistant manager": {
      "role_name": "airport emergency assistant manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "airport operations management",
        "inclement weather operations and planning",
        "hazard and risk control and policy management",
        "fire prevention and firefighting",
        "personnel and equipment operational readiness",
        "emergency response planning",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airport emergency manager": {
      "role_name": "airport emergency manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "inclement weather operations and planning",
        "airport operations management",
        "hazard and risk control and policy management",
        "personnel and equipment operational readiness",
        "fire prevention and firefighting",
        "emergency response planning",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airport emergency officer": {
      "role_name": "airport emergency officer",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "airport operations management",
        "airside driving",
        "emergency response planning",
        "fire prevention and firefighting",
        "hazard and risk control and policy management",
        "human factors management",
        "inclement weather operations and planning",
        "personnel and equipment operational readiness"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airport emergency officer (specialist)": {
      "role_name": "airport emergency officer (specialist)",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "fire prevention and firefighting",
        "airport operations management",
        "human factors management",
        "inclement weather operations and planning",
        "emergency response planning",
        "personnel and equipment operational readiness",
        "airside driving",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airport operations centre manager": {
      "role_name": "airport operations centre manager",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "airport audit and compliance",
        "flight disruptions and irregular operations management",
        "financial planning and budget management",
        "passenger information systems management",
        "passenger movement management",
        "airport service quality management",
        "service branding and coaching",
        "airport safeguarding and security",
        "airport operations management",
        "airport collaborative decision making model application",
        "internet of things application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airside duty manager": {
      "role_name": "airside duty manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "standard operating procedures development",
        "service innovation",
        "dangerous goods management",
        "runway safety",
        "human factors management",
        "internet of things application",
        "airport collaborative decision making model application",
        "hazard and risk control and policy management",
        "airside safety",
        "airside operations management",
        "airside driving",
        "airport operations management",
        "wildlife hazard management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "airside officer": {
      "role_name": "airside officer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "standard operating procedures development",
        "dangerous goods management",
        "internet of things application",
        "runway safety",
        "human factors management",
        "airport collaborative decision making model application",
        "hazard and risk control and policy management",
        "airside safety",
        "airside operations management",
        "airside driving",
        "airport operations management",
        "wildlife hazard management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "analyst - analytics and customer insights": {
      "role_name": "analyst - analytics and customer insights",
      "total_skills": 6,
      "core_skills": [
        "data analytics"
      ],
      "nice_to_have": [
        "market research",
        "customer behaviour analysis",
        "data visualisation",
        "research",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "animator": {
      "role_name": "animator",
      "total_skills": 4,
      "core_skills": [
        "research"
      ],
      "nice_to_have": [
        "3d animation",
        "compositing visuals",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "application chemist": {
      "role_name": "application chemist",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "quality control management",
        "technical presentation",
        "technical services management",
        "technical report writing",
        "product testing management",
        "product design and development",
        "materials qualification",
        "continuing professional development management",
        "sample management",
        "strategic service excellence management",
        "laboratory operations management",
        "laboratory data reporting and analysis management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "applications support engineer": {
      "role_name": "applications support engineer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "customer experience management",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "test planning",
        "applications integration",
        "software configuration",
        "software testing",
        "applications development",
        "applications support and enhancement",
        "configuration tracking",
        "cyber and data breach incident management",
        "problem management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "aquaculture technician": {
      "role_name": "aquaculture technician",
      "total_skills": 19,
      "core_skills": [
        "financial management",
        "internet of things management",
        "data and statistical analytics",
        "quality assurance management",
        "workplace safety and health performance management",
        "robotic and automation technology application",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "risk management and administration",
        "hazards and risk control, and policy management",
        "active and smart packaging",
        "food safety and hygiene",
        "food safety analysis",
        "equipment maintenance and housekeeping",
        "environmental management system policies, standards, procedures and practices management",
        "food safety management",
        "good agriculture practices implementation",
        "farm biosecurity compliance and management",
        "smart farming technology implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "aquaculturist": {
      "role_name": "aquaculturist",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business continuity management",
        "financial management",
        "budgeting",
        "business opportunities development",
        "internet of things management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "quality assurance management",
        "robotic and automation technology application",
        "hazards and risk control, and policy management",
        "carbon footprint management",
        "continuous process improvement",
        "risk management and administration",
        "active and smart packaging",
        "food safety and hygiene",
        "food safety management",
        "food safety analysis",
        "equipment maintenance and housekeeping",
        "environmental management system policies, standards, procedures and practices management",
        "good agriculture practices implementation",
        "farm biosecurity compliance and management",
        "smart farming technology implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "arboriculture supervisor / arboriculture team leader": {
      "role_name": "arboriculture supervisor / arboriculture team leader",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "incident and accident investigation"
      ],
      "nice_to_have": [
        "hazards and risk control, and policy management",
        "site assessment and analysis",
        "work at heights",
        "landscape irrigation management",
        "landscape tools, equipment and machinery management",
        "plant identification",
        "plant selection for landscape development",
        "chainsaw operations",
        "horticultural chemical usage",
        "soil and media assessment and remediation",
        "environment management in landscape operations",
        "tree climbing and aerial rescues",
        "tree health management",
        "tree pruning",
        "tree removal",
        "tree transplantation",
        "automation of landscape operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "arboriculture technician": {
      "role_name": "arboriculture technician",
      "total_skills": 16,
      "core_skills": [
        "incident and accident investigation",
        "hazards and risk control, and policy management",
        "work at heights",
        "automation of landscape operations",
        "chainsaw operations",
        "environment management in landscape operations",
        "horticultural chemical usage",
        "landscape irrigation management",
        "landscape tools, equipment and machinery management"
      ],
      "nice_to_have": [
        "plant identification",
        "soil and media assessment and remediation",
        "tree climbing and aerial rescues",
        "tree health management",
        "tree pruning",
        "tree removal",
        "tree transplantation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "arborist / arboricultural consultant": {
      "role_name": "arborist / arboricultural consultant",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "vendor management",
        "budgeting",
        "learning and development",
        "strategy planning"
      ],
      "nice_to_have": [
        "workplace safety and health policy development",
        "business development",
        "incident and accident investigation",
        "site assessment and analysis",
        "hazards and risk control, and policy management",
        "contract preparation, evaluation, negotiation and tendering",
        "tree conservation and protection",
        "tree assessments",
        "work at heights",
        "landscape irrigation management",
        "tree transplantation",
        "tree removal",
        "automation of landscape operations",
        "data analysis and interpretation",
        "horticultural chemical usage",
        "tree climbing and aerial rescues",
        "plant selection for landscape development",
        "tree health management",
        "tree pruning",
        "soil and media assessment and remediation",
        "landscape tools, equipment and machinery management",
        "environment management in landscape operations",
        "workflow digitalisation",
        "plant identification"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "architect": {
      "role_name": "architect",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "technology application",
        "project feasibility assessment",
        "design thinking practice",
        "people management",
        "3d modelling",
        "material studies and production processes",
        "procurement coordination and policy development",
        "technical presentation",
        "technical drawing"
      ],
      "nice_to_have": [
        "design sketching",
        "design standards and specification",
        "building information modelling application",
        "architecture design",
        "solar photovoltaic systems designs",
        "site assessment and analysis",
        "project risk management",
        "augmented reality application",
        "critical thinking",
        "aesthetic and design sensibility",
        "design for safety",
        "data collection and analysis",
        "dispute resolution",
        "cultural, heritage and socio-economic sensitivity for design",
        "construction technology",
        "placemaking and programming of spaces",
        "integrated digital delivery application",
        "green building strategy implementation",
        "facade design",
        "regulatory submission and clearance",
        "contract administration and management",
        "design for manufacturing and assembly",
        "design for maintainability"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "architectural assistant": {
      "role_name": "architectural assistant",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "project feasibility assessment",
        "3d modelling",
        "design thinking practice",
        "technical drawing",
        "building information modelling application"
      ],
      "nice_to_have": [
        "procurement coordination and policy development",
        "critical thinking",
        "augmented reality application",
        "design for safety",
        "aesthetic and design sensibility",
        "natural ventilation design",
        "regulatory submission and clearance",
        "placemaking and programming of spaces",
        "construction technology",
        "lighting design optimisation",
        "computational design",
        "facade design",
        "ethical climate",
        "design for manufacturing and assembly",
        "design for maintainability",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "architectural associate": {
      "role_name": "architectural associate",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "project feasibility assessment",
        "3d modelling",
        "design thinking practice",
        "design sketching",
        "procurement coordination and policy development",
        "material studies and production processes"
      ],
      "nice_to_have": [
        "design standards and specification",
        "building information modelling application",
        "technical drawing",
        "data collection and analysis",
        "aesthetic and design sensibility",
        "critical thinking",
        "augmented reality application",
        "architecture design",
        "design for maintainability",
        "design for manufacturing and assembly",
        "facade design",
        "green building strategy implementation",
        "integrated digital delivery application",
        "construction technology",
        "placemaking and programming of spaces",
        "regulatory submission and clearance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "architectural executive": {
      "role_name": "architectural executive",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "technology application",
        "project feasibility assessment",
        "design thinking practice",
        "3d modelling",
        "building information modelling application"
      ],
      "nice_to_have": [
        "technical presentation",
        "technical drawing",
        "procurement coordination and policy development",
        "design for safety",
        "augmented reality application",
        "solar photovoltaic systems designs",
        "aesthetic and design sensibility",
        "project risk management",
        "critical thinking",
        "construction technology",
        "regulatory submission and clearance",
        "biophilic design in built environment",
        "placemaking and programming of spaces",
        "natural ventilation design",
        "lighting design optimisation",
        "integrated digital delivery application",
        "ethical climate",
        "computational design",
        "design for manufacturing and assembly",
        "design for maintainability",
        "facade design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "area manager / district manager": {
      "role_name": "area manager / district manager",
      "total_skills": 69,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business continuity management",
        "business opportunities development",
        "crisis management",
        "service excellence",
        "data analytics",
        "business continuity planning",
        "conflict management",
        "corporate governance",
        "business performance management",
        "knowledge management",
        "customer experience management",
        "business environment analysis",
        "sales target management",
        "financial analysis",
        "organisational analysis",
        "workplace safety and health",
        "systems thinking application",
        "intellectual property management",
        "business risk assessment"
      ],
      "nice_to_have": [
        "service challenges",
        "people and relationship management",
        "inventory control",
        "staff training facilitation",
        "vision leadership",
        "business relationship building",
        "productivity improvement",
        "service planning and implementation",
        "customer relationship management operations",
        "policy implementation and revision",
        "people development",
        "infographics and data visualisation",
        "organisational relationship building",
        "service leadership",
        "organisational planning and target setting",
        "service information and results",
        "service innovation",
        "store security policy",
        "service innovation culture",
        "workforce diversity and harmony",
        "store facilities and housekeeping",
        "service brand",
        "property and infrastructural planning",
        "workplace communications",
        "retailing and the economy",
        "service partnerships",
        "adapt to change",
        "products and services promotions",
        "franchise management",
        "business operational planning",
        "compliance with legal regulations",
        "customer experience innovation",
        "customer loyalty",
        "data-mining and modelling",
        "drive productivity and innovation",
        "financial budget planning and management",
        "food and beverage safety and hygiene",
        "functional analysis",
        "process improvement",
        "idea generation and selection",
        "interviewing",
        "manage change",
        "order fulfilment and returns processing",
        "organisational alignment and interdependency analysis",
        "organisational strategy formulation",
        "personal effectiveness",
        "problem identification",
        "organisation evaluation for business excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "art department assistant / set dresser": {
      "role_name": "art department assistant / set dresser",
      "total_skills": 6,
      "core_skills": [
        "set construction",
        "workplace safety and health",
        "production design"
      ],
      "nice_to_have": [
        "prop design",
        "set design",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "art director": {
      "role_name": "art director",
      "total_skills": 9,
      "core_skills": [
        "workplace safety and health",
        "procurement for production operations",
        "production budget management",
        "production design",
        "prop design"
      ],
      "nice_to_have": [
        "set construction",
        "set design",
        "visual style development",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "artificial intelligence / machine learning engineer": {
      "role_name": "artificial intelligence / machine learning engineer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emerging technology synthesis",
        "data governance"
      ],
      "nice_to_have": [
        "test planning",
        "business needs analysis",
        "database administration",
        "system integration",
        "data engineering",
        "data design",
        "data strategy",
        "cloud computing",
        "intelligent reasoning",
        "pattern recognition systems",
        "configuration tracking",
        "security architecture",
        "self-learning systems",
        "computer vision technology",
        "computational modelling",
        "text analytics and processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "artificial intelligence applied researcher": {
      "role_name": "artificial intelligence applied researcher",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data governance",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "business innovation",
        "design thinking practice",
        "business needs analysis",
        "research",
        "organisational design",
        "self-learning systems",
        "quality standards",
        "intelligent reasoning",
        "pattern recognition systems",
        "data strategy",
        "data ethics",
        "data design",
        "computer vision technology",
        "text analytics and processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assessor": {
      "role_name": "assessor",
      "total_skills": 10,
      "core_skills": [
        "innovation management",
        "data management",
        "accreditation structure management"
      ],
      "nice_to_have": [
        "assessment design and implementation",
        "data collection and preparation",
        "reflective practice",
        "research data analysis",
        "stakeholder engagement and management",
        "talent capability assessment",
        "learning experience evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant / trainee sales and purchase broker": {
      "role_name": "assistant / trainee sales and purchase broker",
      "total_skills": 17,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning"
      ],
      "nice_to_have": [
        "service excellence",
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "proposal writing",
        "ship financing",
        "ship sale and purchase",
        "ship valuation",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant chartering broker / trainee chartering broker": {
      "role_name": "assistant chartering broker / trainee chartering broker",
      "total_skills": 16,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence"
      ],
      "nice_to_have": [
        "financial analysis",
        "networking",
        "business data analysis",
        "credit risk management",
        "cash flow reporting",
        "technology integration",
        "cyber security",
        "proposal writing",
        "chartering",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant civil and structural engineer / technical executive (civil and structural engineering)": {
      "role_name": "assistant civil and structural engineer / technical executive (civil and structural engineering)",
      "total_skills": 20,
      "core_skills": [
        "technology application",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "building information modelling application",
        "structural testing",
        "technical writing"
      ],
      "nice_to_have": [
        "design for safety",
        "engineering contract management",
        "data collection and analysis",
        "solar photovoltaic systems designs",
        "design for maintainability",
        "design for manufacturing and assembly",
        "green building strategy implementation",
        "integrated digital delivery application",
        "construction technology",
        "regulatory submission and clearance",
        "computational design",
        "ethical climate"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant concierge": {
      "role_name": "assistant concierge",
      "total_skills": 19,
      "core_skills": [
        "service excellence",
        "crisis management",
        "customer experience management",
        "workplace safety and health performance management",
        "people and relationship management",
        "productivity improvement",
        "service coaching"
      ],
      "nice_to_have": [
        "people development",
        "service information and results",
        "service innovation",
        "service leadership",
        "service planning and implementation",
        "threat observation",
        "legal compliance management",
        "customer feedback and relationship management",
        "customer challenges management",
        "technology adoption and innovation",
        "tourism promotion",
        "concierge and uniformed service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant content and experience development executive / assistant curator": {
      "role_name": "assistant content and experience development executive / assistant curator",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "budgeting",
        "service excellence"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "contract development and management",
        "strategy implementation",
        "risk management and administration",
        "technology scanning",
        "content writing and editing",
        "financial planning and analysis",
        "resource management",
        "attractions content and experience development and delivery",
        "tourism and economic development",
        "product, content and experience performance management",
        "attractions guest relations management",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant coordination and reservations executive": {
      "role_name": "assistant coordination and reservations executive",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "business performance management"
      ],
      "nice_to_have": [
        "technology application",
        "vendor management",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "data mining and modelling",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "tour and travel coordination, ticketing and reservations management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant costume designer": {
      "role_name": "assistant costume designer",
      "total_skills": 7,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "procurement for production operations",
        "production design",
        "concept creation for production design",
        "costume design and creation",
        "production quality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant crewing manager": {
      "role_name": "assistant crewing manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "learning and development",
        "budgeting",
        "performance management"
      ],
      "nice_to_have": [
        "manpower planning",
        "contract and vendor management",
        "networking",
        "talent management",
        "labour relations management",
        "cyber security",
        "recruitment channel management",
        "selection management",
        "compensation management",
        "benefits management",
        "employee relations",
        "maritime emergency response management",
        "maritime incident management",
        "crew management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant customer support executive / assistant travel consultant (customer support)": {
      "role_name": "assistant customer support executive / assistant travel consultant (customer support)",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "business performance management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "technology application",
        "customer relationship management",
        "strategy implementation",
        "systems thinking application",
        "sales closure",
        "productivity improvement",
        "data mining and modelling",
        "technology scanning",
        "tour and travel coordination, ticketing and reservations management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant design engineer": {
      "role_name": "assistant design engineer",
      "total_skills": 31,
      "core_skills": [
        "emergency response management",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "systems integration",
        "programme management",
        "control system programming",
        "quality systems management",
        "interface management",
        "marine design customisation",
        "big data analytics",
        "marine equipment material selection",
        "naval architecture calculations"
      ],
      "nice_to_have": [
        "system configuration management",
        "system architecture design",
        "structural and arrangement drawing",
        "power generation system design",
        "pump and piping design",
        "propulsion system design",
        "safety system design",
        "ballast system design",
        "pipeline drawing",
        "instrumentation and control system design",
        "heating, ventilation and air conditioning system design",
        "heat transfer system design",
        "green ship design",
        "fuel and lubrication system design",
        "equipment drawing",
        "electrical drawing",
        "cooling system design",
        "cargo system design",
        "marine engineering calculations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant director": {
      "role_name": "assistant director",
      "total_skills": 27,
      "core_skills": [
        "emergency response management",
        "stakeholder management",
        "change management",
        "financial management",
        "conflict management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "risk management",
        "strategy implementation",
        "production planning and scheduling",
        "people management",
        "resilience and self-care",
        "emergency response and crisis management",
        "production operations",
        "social policy development",
        "social sector policy influence",
        "technology application in counselling",
        "social policy formulation",
        "advocacy and representation",
        "quality and audit management",
        "ethics, values and legislation",
        "diversity awareness and management",
        "direction",
        "department performance management",
        "collaborative practices across disciplines and sectors",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant director / senior manager": {
      "role_name": "assistant director / senior manager",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "corporate governance",
        "strategy planning",
        "manpower planning"
      ],
      "nice_to_have": [
        "risk management",
        "people management",
        "strategy implementation",
        "workplace safety and health",
        "emergency response and crisis management",
        "resilience and self-care",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "trends evaluation and application",
        "quality and audit management",
        "reflexive practice",
        "collaborative practices across disciplines and sectors",
        "social policy development",
        "social policy evaluation",
        "social policy formulation",
        "social policy implementation",
        "department performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant director of nursing (clinical)": {
      "role_name": "assistant director of nursing (clinical)",
      "total_skills": 22,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "clinical services development",
        "nursing research and statistics",
        "strategy management",
        "service quality management"
      ],
      "nice_to_have": [
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing",
        "patient care delivery in nursing",
        "nursing productivity and innovation",
        "clinical teaching and supervision",
        "clinical governance",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "effective communication in nursing",
        "department financial management",
        "medication management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant director of nursing (education)": {
      "role_name": "assistant director of nursing (education)",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "curriculum design",
        "clinical teaching and supervision"
      ],
      "nice_to_have": [
        "professional, legal and ethical healthcare practice",
        "strategy management",
        "service quality management",
        "quality improvement and safe practices",
        "programme evaluation",
        "programme delivery",
        "nursing research and statistics",
        "performance management for nursing",
        "clinical governance",
        "learner assessments",
        "inter-professional collaboration",
        "department financial management",
        "nursing productivity and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant director of nursing (management)": {
      "role_name": "assistant director of nursing (management)",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "clinical governance"
      ],
      "nice_to_have": [
        "clinical services development",
        "clinical teaching and supervision",
        "department financial management",
        "inter-professional collaboration",
        "nursing manpower planning",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "performance management for nursing",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "service quality management",
        "strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant education and programmes executive": {
      "role_name": "assistant education and programmes executive",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "budgeting",
        "service excellence"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "business data analysis",
        "strategy implementation",
        "risk management and administration",
        "resource management",
        "content writing and editing",
        "financial planning and analysis",
        "visual collaterals production",
        "technology scanning",
        "tourism and economic development",
        "attractions programme development",
        "product, content and experience performance management",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / assistant maintenance manager": {
      "role_name": "assistant engineer / assistant maintenance manager",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "internet of things management",
        "workplace safety and health performance management",
        "strategy development",
        "systems thinking",
        "quality system management"
      ],
      "nice_to_have": [
        "process validation",
        "good manufacturing practices implementation",
        "data synthesis",
        "equipment maintenance",
        "conflict resolution",
        "technical presentation",
        "green manufacturing design and implementation",
        "hazards and risk control, and policy management",
        "automated operation monitoring",
        "manufacturing process management",
        "automation process control",
        "data analytics system design",
        "continuous process improvement",
        "utilities management",
        "technical report writing",
        "active and smart packaging",
        "document control",
        "food safety management",
        "food manufacturing facility maintenance",
        "automated food manufacturing system maintenance",
        "advanced processing technology",
        "food manufacturing process design",
        "new product introduction for food"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / associate engineer": {
      "role_name": "assistant engineer / associate engineer",
      "total_skills": 50,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "internet of things management",
        "user experience design",
        "organisational analysis",
        "additive manufacturing",
        "data synthesis",
        "user interface design",
        "quality system management",
        "workplace safety and health system management",
        "laser and optics application",
        "lean manufacturing",
        "continuous process improvement",
        "embedded systems integration",
        "automated operation monitoring",
        "equipment maintenance",
        "automation process control",
        "data analytics system design"
      ],
      "nice_to_have": [
        "manufacturing process management",
        "machining",
        "automated system design",
        "surface preparation and protection",
        "product and machine assembly",
        "precision measurement",
        "metallic material characterisation",
        "cutting",
        "augmented reality application",
        "geometric dimensioning and tolerancing",
        "computer-aided manufacturing",
        "failure analysis",
        "material joining",
        "metrology management",
        "cleanliness and contamination control",
        "workplace safety and health practice",
        "welding",
        "virtual reality application",
        "manufacturing technology",
        "engineering product design",
        "computer-aided design",
        "injection mould design",
        "quality process control",
        "automation systems maintenance",
        "production line set-up",
        "jigs and fixture design",
        "hydraulic systems management",
        "polymeric material characterisation",
        "pneumatic systems management",
        "plastic injection moulding",
        "heat treatment process"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / officer (engineering procurement)": {
      "role_name": "assistant engineer / officer (engineering procurement)",
      "total_skills": 12,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "procurement coordination and policy development",
        "programme management",
        "technical writing",
        "third party management",
        "inventory management",
        "materials inspection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / officer (project development)": {
      "role_name": "assistant engineer / officer (project development)",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "environmental management system framework development and implementation",
        "building information modelling application",
        "business proposal writing",
        "programme management",
        "technical writing",
        "hazards and risk identification and management",
        "project risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / senior technician (commissioning)": {
      "role_name": "assistant engineer / senior technician (commissioning)",
      "total_skills": 16,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "environmental management system framework development and implementation",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "commissioning and start-up management",
        "equipment and systems testing",
        "programme management",
        "structural testing",
        "technical inspection",
        "technical writing",
        "third party management",
        "hazards and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / senior technician (engineering construction)": {
      "role_name": "assistant engineer / senior technician (engineering construction)",
      "total_skills": 19,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "installation and assembly",
        "structural testing",
        "technical inspection",
        "technical writing",
        "equipment and systems testing",
        "third party management",
        "programme management",
        "inventory management",
        "hazards and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / senior technician (operations and maintenance)": {
      "role_name": "assistant engineer / senior technician (operations and maintenance)",
      "total_skills": 24,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "technology application",
        "asset management",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "programme management",
        "equipment and systems testing",
        "structural testing",
        "technical inspection",
        "technical writing",
        "third party management",
        "hazards and risk identification and management",
        "facility maintenance",
        "preventive maintenance",
        "equipment maintenance and housekeeping",
        "equipment and systems repair",
        "inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant engineer / service engineer": {
      "role_name": "assistant engineer / service engineer",
      "total_skills": 19,
      "core_skills": [
        "business negotiation",
        "financial management",
        "business continuity management",
        "budgeting",
        "crisis management",
        "networking"
      ],
      "nice_to_have": [
        "financial analysis",
        "systems integration",
        "cash flow reporting",
        "resource management",
        "organisational strategy and policy realisation",
        "architecture design",
        "interface management",
        "cyber security",
        "work at heights",
        "innovation",
        "port equipment maintenance",
        "system configuration management",
        "condition-based monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant equipment engineer": {
      "role_name": "assistant equipment engineer",
      "total_skills": 20,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "report writing",
        "audit management",
        "good manufacturing practices implementation",
        "embedded systems integration"
      ],
      "nice_to_have": [
        "equipment maintenance",
        "automated operation monitoring",
        "hazards and risk control, and policy management",
        "data analytics system design",
        "continuous process improvement",
        "failure analysis",
        "quality systems management",
        "workplace safety and health practices implementation",
        "emergency management",
        "electrostatic discharge control",
        "automation system maintenance",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant event executive / assistant project executive": {
      "role_name": "assistant event executive / assistant project executive",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "continuous improvement management",
        "service excellence",
        "business continuity planning"
      ],
      "nice_to_have": [
        "technology application",
        "vendor management",
        "project feasibility assessment",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "events planning and management",
        "resource management",
        "technology scanning",
        "proposal writing",
        "project administration",
        "crowd control and planning",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant event operations executive": {
      "role_name": "assistant event operations executive",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "workplace safety and health performance management",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "project feasibility assessment",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "risk management and administration",
        "events planning and management",
        "productivity improvement",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "project administration",
        "delegates and participants management",
        "tourism and economic development",
        "crowd control and planning",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant event services executive": {
      "role_name": "assistant event services executive",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "technology application",
        "vendor management",
        "strategy implementation",
        "systems thinking application",
        "events planning and management",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "project administration",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant executive housekeeper": {
      "role_name": "assistant executive housekeeper",
      "total_skills": 33,
      "core_skills": [
        "innovation management",
        "change management",
        "budgeting",
        "business continuity planning",
        "business planning",
        "crisis management",
        "service excellence",
        "customer experience management",
        "workplace safety and health performance management",
        "vendor management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "vision leadership",
        "staff management",
        "service coaching",
        "service challenges",
        "productivity improvement",
        "people and relationship management",
        "business relationship building",
        "people development",
        "people and performance management",
        "resource management",
        "organisational relationship building",
        "loss and risk prevention management",
        "service information and results",
        "service innovation",
        "service planning and implementation",
        "dispute resolution",
        "room housekeeping operations management",
        "hospitality data collection and analysis",
        "service innovation culture",
        "environmental sustainability management",
        "technology adoption and innovation",
        "asset and inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant facilities engineer": {
      "role_name": "assistant facilities engineer",
      "total_skills": 20,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "report writing",
        "good manufacturing practices implementation",
        "audit management",
        "hazards and risk control, and policy management"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "embedded systems integration",
        "data analytics system design",
        "yield analysis",
        "failure analysis",
        "quality systems management",
        "workplace safety and health practices implementation",
        "facilities maintenance",
        "emergency management",
        "electrostatic discharge control",
        "quality process control",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant food technologist": {
      "role_name": "assistant food technologist",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "quality assurance management",
        "workplace safety and health performance management",
        "systems thinking",
        "process validation",
        "quality system management"
      ],
      "nice_to_have": [
        "good manufacturing practices implementation",
        "data synthesis",
        "product testing",
        "technical presentation",
        "green manufacturing design and implementation",
        "hazards and risk control, and policy management",
        "continuous process improvement",
        "technical report writing",
        "product improvement",
        "active and smart packaging",
        "packaging testing",
        "laboratory management",
        "food safety management",
        "food safety analysis",
        "food product marketing",
        "document control",
        "chemical risk management",
        "laboratory data analysis",
        "new product introduction for food",
        "advanced processing technology",
        "recipe formulation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant foreman / lead maintenance engineer / superintendent": {
      "role_name": "assistant foreman / lead maintenance engineer / superintendent",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "knowledge management",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "augmented reality application",
        "big data analytics",
        "maintenance coordination",
        "electrical fundamentals application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "propulsion principles application",
        "propeller principles application",
        "aviation legislation compliance",
        "predictive maintenance",
        "piston engine principles application",
        "maintenance organisation structure management",
        "physics concepts application",
        "mathematical concepts application",
        "electronic fundamentals application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace maintenance practices application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "digital techniques application",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant front office manager / assistant operations manager / duty manager / guest services manager / guest relations manager": {
      "role_name": "assistant front office manager / assistant operations manager / duty manager / guest services manager / guest relations manager",
      "total_skills": 31,
      "core_skills": [
        "innovation management",
        "change management",
        "customer experience management",
        "budgeting",
        "business planning",
        "crisis management",
        "business continuity planning",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "staff management",
        "productivity improvement",
        "people and relationship management",
        "service challenges",
        "service coaching",
        "service leadership",
        "service information and results",
        "service innovation",
        "service planning and implementation",
        "people development",
        "loss and risk prevention management",
        "people and performance management",
        "organisational relationship building",
        "dispute resolution",
        "one-stop service delivery",
        "legal compliance management",
        "hospitality data collection and analysis",
        "front office operations management",
        "environmental sustainability management",
        "service innovation culture",
        "customer feedback and relationship management",
        "customer challenges management",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant head chef": {
      "role_name": "assistant head chef",
      "total_skills": 47,
      "core_skills": [
        "emergency response management",
        "learning and development",
        "crisis management",
        "data analytics",
        "quality assurance management",
        "people management",
        "systems thinking application",
        "loss and risk prevention management",
        "food safety and hygiene",
        "food product marketing",
        "asian cold dish and dessert preparation",
        "productivity optimisation for food and beverages operations",
        "malay dry-heat dish preparation and cooking",
        "malay moist-heat dish preparation and cooking",
        "meat storage and fabrication",
        "personal performance management",
        "service innovation management"
      ],
      "nice_to_have": [
        "seafood storage and fabrication",
        "specialty cuisine preparation and cooking",
        "system and work process improvement",
        "technology application and implementation",
        "western cold dish preparation",
        "western dry-heat dish preparation and cooking",
        "western moist-heat dish preparation and cooking",
        "workforce diversity and inclusion",
        "legislative and regulatory compliance",
        "indian dry-heat dish preparation and cooking",
        "information and communication technology disaster recovery management",
        "indian moist-heat dish preparation and cooking",
        "chinese dry-heat dish preparation and cooking",
        "chinese moist-heat dish preparation and cooking",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer service excellence",
        "e-commerce management",
        "emerging technology scanning",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "food science application",
        "food waste disposal and reduction",
        "halal certification compliance for food and beverages operations",
        "asian cuisine preparation and cooking",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant horticulturist": {
      "role_name": "assistant horticulturist",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "knowledge management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "strategy implementation",
        "risk management and administration",
        "content writing and editing",
        "technology scanning",
        "accident and incident response management",
        "horticulture management",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions programme development",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant housekeeper / assistant housekeeping manager / housekeeping supervisor": {
      "role_name": "assistant housekeeper / assistant housekeeping manager / housekeeping supervisor",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "service excellence",
        "crisis management",
        "customer experience management",
        "workplace safety and health performance management",
        "vendor management",
        "service coaching",
        "staff management"
      ],
      "nice_to_have": [
        "people and relationship management",
        "productivity improvement",
        "threat observation",
        "service planning and implementation",
        "service innovation",
        "asset and inventory management",
        "resource management",
        "people development",
        "people and performance management",
        "organisational relationship building",
        "loss and risk prevention management",
        "room housekeeping operations management",
        "technology adoption and innovation",
        "environmental sustainability management",
        "customer challenges management",
        "public areas housekeeping operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant integration engineer": {
      "role_name": "assistant integration engineer",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "report writing",
        "good manufacturing practices implementation",
        "audit management",
        "data synthesis",
        "embedded systems integration"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "data analytics system design",
        "manufacturing process management",
        "hazards and risk control, and policy management",
        "new product introduction",
        "quality systems management",
        "failure analysis",
        "workplace safety and health practices implementation",
        "defect density monitoring",
        "electrostatic discharge control",
        "emergency management",
        "parametric testing",
        "process integration",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant keeper / assistant aquarist": {
      "role_name": "assistant keeper / assistant aquarist",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "knowledge management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "strategy implementation",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "attractions programme development",
        "crowd control and planning",
        "animal conditioning and enrichment",
        "attractions guest relations management",
        "animal transaction",
        "animal husbandry and nutrition",
        "animal habitat management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant lighting designer": {
      "role_name": "assistant lighting designer",
      "total_skills": 7,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "lighting conceptualisation and design for production",
        "lighting operations",
        "rigging operations",
        "concept creation for production design",
        "digital lighting for production",
        "production quality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant manager": {
      "role_name": "assistant manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "risk management",
        "strategy implementation",
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "quality and audit management",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "department performance management",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant manager (network planning)": {
      "role_name": "assistant manager (network planning)",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "data analytics",
        "manpower planning",
        "business development",
        "technology application",
        "standard operating procedures development",
        "airline marketing",
        "airport and airline economics",
        "airline revenue management",
        "network planning and operations",
        "route forecasting and development",
        "scheduling and slot coordination",
        "airline operations management",
        "airline distribution channel strategies"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant manager (operations & maintenance / specialised systems / projects)": {
      "role_name": "assistant manager (operations & maintenance / specialised systems / projects)",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "engineering contract management",
        "engineering project management",
        "human factors management",
        "airfield civil infrastructure maintenance and design",
        "hazard and risk control and policy management",
        "engineering standards audit and assessment",
        "airfield specialised systems maintenance and design",
        "airport operations management",
        "airport infrastructure and facilities maintenance and design",
        "engineering safety and security standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant manager / senior engineer (project development)": {
      "role_name": "assistant manager / senior engineer (project development)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "business performance management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "technology application",
        "contract development and management",
        "business presentation delivery",
        "environmental management system framework development and implementation",
        "organisational resource management",
        "programme management",
        "technical writing",
        "building information modelling application",
        "staff management",
        "business proposal writing",
        "project risk management",
        "electrical engineering management",
        "cost management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "organisational risk management",
        "mechanical engineering management",
        "civil and structural engineering management",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant manufacturing manager / section manager": {
      "role_name": "assistant manufacturing manager / section manager",
      "total_skills": 38,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business planning",
        "conflict management",
        "internet of things management",
        "enterprise risk management",
        "risk compliance and governance",
        "organisational analysis",
        "networking",
        "additive manufacturing"
      ],
      "nice_to_have": [
        "quality system management",
        "production planning",
        "workplace safety and health system management",
        "business data analysis",
        "data synthesis",
        "manufacturing process management",
        "lean manufacturing",
        "vision leadership",
        "data analytics system design",
        "procurement performance monitoring",
        "continuous process improvement",
        "manufacturing process design",
        "carbon footprint management",
        "value analysis",
        "supply chain solutioning",
        "maintenance coordination",
        "research and development",
        "production resource management",
        "production performance management",
        "new product introduction",
        "competitive business strategy",
        "sustainable manufacturing",
        "virtual reality application",
        "workplace safety and health practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant marine superintendent": {
      "role_name": "assistant marine superintendent",
      "total_skills": 27,
      "core_skills": [
        "budgeting",
        "business continuity management",
        "learning and development",
        "financial management",
        "business planning",
        "service excellence",
        "crisis management",
        "manpower planning",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "fleet procurement",
        "employee relations",
        "crisis communication",
        "crew management",
        "ship cyber security",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "ship safety management systems audit",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant market development manager / market development executive": {
      "role_name": "assistant market development manager / market development executive",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "business negotiation",
        "emergency response management",
        "business opportunities development",
        "customer acquisition management",
        "workplace safety and health performance management",
        "business environment analysis",
        "strategy development"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "systems thinking",
        "marketing communications plan development",
        "brand portfolio management",
        "e-commerce campaign management",
        "customer loyalty and retention strategy formulation",
        "social media marketing",
        "consumer intelligence analysis",
        "business relationship building",
        "technical presentation",
        "food product marketing",
        "product improvement",
        "communications channel management",
        "international marketing programmes management",
        "international trade legislation for business",
        "new export market entry strategy formulation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant marketing executive": {
      "role_name": "assistant marketing executive",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "technology application",
        "marketing campaign management",
        "marketing communications plan development",
        "brand portfolio management",
        "digital marketing",
        "media strategy development",
        "website design"
      ],
      "nice_to_have": [
        "strategy implementation",
        "e-commerce campaign management",
        "social media management",
        "website performance management",
        "media platforms management",
        "design concepts generation",
        "data mining and modelling",
        "brand guideline development",
        "infographics and data visualisation",
        "technology scanning",
        "visual collaterals production",
        "content writing and editing",
        "brand campaign management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant mechanical engineer / assistant electrical engineer / technical executive (mechanical engineering) / technical executive (electrical engineering)": {
      "role_name": "assistant mechanical engineer / assistant electrical engineer / technical executive (mechanical engineering) / technical executive (electrical engineering)",
      "total_skills": 30,
      "core_skills": [
        "technology application",
        "project feasibility assessment",
        "engineering safety standards interpretation",
        "quality system management",
        "building information modelling application",
        "engineering drawing and design specifications",
        "engineering contract management",
        "design for safety",
        "data collection and analysis",
        "solar photovoltaic systems designs",
        "plumbing, sanitary, drainage and gas systems design",
        "integrated digital delivery application",
        "natural ventilation design",
        "regulatory submission and clearance"
      ],
      "nice_to_have": [
        "lightning protection systems design",
        "lighting design optimisation",
        "lifts and escalators systems design",
        "life cycle costing and analysis",
        "air conditioning and mechanical ventilation system design",
        "indoor environmental quality improvement",
        "green building strategy implementation",
        "analytics and computational modelling",
        "ethical climate",
        "electrical systems design",
        "design for manufacturing and assembly",
        "design for maintainability",
        "construction technology",
        "computational design",
        "building management system implementation and control",
        "fire protection system design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant multimedia designer": {
      "role_name": "assistant multimedia designer",
      "total_skills": 11,
      "core_skills": [
        "innovation management",
        "multimedia design",
        "concept creation for production design"
      ],
      "nice_to_have": [
        "digital and interactive design",
        "immersive video editing for performing arts",
        "infrastructure design",
        "media file formats conformation",
        "video editing",
        "vision mixing",
        "content creation",
        "multimedia operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant nurse clinician": {
      "role_name": "assistant nurse clinician",
      "total_skills": 28,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing manpower planning",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care",
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing"
      ],
      "nice_to_have": [
        "nursing research and statistics",
        "nursing productivity and innovation",
        "nursing care for the deceased",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "learner assessments",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical governance",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant pastry chef": {
      "role_name": "assistant pastry chef",
      "total_skills": 35,
      "core_skills": [
        "emergency response management",
        "learning and development",
        "data analytics",
        "crisis management",
        "quality assurance management",
        "systems thinking application",
        "people management",
        "food product marketing",
        "food safety and hygiene"
      ],
      "nice_to_have": [
        "loss and risk prevention management",
        "technology application and implementation",
        "system and work process improvement",
        "workforce diversity and inclusion",
        "service innovation management",
        "information and communication technology disaster recovery management",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "pastry preparation",
        "legislative and regulatory compliance",
        "bread preparation",
        "food science application",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "cost control and management",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant pastry cook / assistant baker / kitchen assistant": {
      "role_name": "assistant pastry cook / assistant baker / kitchen assistant",
      "total_skills": 16,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "bread preparation",
        "customer service excellence",
        "food and beverage equipment maintenance"
      ],
      "nice_to_have": [
        "food and beverage inventory management",
        "food and beverage production management",
        "food waste disposal and reduction",
        "halal certification compliance for food and beverages operations",
        "legislative and regulatory compliance",
        "pastry preparation",
        "productivity optimisation for food and beverages operations",
        "system and work process improvement",
        "technology application and implementation",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant process engineer": {
      "role_name": "assistant process engineer",
      "total_skills": 19,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "report writing",
        "audit management",
        "data synthesis",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "manufacturing process management",
        "hazards and risk control, and policy management",
        "embedded systems integration",
        "data analytics system design",
        "failure analysis",
        "quality systems management",
        "workplace safety and health practices implementation",
        "emergency management",
        "electrostatic discharge control",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant producer - broadcast (casting)": {
      "role_name": "assistant producer - broadcast (casting)",
      "total_skills": 14,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "contract and vendor management",
        "production planning and scheduling"
      ],
      "nice_to_have": [
        "media law and compliance",
        "procurement for production operations",
        "production budget management",
        "production team and crew selection",
        "research",
        "concept creation",
        "creative storytelling",
        "location scouting and management",
        "production operations",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant producer - film (casting)": {
      "role_name": "assistant producer - film (casting)",
      "total_skills": 9,
      "core_skills": [
        "business negotiation",
        "emergency response management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "fundraising and sponsorships",
        "media law and compliance",
        "procurement for production operations",
        "research",
        "production operations",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant producer - games": {
      "role_name": "assistant producer - games",
      "total_skills": 6,
      "core_skills": [
        "project management",
        "customer experience management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "contract and vendor management",
        "production budget management",
        "research"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant producer - news / current affairs": {
      "role_name": "assistant producer - news / current affairs",
      "total_skills": 5,
      "core_skills": [
        "production planning and scheduling",
        "media law and compliance"
      ],
      "nice_to_have": [
        "news story research",
        "production operations",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant product and experience development executive": {
      "role_name": "assistant product and experience development executive",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "budgeting",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "vendor management",
        "contract development and management",
        "strategy implementation",
        "risk management and administration",
        "financial planning and analysis",
        "technology scanning",
        "product, content and experience performance management",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant product engineer": {
      "role_name": "assistant product engineer",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "learning and development",
        "report writing",
        "audit management",
        "data synthesis",
        "product testing",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "manufacturing process design",
        "data analytics system design",
        "yield analysis",
        "failure analysis",
        "new product introduction",
        "quality systems management",
        "workplace safety and health practices implementation",
        "emergency management",
        "material qualification",
        "metrology management",
        "electrostatic discharge control",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant production engineer": {
      "role_name": "assistant production engineer",
      "total_skills": 37,
      "core_skills": [
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "incident and accident investigation",
        "systems integration",
        "additive manufacturing",
        "programme management",
        "procurement coordination and policy development",
        "laser and optics application",
        "technical writing",
        "technical inspection",
        "structural testing"
      ],
      "nice_to_have": [
        "big data analytics",
        "quality systems management",
        "non-destructive testing",
        "naval architecture calculations",
        "marine equipment material selection",
        "value engineering",
        "interface management",
        "surface preparation and protection",
        "component assembly",
        "system configuration management",
        "commissioning coordination",
        "system architecture design",
        "forming",
        "computer numeric control operations",
        "scaffolding",
        "electrical testing",
        "installation planning and execution",
        "marine equipment and system maintenance",
        "marine engineering calculations",
        "launch planning and management",
        "joining and welding",
        "instrumentation and control system design",
        "material inspection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant project manager (construction) / construction manager": {
      "role_name": "assistant project manager (construction) / construction manager",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "business development",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "quality system management",
        "people management"
      ],
      "nice_to_have": [
        "incident and accident investigation",
        "workplace safety and health framework development and implementation",
        "equipment and systems testing",
        "building information modelling application",
        "technical writing",
        "technical inspection",
        "site assessment and analysis",
        "value engineering",
        "transportation route and schedule planning",
        "critical thinking",
        "data collection and analysis",
        "engineering contract management",
        "equipment and systems installation and commissioning management",
        "project risk management",
        "design for safety",
        "design for maintainability",
        "design for manufacturing and assembly",
        "integrated digital delivery application",
        "green building strategy implementation",
        "construction technology",
        "regulatory submission and clearance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant project manager / project management executive": {
      "role_name": "assistant project manager / project management executive",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "quality system management"
      ],
      "nice_to_have": [
        "incident and accident investigation",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "building information modelling application",
        "procurement coordination and policy development",
        "design for safety",
        "engineering contract management",
        "project risk management",
        "data collection and analysis",
        "critical thinking",
        "value engineering",
        "design for manufacturing and assembly",
        "integrated digital delivery application",
        "design for maintainability",
        "regulatory submission and clearance",
        "construction technology",
        "green building strategy implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant quality assurance / quality control engineer": {
      "role_name": "assistant quality assurance / quality control engineer",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "technical writing",
        "technical inspection",
        "structural testing",
        "programme management",
        "quality systems management",
        "value engineering",
        "big data analytics",
        "naval architecture calculations",
        "non-destructive testing",
        "quality engineering integration",
        "material inspection",
        "marine engineering calculations",
        "manufacturing workflow management",
        "electrical testing",
        "continuous quality improvement",
        "commissioning coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant quality engineer": {
      "role_name": "assistant quality engineer",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "report writing",
        "good manufacturing practices implementation",
        "product testing",
        "audit management",
        "data synthesis"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "data analytics system design",
        "yield analysis",
        "embedded systems integration",
        "hazards and risk control, and policy management",
        "quality systems management",
        "workplace safety and health practices implementation",
        "failure analysis",
        "electrostatic discharge control",
        "material qualification",
        "metrology management",
        "emergency management",
        "quality control and assurance",
        "quality process control",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant quantity surveyor / assistant cost manager": {
      "role_name": "assistant quantity surveyor / assistant cost manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "technology application",
        "building information modelling application",
        "procurement coordination and policy development"
      ],
      "nice_to_have": [
        "technical writing",
        "critical thinking",
        "data collection and analysis",
        "project cost",
        "research and information synthesis",
        "construction technology",
        "contract administration and management",
        "design for manufacturing and assembly",
        "ethical climate",
        "integrated digital delivery application",
        "life cycle costing and analysis",
        "measurement of building and construction works"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant relationship manager - private banking": {
      "role_name": "assistant relationship manager - private banking",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "business opportunities development"
      ],
      "nice_to_have": [
        "customer experience management",
        "risk management",
        "customer relationship management",
        "account management",
        "service challenges",
        "ethical culture",
        "research and information synthesis",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "market research and analysis",
        "market specialisation",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant relationship manager - retail banking / personal banking executive": {
      "role_name": "assistant relationship manager - retail banking / personal banking executive",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management",
        "networking",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "customer relationship management",
        "business risk assessment",
        "service challenges",
        "regulatory compliance",
        "product advisory",
        "account management",
        "fraud risk management",
        "research and information synthesis",
        "ethical culture",
        "market specialisation",
        "market research and analysis",
        "personal finance advisory",
        "customer acceptance checking and onboarding",
        "client investment suitability"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant relationship manager / relationship associate": {
      "role_name": "assistant relationship manager / relationship associate",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer experience management",
        "risk management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "research and information synthesis",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant research director": {
      "role_name": "assistant research director",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant research executive": {
      "role_name": "assistant research executive",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research"
      ],
      "nice_to_have": [
        "budgeting",
        "technology application",
        "business data analysis",
        "strategy implementation",
        "data mining and modelling",
        "financial planning and analysis",
        "proposal writing",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
        "product, content and experience performance management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant set designer": {
      "role_name": "assistant set designer",
      "total_skills": 9,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "production design",
        "prop design",
        "set construction",
        "set design",
        "concept creation for production design",
        "production quality management",
        "risk assessment for production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant specialist (digital delivery)": {
      "role_name": "assistant specialist (digital delivery)",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "performance management",
        "partnership management",
        "technology application",
        "systems thinking",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "programming and coding",
        "systems integration",
        "3d modelling",
        "business needs analysis",
        "building information modelling application",
        "technical drawing",
        "critical thinking",
        "data collection and analysis",
        "research and information synthesis",
        "augmented reality application",
        "applications integration",
        "construction technology",
        "design for manufacturing and assembly",
        "application support and enhancement",
        "integrated digital delivery application",
        "common data environment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant sponsorship executive": {
      "role_name": "assistant sponsorship executive",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "service excellence",
        "technology application",
        "strategy implementation",
        "data mining and modelling",
        "sponsorship management",
        "technology scanning",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant stage manager": {
      "role_name": "assistant stage manager",
      "total_skills": 10,
      "core_skills": [
        "project management",
        "production planning and scheduling"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "production budget management",
        "costume design and creation",
        "performing arts production operations",
        "production quality management",
        "props management",
        "rehearsal management",
        "risk assessment for production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant technical superintendent": {
      "role_name": "assistant technical superintendent",
      "total_skills": 28,
      "core_skills": [
        "market research",
        "budgeting",
        "financial management",
        "learning and development",
        "business continuity management",
        "business planning",
        "crisis management",
        "manpower planning",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "fleet procurement",
        "employee relations",
        "dry dock project management",
        "crisis communication",
        "crew management",
        "ship compliance management",
        "ship cyber security",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant venue operations executive": {
      "role_name": "assistant venue operations executive",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "service excellence"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "vendor management",
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "events planning and management",
        "productivity improvement",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "project administration",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "tourism and economic development",
        "crowd control and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "assistant wealth planner": {
      "role_name": "assistant wealth planner",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "customer relationship management",
        "product advisory",
        "service challenges",
        "ethical culture",
        "customer acceptance checking and onboarding",
        "market specialisation",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate (operations & maintenance / specialised systems / projects)": {
      "role_name": "associate (operations & maintenance / specialised systems / projects)",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "engineering contract management",
        "engineering project management",
        "airfield civil infrastructure maintenance and design",
        "airfield specialised systems maintenance and design",
        "airport infrastructure and facilities maintenance and design",
        "airport operations management",
        "engineering safety and security standards",
        "engineering standards audit and assessment",
        "hazard and risk control and policy management",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate / assistant sound designer": {
      "role_name": "associate / assistant sound designer",
      "total_skills": 6,
      "core_skills": [
        "sound design and creation",
        "sound recording operations"
      ],
      "nice_to_have": [
        "concept creation for production design",
        "production quality management",
        "technical sound design",
        "technical sound editing and mixing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate applications support engineer": {
      "role_name": "associate applications support engineer",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "test planning"
      ],
      "nice_to_have": [
        "customer experience management",
        "process improvement and optimisation",
        "business needs analysis",
        "applications support and enhancement",
        "configuration tracking",
        "software configuration",
        "software testing",
        "cyber and data breach incident management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate business analyst": {
      "role_name": "associate business analyst",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "process improvement and optimisation",
        "test planning",
        "business needs analysis",
        "business requirements mapping",
        "data visualisation",
        "software testing",
        "system integration",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate counsellor": {
      "role_name": "associate counsellor",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation"
      ],
      "nice_to_have": [
        "advocacy and representation",
        "technology application in counselling",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "group work intervention",
        "case and care planning",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate data centre operations engineer": {
      "role_name": "associate data centre operations engineer",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "project management",
        "infrastructure support",
        "process improvement and optimisation",
        "business needs analysis",
        "system integration",
        "cyber and data breach incident management",
        "data centre facilities management",
        "it asset management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate database support engineer": {
      "role_name": "associate database support engineer",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "project management",
        "infrastructure support",
        "process improvement and optimisation",
        "business needs analysis",
        "configuration tracking",
        "database administration",
        "cyber and data breach incident management",
        "data engineering",
        "data migration",
        "it asset management",
        "problem management",
        "procurement",
        "security administration",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate director (architecture) / principal architectural executive": {
      "role_name": "associate director (architecture) / principal architectural executive",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "business development",
        "project feasibility assessment",
        "3d modelling",
        "people management",
        "design thinking practice",
        "material studies and production processes",
        "technical drawing",
        "building information modelling application",
        "procurement coordination and policy development",
        "technical presentation"
      ],
      "nice_to_have": [
        "design sketching",
        "design standards and specification",
        "solar photovoltaic systems designs",
        "project risk management",
        "site assessment and analysis",
        "dispute resolution",
        "data collection and analysis",
        "critical thinking",
        "architecture design",
        "competitive business strategy",
        "technology scanning",
        "design for safety",
        "aesthetic and design sensibility",
        "placemaking and programming of spaces",
        "design for manufacturing and assembly",
        "design for maintainability",
        "green building strategy implementation",
        "cultural, heritage and socio-economic sensitivity for design",
        "regulatory submission and clearance",
        "contract administration and management",
        "construction technology",
        "integrated digital delivery application",
        "facade design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate director (civil and structural engineering) / principal civil and structural engineer": {
      "role_name": "associate director (civil and structural engineering) / principal civil and structural engineer",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "continuous improvement management",
        "business development",
        "manpower planning",
        "project feasibility assessment",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "design thinking practice",
        "quality system management",
        "people management",
        "workplace safety and health framework development and implementation",
        "technical inspection"
      ],
      "nice_to_have": [
        "material studies and production processes",
        "technical writing",
        "building information modelling application",
        "technical presentation",
        "structural testing",
        "competitive business strategy",
        "project risk management",
        "design for safety",
        "project cost",
        "critical thinking",
        "solar photovoltaic systems designs",
        "site assessment and analysis",
        "data collection and analysis",
        "engineering contract management",
        "dispute resolution",
        "technology scanning",
        "civil and structural engineering management",
        "design for manufacturing and assembly",
        "construction technology",
        "regulatory submission and clearance",
        "computational design",
        "cultural, heritage and socio-economic sensitivity for design",
        "integrated digital delivery application",
        "green building strategy implementation",
        "ethical climate",
        "design for maintainability",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate director (facilities management)": {
      "role_name": "associate director (facilities management)",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "robotic and automation technology application",
        "quality system management",
        "people management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "design thinking practice",
        "maintenance scheduling",
        "technical writing",
        "technical presentation",
        "building information modelling application",
        "technical inspection",
        "procurement coordination and policy development",
        "data collection and analysis",
        "value engineering",
        "technology scanning",
        "competitive business strategy",
        "security surveillance management",
        "project risk management",
        "project cost",
        "design for safety",
        "inventory management",
        "facilities shut-down and re-start",
        "contract administration and management",
        "construction technology",
        "design for maintainability",
        "smart facilities management",
        "life cycle costing and analysis",
        "integrated digital delivery application",
        "indoor environmental quality improvement",
        "building management system implementation and control",
        "green facilities management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate director (mechanical engineering / electrical engineering) / principal mechanical engineer / principal electrical engineer": {
      "role_name": "associate director (mechanical engineering / electrical engineering) / principal mechanical engineer / principal electrical engineer",
      "total_skills": 48,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "continuous improvement management",
        "manpower planning",
        "business development",
        "project feasibility assessment",
        "engineering safety standards interpretation",
        "quality system management",
        "design thinking practice",
        "people management",
        "technical inspection",
        "technical presentation",
        "building information modelling application"
      ],
      "nice_to_have": [
        "equipment and systems testing",
        "project cost",
        "project risk management",
        "equipment and systems installation and commissioning management",
        "technology scanning",
        "engineering drawing and design specifications",
        "engineering contract management",
        "site assessment and analysis",
        "design for safety",
        "solar photovoltaic energy assessment",
        "solar photovoltaic systems designs",
        "data collection and analysis",
        "critical thinking",
        "competitive business strategy",
        "regulatory submission and clearance",
        "plumbing, sanitary, drainage and gas systems design",
        "natural ventilation design",
        "air conditioning and mechanical ventilation system design",
        "lightning protection systems design",
        "lighting design optimisation",
        "lifts and escalators systems design",
        "life cycle costing and analysis",
        "integrated digital delivery application",
        "indoor environmental quality improvement",
        "analytics and computational modelling",
        "fire protection system design",
        "ethical climate",
        "electrical systems design",
        "design for manufacturing and assembly",
        "design for maintainability",
        "construction technology",
        "computational design",
        "building management system implementation and control",
        "green building strategy implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate director (quantity surveying) / contracts director": {
      "role_name": "associate director (quantity surveying) / contracts director",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "business development",
        "business performance management",
        "technology application",
        "project feasibility assessment",
        "design thinking practice",
        "people management"
      ],
      "nice_to_have": [
        "building information modelling application",
        "technical presentation",
        "technical writing",
        "procurement coordination and policy development",
        "research and information synthesis",
        "project risk management",
        "technology scanning",
        "project cost",
        "value engineering",
        "dispute resolution",
        "data collection and analysis",
        "critical thinking",
        "competitive business strategy",
        "measurement of building and construction works",
        "life cycle costing and analysis",
        "ethical climate",
        "design for manufacturing and assembly",
        "contract administration and management",
        "construction technology",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate embedded systems engineer": {
      "role_name": "associate embedded systems engineer",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "project management",
        "network configuration",
        "business environment analysis",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "test planning",
        "business risk management",
        "business needs analysis",
        "configuration tracking",
        "control system programming",
        "applications integration",
        "software configuration",
        "software testing",
        "applications support and enhancement",
        "system integration",
        "software design",
        "applications development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate infrastructure engineer": {
      "role_name": "associate infrastructure engineer",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data analytics",
        "business environment analysis",
        "infrastructure support",
        "vendor management",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "infrastructure deployment",
        "process improvement and optimisation",
        "test planning",
        "network administration and maintenance",
        "business needs analysis",
        "network configuration",
        "infrastructure design",
        "it asset management",
        "network security",
        "problem management",
        "procurement",
        "cyber and data breach incident management",
        "service level management",
        "cloud computing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate infrastructure support engineer": {
      "role_name": "associate infrastructure support engineer",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "project management"
      ],
      "nice_to_have": [
        "infrastructure support",
        "infrastructure deployment",
        "network administration and maintenance",
        "process improvement and optimisation",
        "business needs analysis",
        "network configuration",
        "cyber and data breach incident management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate network engineer": {
      "role_name": "associate network engineer",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business environment analysis",
        "vendor management"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "network administration and maintenance",
        "process improvement and optimisation",
        "test planning",
        "business needs analysis",
        "network configuration",
        "cyber and data breach incident management",
        "it asset management",
        "problem management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate operations centre support engineer": {
      "role_name": "associate operations centre support engineer",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "project management",
        "infrastructure support",
        "process improvement and optimisation",
        "business needs analysis",
        "configuration tracking",
        "cyber and data breach incident management",
        "data centre facilities management",
        "it asset management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate product analyst": {
      "role_name": "associate product analyst",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "data analytics"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "design thinking practice",
        "business needs analysis",
        "business requirements mapping",
        "artificial intelligence application in product development",
        "automation management in product development",
        "data design",
        "data engineering",
        "data ethics",
        "data visualisation and storyboarding",
        "quality standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate product designer": {
      "role_name": "associate product designer",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "data analytics",
        "business development",
        "partnership management",
        "customer experience management",
        "business environment analysis",
        "user experience design",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "brand management",
        "demand analysis",
        "user interface design",
        "design thinking practice",
        "test planning",
        "process improvement and optimisation",
        "product management",
        "design concepts generation",
        "business requirements mapping",
        "business needs analysis",
        "user testing and usability testing",
        "quality standards",
        "narrative design in product development",
        "automation management in product development",
        "data visualisation and storyboarding",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate product manager": {
      "role_name": "associate product manager",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "data analytics",
        "customer experience management",
        "business environment analysis",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "user experience design",
        "demand analysis",
        "product management",
        "strategy implementation",
        "user interface design",
        "design thinking practice",
        "business requirements mapping",
        "business needs analysis",
        "portfolio management",
        "automation management in product development",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate psychologist": {
      "role_name": "associate psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate radio frequency engineer": {
      "role_name": "associate radio frequency engineer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business environment analysis",
        "infrastructure support",
        "vendor management",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "infrastructure deployment",
        "network administration and maintenance",
        "process improvement and optimisation",
        "test planning",
        "network configuration",
        "business needs analysis",
        "it asset management",
        "procurement",
        "radio frequency engineering",
        "service level management",
        "cyber and data breach incident management",
        "problem management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate security analyst": {
      "role_name": "associate security analyst",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "network administration and maintenance"
      ],
      "nice_to_have": [
        "business needs analysis",
        "infrastructure support",
        "cyber and data breach incident management",
        "cyber forensics",
        "problem management",
        "security administration",
        "security assessment and testing",
        "security education and awareness",
        "security programme management",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate software engineer": {
      "role_name": "associate software engineer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business environment analysis",
        "emerging technology synthesis",
        "user interface design"
      ],
      "nice_to_have": [
        "test planning",
        "business needs analysis",
        "software testing",
        "applications integration",
        "applications support and enhancement",
        "configuration tracking",
        "system integration",
        "software configuration",
        "agile software development",
        "software design",
        "applications development",
        "data design",
        "problem management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate systems support engineer": {
      "role_name": "associate systems support engineer",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "project management"
      ],
      "nice_to_have": [
        "infrastructure support",
        "network administration and maintenance",
        "process improvement and optimisation",
        "business needs analysis",
        "configuration tracking",
        "system integration",
        "cyber and data breach incident management",
        "it asset management",
        "procurement",
        "security administration",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate ui designer": {
      "role_name": "associate ui designer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data analytics",
        "customer experience management",
        "business environment analysis",
        "brand management"
      ],
      "nice_to_have": [
        "user experience design",
        "emerging technology synthesis",
        "product management",
        "user interface design",
        "process improvement and optimisation",
        "design thinking practice",
        "business innovation",
        "business requirements mapping",
        "business needs analysis",
        "research",
        "software testing",
        "user testing and usability testing",
        "software design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate ux designer": {
      "role_name": "associate ux designer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "test planning",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "business needs analysis",
        "brand management",
        "user experience design",
        "design thinking practice",
        "process improvement and optimisation",
        "product management",
        "business requirements mapping",
        "user testing and usability testing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate, performance and rewards": {
      "role_name": "associate, performance and rewards",
      "total_skills": 12,
      "core_skills": [
        "performance management",
        "data management",
        "benefits management",
        "compensation management",
        "data collection and preparation"
      ],
      "nice_to_have": [
        "skills framework adoption",
        "stakeholder engagement and management",
        "employee communication management",
        "human resource analytics and insights",
        "human resource practices implementation",
        "human resource systems management",
        "job analysis and evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate, talent attraction and employee experience and relations": {
      "role_name": "associate, talent attraction and employee experience and relations",
      "total_skills": 16,
      "core_skills": [
        "data management",
        "data collection and preparation",
        "selection management",
        "skills framework adoption",
        "stakeholder engagement and management",
        "digital marketing and communication",
        "diversity and inclusion management",
        "employee communication management",
        "employee engagement management"
      ],
      "nice_to_have": [
        "health and wellness programme management",
        "human resource analytics and insights",
        "human resource practices implementation",
        "human resource systems management",
        "job analysis and evaluation",
        "onboarding",
        "organisational event management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "associate, talent management and learning and organisational development": {
      "role_name": "associate, talent management and learning and organisational development",
      "total_skills": 15,
      "core_skills": [
        "performance management",
        "data management",
        "learning needs analysis",
        "data collection and preparation",
        "skills framework adoption",
        "stakeholder engagement and management"
      ],
      "nice_to_have": [
        "talent capability assessment",
        "employee communication management",
        "employee mobility management",
        "human resource analytics and insights",
        "human resource practices implementation",
        "human resource systems management",
        "involuntary exit management",
        "learning and development programme management",
        "voluntary exit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "attractions operations director": {
      "role_name": "attractions operations director",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "financial management",
        "business continuity planning",
        "service excellence",
        "business planning",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "corporate governance",
        "business performance management",
        "vendor management",
        "workplace safety and health performance management",
        "systems thinking application",
        "business data analysis",
        "succession planning",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "merchandise buying",
        "merchandise performance analysis",
        "tourism and economic development",
        "employee and labour relations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "attractions operations manager": {
      "role_name": "attractions operations manager",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "budgeting",
        "financial management",
        "learning and development",
        "business continuity planning",
        "continuous improvement management",
        "service excellence",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "internet of things management",
        "business performance management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "vendor management",
        "technology application",
        "strategy implementation",
        "systems thinking application",
        "business data analysis",
        "succession planning",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "merchandise performance analysis",
        "financial planning and analysis",
        "merchandise buying",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions transportation operations",
        "attractions ride and equipment maintenance",
        "tourism and economic development",
        "attractions membership, admission and ticketing management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "attractions operations supervisor / attractions operations executive": {
      "role_name": "attractions operations supervisor / attractions operations executive",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "business performance management",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "business data analysis",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "risk management and administration",
        "financial planning and analysis",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions transportation operations",
        "attractions ride and equipment maintenance",
        "tourism and economic development",
        "attractions membership, admission and ticketing management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "audit associate / audit assistant associate": {
      "role_name": "audit associate / audit assistant associate",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "data governance",
        "programming and coding",
        "internal controls"
      ],
      "nice_to_have": [
        "accounting standards",
        "business acumen",
        "cyber security",
        "project execution and control",
        "macroeconomic analysis",
        "professional and business ethics",
        "risk assessment",
        "professional scepticism and judgment",
        "financial statements analysis",
        "auditing and assurance standards",
        "engagement quality control",
        "engagement execution",
        "digital technology environment scanning",
        "auditor independence",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "audit manager": {
      "role_name": "audit manager",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "data analytics",
        "business development",
        "conflict management",
        "data governance"
      ],
      "nice_to_have": [
        "programming and coding",
        "disruption management",
        "internal controls",
        "cyber security",
        "project execution and control",
        "business acumen",
        "macroeconomic analysis",
        "accounting standards",
        "financial statements analysis",
        "risk assessment",
        "professional scepticism and judgment",
        "professional and business ethics",
        "engagement execution",
        "engagement review",
        "engagement quality control",
        "engagement planning",
        "auditing and assurance standards",
        "engagement completion and reporting",
        "digital technology environment scanning",
        "business innovation and improvement",
        "auditor independence",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "audit partner / audit director": {
      "role_name": "audit partner / audit director",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "data analytics",
        "business development",
        "conflict management",
        "data governance"
      ],
      "nice_to_have": [
        "programming and coding",
        "disruption management",
        "internal controls",
        "cyber security",
        "project execution and control",
        "business acumen",
        "macroeconomic analysis",
        "accounting standards",
        "governance",
        "risk assessment",
        "professional scepticism and judgment",
        "professional and business ethics",
        "engagement planning",
        "financial statements analysis",
        "engagement review",
        "engagement quality control",
        "auditing and assurance standards",
        "engagement completion and reporting",
        "digital technology environment scanning",
        "business innovation and improvement",
        "auditor independence",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "audit senior": {
      "role_name": "audit senior",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "change management",
        "data analytics",
        "conflict management",
        "data governance"
      ],
      "nice_to_have": [
        "programming and coding",
        "internal controls",
        "accounting standards",
        "business acumen",
        "cyber security",
        "project execution and control",
        "macroeconomic analysis",
        "risk assessment",
        "professional scepticism and judgment",
        "professional and business ethics",
        "engagement planning",
        "financial statements analysis",
        "engagement review",
        "engagement quality control",
        "auditing and assurance standards",
        "engagement execution",
        "engagement completion and reporting",
        "digital technology environment scanning",
        "auditor independence",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "automation and orchestration engineer": {
      "role_name": "automation and orchestration engineer",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "performance management",
        "business environment analysis",
        "vendor management",
        "emerging technology synthesis",
        "business risk management",
        "test planning"
      ],
      "nice_to_have": [
        "system integration",
        "business innovation",
        "process improvement and optimisation",
        "contract management",
        "network configuration",
        "business requirements mapping",
        "business needs analysis",
        "network administration and maintenance",
        "software configuration",
        "security administration",
        "service level management",
        "problem management",
        "radio frequency engineering",
        "procurement",
        "configuration tracking",
        "network slicing",
        "cyber and data breach incident management",
        "network security"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "automation coordinator / robot coordinator": {
      "role_name": "automation coordinator / robot coordinator",
      "total_skills": 37,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "internet of things management",
        "additive manufacturing",
        "data synthesis",
        "quality system management",
        "manufacturing process management",
        "machining",
        "lean manufacturing",
        "equipment maintenance",
        "embedded systems integration",
        "laser and optics application",
        "automated operation monitoring",
        "automation process control",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "cutting",
        "automated system design",
        "surface preparation and protection",
        "production shut-down and re-start",
        "product and machine assembly",
        "precision measurement",
        "non-destructive testing",
        "material joining",
        "maintenance coordination",
        "augmented reality application",
        "failure analysis",
        "computer-aided manufacturing",
        "manufacturing technology",
        "automation systems maintenance",
        "plastic injection moulding",
        "pneumatic systems management",
        "cleanliness and contamination control",
        "production line set-up",
        "computer-aided design",
        "quality process control",
        "virtual reality application",
        "workplace safety and health practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "auxiliary police officer": {
      "role_name": "auxiliary police officer",
      "total_skills": 21,
      "core_skills": [
        "robotics and automation application",
        "access control management",
        "security surveillance management",
        "threat observation",
        "crowd and traffic control management",
        "information collection",
        "self-defence",
        "arrestation",
        "security screening management",
        "security operation compliance",
        "security escort",
        "canine handling"
      ],
      "nice_to_have": [
        "incident response",
        "deterrence",
        "guard and patrol",
        "alarm system management",
        "firearm handling",
        "executive protection",
        "environment observation",
        "documentation",
        "first-aid"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "auxiliary police officer supervisor / team leader": {
      "role_name": "auxiliary police officer supervisor / team leader",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "performance management",
        "manpower planning",
        "robotics and automation application",
        "access control management",
        "security surveillance management"
      ],
      "nice_to_have": [
        "threat observation",
        "documentation",
        "environment observation",
        "self-defence",
        "arrestation",
        "security screening management",
        "security risk analysis",
        "security operation compliance",
        "security event management",
        "security escort",
        "capability development",
        "confidentiality management",
        "conflict resolution management",
        "crowd and traffic control management",
        "alarm system management",
        "incident response",
        "guard and patrol",
        "executive protection",
        "information collection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "back end developer": {
      "role_name": "back end developer",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "system integration",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "data design",
        "problem management",
        "continuous integration and continuous deployment",
        "configuration tracking",
        "quality standards",
        "service level management",
        "cloud computing",
        "software design",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "baggage services assistant": {
      "role_name": "baggage services assistant",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "accident and incident response management",
        "baggage services management",
        "ground handling services and operations management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "baggage security screening operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "baggage lost and found operations",
        "baggage handling operations",
        "airside driving",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "baggage services officer": {
      "role_name": "baggage services officer",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "accident and incident response management",
        "baggage services management",
        "ground handling services and operations management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "baggage security screening operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "baggage lost and found operations",
        "baggage handling operations",
        "airside driving",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "baker": {
      "role_name": "baker",
      "total_skills": 21,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "food science application",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "pastry preparation",
        "legislative and regulatory compliance"
      ],
      "nice_to_have": [
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "bread preparation",
        "cost control and management",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "customer data analysis",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "barista": {
      "role_name": "barista",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "food waste disposal and reduction",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "non-alcoholic beverage preparation"
      ],
      "nice_to_have": [
        "legislative and regulatory compliance",
        "halal certification compliance for food and beverages operations",
        "cost control and management",
        "customer data analysis",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "barista supervisor / senior barista": {
      "role_name": "barista supervisor / senior barista",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "business planning",
        "crisis management",
        "data analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "people management",
        "systems thinking application",
        "loss and risk prevention management",
        "food safety and hygiene",
        "food product marketing",
        "non-alcoholic beverage preparation",
        "service innovation management",
        "personal performance management",
        "productivity optimisation for food and beverages operations",
        "system and work process improvement",
        "technology application and implementation",
        "workforce diversity and inclusion",
        "legislative and regulatory compliance",
        "food waste disposal and reduction",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "cost control and management",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bartender": {
      "role_name": "bartender",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "alcoholic beverage preparation",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "non-alcoholic beverage preparation"
      ],
      "nice_to_have": [
        "legislative and regulatory compliance",
        "food waste disposal and reduction",
        "food and beverage visual merchandising presentation",
        "cost control and management",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "customer data analysis",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bartender supervisor": {
      "role_name": "bartender supervisor",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "business planning",
        "crisis management",
        "data analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "people management",
        "systems thinking application",
        "food safety and hygiene",
        "food product marketing",
        "loss and risk prevention management",
        "non-alcoholic beverage preparation",
        "service innovation management",
        "personal performance management",
        "productivity optimisation for food and beverages operations",
        "system and work process improvement",
        "technology application and implementation",
        "workforce diversity and inclusion",
        "legislative and regulatory compliance",
        "alcoholic beverage preparation",
        "information and communication technology disaster recovery management",
        "food waste disposal and reduction",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "cost control and management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "beginning early intervention educator": {
      "role_name": "beginning early intervention educator",
      "total_skills": 17,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child functional needs assessment",
        "health, hygiene and nutrition for children",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "individualised intervention planning and implementation",
        "family and caregiver engagement",
        "child observation",
        "early intervention principles and practices"
      ],
      "nice_to_have": [
        "early intervention curriculum design",
        "diversity and inclusion",
        "data and information management",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "beginning early intervention teacher": {
      "role_name": "beginning early intervention teacher",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "resilience and self-care",
        "emergency response and crisis management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "reflexive practice",
        "social service programme development",
        "social service programme evaluation",
        "social service programme implementation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "beginning early years educator": {
      "role_name": "beginning early years educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "beginning infant educator": {
      "role_name": "beginning infant educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "beginning preschool educator": {
      "role_name": "beginning preschool educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bell captain": {
      "role_name": "bell captain",
      "total_skills": 15,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health performance management",
        "people and relationship management",
        "productivity improvement",
        "bell service delivery"
      ],
      "nice_to_have": [
        "people development",
        "service innovation",
        "service leadership",
        "service planning and implementation",
        "technology adoption and innovation",
        "threat observation",
        "customer challenges management",
        "legal compliance management",
        "tourism promotion"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bellhop / bell attendant": {
      "role_name": "bellhop / bell attendant",
      "total_skills": 12,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health performance management",
        "people and relationship management"
      ],
      "nice_to_have": [
        "productivity improvement",
        "service planning and implementation",
        "threat observation",
        "bell service delivery",
        "customer challenges management",
        "legal compliance management",
        "technology adoption and innovation",
        "tourism promotion"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "billing and settlement executive": {
      "role_name": "billing and settlement executive",
      "total_skills": 8,
      "core_skills": [
        "continuous improvement management",
        "internet of things management"
      ],
      "nice_to_have": [
        "data management",
        "technical report writing",
        "billing and settlement administration",
        "billing enquiry management",
        "billing process improvement management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "billing and settlement senior executive": {
      "role_name": "billing and settlement senior executive",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "staff training facilitation"
      ],
      "nice_to_have": [
        "technical report writing",
        "billing and data risk management",
        "billing and settlement administration",
        "billing enquiry management",
        "billing process improvement management",
        "business intelligence and data analytics",
        "business-to-business customer relationship management",
        "business-to-customer management",
        "customer service innovation management",
        "people capability development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bioprocess engineer (food applications)": {
      "role_name": "bioprocess engineer (food applications)",
      "total_skills": 35,
      "core_skills": [
        "innovation management",
        "project management",
        "quality assurance management",
        "systems thinking",
        "product testing",
        "data synthesis",
        "quality system management",
        "process validation",
        "good manufacturing practices implementation",
        "hazards and risk control, and policy management",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "business needs analysis",
        "laboratory data analysis",
        "laboratory management",
        "food safety management",
        "food safety analysis",
        "technical report writing",
        "product improvement",
        "recipe formulation",
        "sense making",
        "production bioprocess development",
        "technology transfer",
        "advanced processing technology",
        "problem solving",
        "novel food application",
        "new product introduction for food",
        "intellectual property commercialisation and exploitation",
        "food technology application",
        "food manufacturing process design",
        "decision making",
        "customer data analysis",
        "creative thinking",
        "communication",
        "collaboration",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "boom operator": {
      "role_name": "boom operator",
      "total_skills": 3,
      "core_skills": [
        "workplace safety and health"
      ],
      "nice_to_have": [
        "sound recording operations",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "branch manager": {
      "role_name": "branch manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning",
        "strategy planning",
        "customer experience management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer relationship management",
        "market profiling",
        "sales target management",
        "business risk assessment",
        "fraud risk management",
        "product advisory",
        "product performance management",
        "service challenges",
        "account management",
        "ethical culture",
        "standard operating procedures development",
        "compliance mindset development",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "brand associate / assistant": {
      "role_name": "brand associate / assistant",
      "total_skills": 39,
      "core_skills": [
        "stakeholder management",
        "market research",
        "data analytics",
        "crisis management",
        "business opportunities development",
        "knowledge management",
        "customer acquisition management",
        "customer behaviour analysis",
        "business environment analysis",
        "customer relationship management",
        "market profiling",
        "brand portfolio management",
        "website design"
      ],
      "nice_to_have": [
        "business risk assessment",
        "e-commerce campaign management",
        "intellectual property management",
        "social media management",
        "consumer intelligence analysis",
        "website performance management",
        "events planning and management",
        "international marketing programmes management",
        "market trend analysis",
        "brand campaign management",
        "infographics and data visualisation",
        "brand guideline development",
        "communications channel management",
        "project administration",
        "user interface and user experience (ui/ux) optimisation",
        "sentiment analysis",
        "public relations campaign management",
        "idea generation and selection",
        "product styling",
        "process improvement",
        "problem identification",
        "data-mining and modelling",
        "customer experience innovation",
        "compliance with legal regulations",
        "business operational planning",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "brand director": {
      "role_name": "brand director",
      "total_skills": 52,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business continuity management",
        "business opportunities development",
        "data analytics",
        "crisis management",
        "business continuity planning",
        "knowledge management",
        "customer acquisition management",
        "customer behaviour analysis",
        "business environment analysis",
        "customer relationship management",
        "market profiling",
        "brand portfolio management",
        "intellectual property management",
        "business risk assessment"
      ],
      "nice_to_have": [
        "e-commerce campaign management",
        "events planning and management",
        "website performance management",
        "customer loyalty and retention strategy formulation",
        "consumer intelligence analysis",
        "social media management",
        "business relationship building",
        "project cost",
        "organisational planning and target setting",
        "market trend analysis",
        "project feasibility",
        "brand campaign management",
        "market entry strategy formulation",
        "international marketing programmes management",
        "infographics and data visualisation",
        "communications channel management",
        "brand guideline development",
        "project risk",
        "business operational planning",
        "user interface and user experience (ui/ux) optimisation",
        "compliance with legal regulations",
        "sentiment analysis",
        "public relations campaign management",
        "project timeline",
        "project scope",
        "project quality",
        "project resources",
        "project plan",
        "project integration",
        "customer experience innovation",
        "data-mining and modelling",
        "project after action review",
        "process improvement",
        "organisational strategy formulation",
        "organisational alignment and interdependency analysis",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "brand executive / customer loyalty executive": {
      "role_name": "brand executive / customer loyalty executive",
      "total_skills": 46,
      "core_skills": [
        "stakeholder management",
        "market research",
        "data analytics",
        "crisis management",
        "business opportunities development",
        "knowledge management",
        "customer acquisition management",
        "customer behaviour analysis",
        "business environment analysis",
        "customer relationship management",
        "brand portfolio management",
        "market profiling",
        "website design",
        "business risk assessment"
      ],
      "nice_to_have": [
        "e-commerce campaign management",
        "intellectual property management",
        "consumer intelligence analysis",
        "website performance management",
        "social media management",
        "events planning and management",
        "brand guideline development",
        "project cost",
        "market trend analysis",
        "brand campaign management",
        "international marketing programmes management",
        "infographics and data visualisation",
        "communications channel management",
        "business operational planning",
        "user interface and user experience (ui/ux) optimisation",
        "compliance with legal regulations",
        "customer experience innovation",
        "sentiment analysis",
        "retail space utilisation",
        "public relations campaign management",
        "project timeline",
        "project scope",
        "project risk",
        "project quality",
        "project plan",
        "data-mining and modelling",
        "project administration",
        "product styling",
        "process improvement",
        "problem identification",
        "idea generation and selection",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "brand manager / customer loyalty manager": {
      "role_name": "brand manager / customer loyalty manager",
      "total_skills": 54,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business opportunities development",
        "crisis management",
        "data analytics",
        "knowledge management",
        "customer acquisition management",
        "business environment analysis",
        "customer behaviour analysis",
        "brand portfolio management",
        "market profiling",
        "customer relationship management",
        "business risk assessment",
        "website design",
        "e-commerce campaign management",
        "intellectual property management",
        "events planning and management"
      ],
      "nice_to_have": [
        "social media management",
        "customer loyalty and retention strategy formulation",
        "consumer intelligence analysis",
        "website performance management",
        "project feasibility",
        "project cost",
        "organisational planning and target setting",
        "market trend analysis",
        "brand guideline development",
        "brand campaign management",
        "market entry strategy formulation",
        "infographics and data visualisation",
        "communications channel management",
        "international marketing programmes management",
        "project risk",
        "business operational planning",
        "user interface and user experience (ui/ux) optimisation",
        "compliance with legal regulations",
        "customer experience innovation",
        "sentiment analysis",
        "retail space utilisation",
        "public relations campaign management",
        "project timeline",
        "project scope",
        "project quality",
        "project resources",
        "project plan",
        "project integration",
        "data-mining and modelling",
        "idea generation and selection",
        "project after action review",
        "project administration",
        "process improvement",
        "problem identification",
        "organisational strategy formulation",
        "organisational alignment and interdependency analysis",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "branding, marketing & communications director / assistant director": {
      "role_name": "branding, marketing & communications director / assistant director",
      "total_skills": 45,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "strategy planning",
        "manpower planning",
        "corporate governance",
        "risk management",
        "knowledge management",
        "partnership management",
        "project feasibility assessment",
        "marketing campaign management",
        "vendor management",
        "networking"
      ],
      "nice_to_have": [
        "brand management",
        "data governance",
        "digital marketing",
        "contract development and management",
        "marketing communications plan development",
        "public relations management",
        "media strategy development",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "social media marketing",
        "vision leadership",
        "events planning and management",
        "disruption management",
        "data mining and modelling",
        "business relationship building",
        "people and performance management",
        "effective board member",
        "proposal writing",
        "organisation and board relationship",
        "sponsorship management",
        "technology adoption and innovation",
        "business innovation and improvement",
        "legal compliance management",
        "content marketing strategy",
        "industry knowledge, research and analysis",
        "management decision making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "branding, marketing & communications manager / assistant manager": {
      "role_name": "branding, marketing & communications manager / assistant manager",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "manpower planning",
        "strategy planning",
        "corporate governance",
        "risk management",
        "knowledge management",
        "partnership management",
        "project feasibility assessment",
        "vendor management",
        "marketing campaign management"
      ],
      "nice_to_have": [
        "data governance",
        "digital marketing",
        "networking",
        "contract development and management",
        "marketing communications plan development",
        "brand management",
        "public relations management",
        "strategy implementation",
        "workplace safety and health",
        "media strategy development",
        "business presentation delivery",
        "events planning and management",
        "data mining and modelling",
        "social media marketing",
        "business relationship building",
        "vision leadership",
        "people and performance management",
        "proposal writing",
        "sponsorship management",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "content marketing strategy",
        "technology adoption and innovation",
        "business innovation and improvement",
        "management decision making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "branding, marketing & communications senior executive / executive": {
      "role_name": "branding, marketing & communications senior executive / executive",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business continuity planning",
        "continuous improvement management",
        "risk management",
        "knowledge management",
        "partnership management",
        "project feasibility assessment",
        "vendor management",
        "marketing campaign management",
        "networking"
      ],
      "nice_to_have": [
        "brand management",
        "digital marketing",
        "data governance",
        "contract development and management",
        "marketing communications plan development",
        "media strategy development",
        "public relations management",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "data mining and modelling",
        "business relationship building",
        "social media marketing",
        "proposal writing",
        "sponsorship management",
        "management decision making",
        "industry knowledge, research and analysis",
        "content marketing strategy",
        "technology adoption and innovation",
        "business innovation and improvement",
        "legal compliance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "broker / business development executive - brokers": {
      "role_name": "broker / business development executive - brokers",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "customer relationship management",
        "networking",
        "sales target management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "brokerage supervisor / freight supervisor": {
      "role_name": "brokerage supervisor / freight supervisor",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "cargo tracking system administration",
        "import and export documentation administration",
        "international trade legislation compliance"
      ],
      "nice_to_have": [
        "risk management and administration",
        "bulk cargo administration",
        "cargo issuance and dispatch",
        "customer management",
        "cargo and receipt inspection",
        "cold chain operations administration",
        "livestock cargo administration",
        "pricing for cargo services and operations",
        "time sensitive cargo delivery management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "building executive / facilities executive / property executive": {
      "role_name": "building executive / facilities executive / property executive",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "people management"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "incident and accident investigation",
        "robotic and automation technology application",
        "technical inspection",
        "procurement coordination and policy development",
        "security surveillance management",
        "inventory management",
        "value engineering",
        "design for safety",
        "project risk management",
        "data collection and analysis",
        "smart facilities management",
        "building management system implementation and control",
        "integrated digital delivery application",
        "indoor environmental quality improvement",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "contract administration and management",
        "life cycle costing and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "building officer / facilities officer / property officer": {
      "role_name": "building officer / facilities officer / property officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "people management",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "incident and accident investigation",
        "technical inspection",
        "inventory management",
        "security surveillance management",
        "value engineering",
        "integrated digital delivery application",
        "smart facilities management",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "building management system implementation and control"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "building supervisor": {
      "role_name": "building supervisor",
      "total_skills": 18,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "manpower planning",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application"
      ],
      "nice_to_have": [
        "incident and accident investigation",
        "condition-based assets monitoring management",
        "quality system management",
        "security surveillance management",
        "inventory management",
        "smart facilities management",
        "building management system implementation and control",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bus captain": {
      "role_name": "bus captain",
      "total_skills": 11,
      "core_skills": [
        "crisis management",
        "service excellence"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "bus equipment and systems operation",
        "bus fare management",
        "bus regulatory compliance",
        "bus vehicle operations",
        "health and fatigue risk management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "bus operations control centre manager": {
      "role_name": "bus operations control centre manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "crisis management",
        "data and statistical analytics",
        "report writing",
        "workplace safety and health culture development",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "health and fatigue risk management",
        "manpower planning and deployment",
        "bus operations control management",
        "bus regulatory compliance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business analyst / artificial intelligence translator": {
      "role_name": "business analyst / artificial intelligence translator",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "performance management",
        "partnership management",
        "business environment analysis",
        "business needs analysis",
        "emerging technology synthesis",
        "networking",
        "organisational analysis"
      ],
      "nice_to_have": [
        "design thinking practice",
        "business innovation",
        "business risk management",
        "process improvement and optimisation",
        "business process re-engineering",
        "strategy implementation",
        "test planning",
        "data visualisation",
        "business requirements mapping",
        "organisational design",
        "software testing",
        "system integration",
        "technical sales support",
        "data strategy",
        "solution architecture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business analyst / market research analyst / market analyst": {
      "role_name": "business analyst / market research analyst / market analyst",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "project management",
        "business negotiation",
        "learning and development",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data analytics",
        "business opportunities development",
        "conflict management",
        "business performance management",
        "demand analysis",
        "market profiling",
        "capital expenditure and investment evaluation",
        "systems thinking application",
        "data mining and modelling",
        "technology integration",
        "product development",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business architect": {
      "role_name": "business architect",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "performance management",
        "strategy planning",
        "partnership management",
        "business performance management",
        "business environment analysis",
        "project feasibility assessment",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "organisational analysis",
        "business risk management",
        "strategy implementation",
        "business process re-engineering",
        "business innovation",
        "process improvement and optimisation",
        "design thinking practice",
        "data visualisation",
        "business requirements mapping",
        "business needs analysis",
        "sustainability management",
        "organisational design",
        "enterprise architecture",
        "business agility",
        "solution architecture",
        "it strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business controller / finance director": {
      "role_name": "business controller / finance director",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "data analytics",
        "business planning",
        "business development",
        "performance management",
        "conflict management"
      ],
      "nice_to_have": [
        "risk management",
        "data governance",
        "capital expenditure and investment evaluation",
        "financial planning",
        "disruption management",
        "audit compliance",
        "cost management",
        "corporate and business law",
        "financial reporting",
        "macroeconomic analysis",
        "non-financial reporting",
        "regulatory strategy",
        "professional and business ethics",
        "tax implications",
        "accounting and tax systems",
        "management decision making",
        "financial reporting quality",
        "finance business partnering",
        "digital technology environment scanning",
        "digital technology adoption and innovation",
        "business process management",
        "business innovation and improvement",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development director": {
      "role_name": "business development director",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "financial management",
        "learning and development",
        "budgeting",
        "business opportunities development"
      ],
      "nice_to_have": [
        "corporate governance",
        "strategy planning",
        "business performance management",
        "networking",
        "business data analysis",
        "organisational vision, mission and values formulation",
        "succession planning",
        "resource management",
        "technology scanning",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development director / country route development director / trade lane director / freight trade director": {
      "role_name": "business development director / country route development director / trade lane director / freight trade director",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "business negotiation",
        "business continuity management",
        "financial management"
      ],
      "nice_to_have": [
        "business development",
        "corporate governance",
        "strategy planning",
        "public relations management",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "logistics solutions marketing",
        "strategic human resource management",
        "strategic service excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development executive / distribution executive / channel executive / partnerships and affinity management executive": {
      "role_name": "business development executive / distribution executive / channel executive / partnerships and affinity management executive",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "customer acquisition management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "customer relationship management",
        "networking",
        "business risk assessment",
        "account management",
        "product advisory",
        "ethical culture",
        "channel management",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development manager": {
      "role_name": "business development manager",
      "total_skills": 61,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "networking",
        "learning and development",
        "innovation management",
        "change management",
        "project management",
        "strategy planning",
        "contract development and management",
        "business performance management",
        "partnership management",
        "marketing campaign management",
        "financial management",
        "organisational analysis"
      ],
      "nice_to_have": [
        "data analytics",
        "business planning",
        "continuous improvement management",
        "corporate governance",
        "business development",
        "conflict management",
        "manpower planning",
        "customer experience management",
        "customer acquisition management",
        "technology application",
        "project feasibility assessment",
        "vendor management",
        "enterprise risk management",
        "business environment analysis",
        "market profiling",
        "digital marketing",
        "demand analysis",
        "sales target management",
        "business data analysis",
        "systems thinking application",
        "strategy implementation",
        "capital expenditure and investment evaluation",
        "financial planning and analysis",
        "resource management",
        "organisational strategising",
        "technology integration",
        "effectiveness management",
        "succession planning",
        "business needs analysis",
        "data mining and modelling",
        "sales strategy",
        "organisational vision, mission and values formulation",
        "contract management",
        "stakeholder engagement and management",
        "product development",
        "research data analysis",
        "marketing communication plan development",
        "customer relationship management operations",
        "technology scanning",
        "solutions design thinking",
        "mergers and acquisition",
        "technical sales support",
        "tourism and economic development",
        "organisation management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development manager - brokers": {
      "role_name": "business development manager - brokers",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "partnership management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "customer relationship management",
        "market profiling",
        "networking",
        "sales target management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development manager / distribution manager / channel manager / partnerships and affinity management manager": {
      "role_name": "business development manager / distribution manager / channel manager / partnerships and affinity management manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "customer acquisition management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "customer relationship management",
        "networking",
        "business risk assessment",
        "account management",
        "product advisory",
        "ethical culture",
        "channel management",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business development manager / sales and marketing manager / vertical sales account manager / key account manager / project cargo sales manager / route development manager / trade lane manager": {
      "role_name": "business development manager / sales and marketing manager / vertical sales account manager / key account manager / project cargo sales manager / route development manager / trade lane manager",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "financial management"
      ],
      "nice_to_have": [
        "business development",
        "strategy planning",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "logistics solutions marketing",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for warehouse services and operations",
        "strategic service excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business intelligence director": {
      "role_name": "business intelligence director",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "project management",
        "budgeting",
        "data analytics",
        "manpower planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "business performance management",
        "data governance",
        "networking",
        "business innovation",
        "strategy implementation",
        "design thinking practice",
        "data visualisation",
        "business needs analysis",
        "people and performance management",
        "data ethics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business intelligence manager": {
      "role_name": "business intelligence manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "manpower planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "business performance management",
        "data governance",
        "networking",
        "business innovation",
        "strategy implementation",
        "design thinking practice",
        "data visualisation",
        "business needs analysis",
        "people and performance management",
        "data ethics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business manager": {
      "role_name": "business manager",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "risk management",
        "sales target management",
        "business process re-engineering",
        "business requirements mapping",
        "disruption management",
        "regulatory compliance",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business process excellence engineer / operations specialist / industrial operations engineer": {
      "role_name": "business process excellence engineer / operations specialist / industrial operations engineer",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "market research",
        "financial management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "knowledge management",
        "process improvement and optimisation",
        "risk management and administration",
        "cloud computing application",
        "automation design",
        "autonomous logistics design and application",
        "information technology and network security",
        "intellectual property (ip) management",
        "logistics operations research and planning",
        "logistics process quality management",
        "logistics solution product / project management",
        "supply chain solutioning / modelling / planning / strategising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business process improvement executive": {
      "role_name": "business process improvement executive",
      "total_skills": 13,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "technology application",
        "business process re-engineering",
        "benchmarking",
        "business requirements mapping",
        "data mining and modelling",
        "ethical culture",
        "data analytics and computational modelling",
        "information technology application support and monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business valuation associate / business valuation executive": {
      "role_name": "business valuation associate / business valuation executive",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "data analytics",
        "business development",
        "financial analysis"
      ],
      "nice_to_have": [
        "data governance",
        "benchmarking",
        "financial modelling",
        "business acumen",
        "macroeconomic analysis",
        "corporate and business law",
        "valuation approaches and methodologies",
        "valuation conclusion and reporting",
        "valuation research and analysis",
        "digital technology environment scanning",
        "professional and business ethics",
        "taxation laws",
        "valuation of different classes of interest"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business valuation manager": {
      "role_name": "business valuation manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "data analytics",
        "business development",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "benchmarking",
        "financial modelling",
        "project execution and control",
        "valuation conclusion and reporting",
        "valuation approaches and methodologies",
        "project feasibility",
        "valuation research and analysis",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "professional and business ethics",
        "taxation laws",
        "digital technology environment scanning",
        "valuation of different classes of interest",
        "financial statements analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business valuation partner / business valuation director": {
      "role_name": "business valuation partner / business valuation director",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "data analytics",
        "business development",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "benchmarking",
        "financial modelling",
        "project execution and control",
        "valuation conclusion and reporting",
        "valuation approaches and methodologies",
        "project feasibility",
        "valuation research and analysis",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "professional and business ethics",
        "taxation laws",
        "digital technology environment scanning",
        "valuation of different classes of interest",
        "financial statements analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business valuation senior / business valuation senior executive": {
      "role_name": "business valuation senior / business valuation senior executive",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "data analytics",
        "business development",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "benchmarking",
        "financial modelling",
        "project execution and control",
        "valuation conclusion and reporting",
        "valuation approaches and methodologies",
        "project feasibility",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "valuation research and analysis",
        "professional and business ethics",
        "taxation laws",
        "digital technology environment scanning",
        "valuation of different classes of interest"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-business sales and key accounts executive": {
      "role_name": "business-to-business sales and key accounts executive",
      "total_skills": 12,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "public relations management",
        "contract management"
      ],
      "nice_to_have": [
        "data management",
        "third party management",
        "business intelligence and data analytics",
        "business-to-business customer relationship management",
        "credit management",
        "sales and business development",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-business sales and key accounts manager": {
      "role_name": "business-to-business sales and key accounts manager",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "public relations management",
        "contract management",
        "data management"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "third party management",
        "business intelligence and data analytics",
        "business-to-business customer relationship management",
        "credit management",
        "people capability development",
        "sales and business development",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-business sales and key accounts senior executive": {
      "role_name": "business-to-business sales and key accounts senior executive",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "public relations management",
        "contract management",
        "data management"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "third party management",
        "business intelligence and data analytics",
        "business-to-business customer relationship management",
        "credit management",
        "people capability development",
        "sales and business development",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-customer sales executive": {
      "role_name": "business-to-customer sales executive",
      "total_skills": 7,
      "core_skills": [
        "continuous improvement management",
        "internet of things management"
      ],
      "nice_to_have": [
        "data management",
        "product performance management",
        "third party management",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-customer sales manager": {
      "role_name": "business-to-customer sales manager",
      "total_skills": 11,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "product performance management"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "third party management",
        "billing process improvement management",
        "business intelligence and data analytics",
        "people capability development",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "business-to-customer sales senior executive": {
      "role_name": "business-to-customer sales senior executive",
      "total_skills": 10,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "product performance management"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "third party management",
        "business intelligence and data analytics",
        "people capability development",
        "sales strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "butler / club floor officer / club floor agent": {
      "role_name": "butler / club floor officer / club floor agent",
      "total_skills": 19,
      "core_skills": [
        "service excellence",
        "workplace safety and health performance management",
        "crisis management",
        "customer experience management",
        "people and relationship management"
      ],
      "nice_to_have": [
        "productivity improvement",
        "customer feedback and relationship management",
        "customer challenges management",
        "sales delivery",
        "service information and results",
        "service innovation",
        "service planning and implementation",
        "threat observation",
        "legal compliance management",
        "butler service delivery",
        "club floor operations management",
        "technology adoption and innovation",
        "tourism promotion",
        "asset and inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "butler supervisor / club floor executive / club floor supervisor": {
      "role_name": "butler supervisor / club floor executive / club floor supervisor",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "crisis management",
        "service excellence",
        "customer experience management",
        "workplace safety and health performance management",
        "threat observation",
        "productivity improvement",
        "staff management",
        "service coaching"
      ],
      "nice_to_have": [
        "people and relationship management",
        "loss and risk prevention management",
        "service leadership",
        "people and performance management",
        "people development",
        "service planning and implementation",
        "organisational relationship building",
        "service information and results",
        "service innovation",
        "club floor operations management",
        "technology adoption and innovation",
        "customer challenges management",
        "customer feedback and relationship management",
        "environmental sustainability management",
        "sales delivery",
        "legal compliance management",
        "butler service delivery",
        "asset and inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cabin crew": {
      "role_name": "cabin crew",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "service excellence",
        "technology application",
        "service challenges",
        "people and relationship management",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "accident and incident response management",
        "airline operations management",
        "in-flight emergency management",
        "service branding and coaching",
        "in-flight customer services",
        "human factors management",
        "food and beverage services",
        "cabin safety management",
        "cabin preparation",
        "cabin hygiene and cleanliness",
        "behavioural analysis and predictive screening",
        "internet of things application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cabin crew executive": {
      "role_name": "cabin crew executive",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "data analytics",
        "manpower planning",
        "technology application",
        "crisis communication and media management",
        "service innovation",
        "standard operating procedures development",
        "airline operations management",
        "cabin crew performance management",
        "hazard and risk control and policy management",
        "human factors management",
        "internet of things application",
        "service branding and coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cabin crew manager": {
      "role_name": "cabin crew manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "data analytics",
        "manpower planning",
        "technology application",
        "crisis communication and media management",
        "service innovation",
        "standard operating procedures development",
        "human factors management",
        "internet of things application",
        "hazard and risk control and policy management",
        "service branding and coaching",
        "cabin crew performance management",
        "airline operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cabin crew team lead / cabin crew auditor": {
      "role_name": "cabin crew team lead / cabin crew auditor",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "service excellence"
      ],
      "nice_to_have": [
        "technology application",
        "service challenges",
        "people and relationship management",
        "service coaching",
        "standard operating procedures development",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "accident and incident response management",
        "service branding and coaching",
        "food and beverage services",
        "airline operations management",
        "cabin hygiene and cleanliness",
        "internet of things application",
        "cabin preparation",
        "in-flight emergency management",
        "in-flight customer services",
        "cabin crew performance management",
        "human factors management",
        "cabin safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "camera operator (specialty camera operation, electronic news gathering and electronic field production operation)": {
      "role_name": "camera operator (specialty camera operation, electronic news gathering and electronic field production operation)",
      "total_skills": 18,
      "core_skills": [
        "project management",
        "production team and crew selection",
        "lighting operations",
        "video editing",
        "sound recording operations",
        "procurement for production operations"
      ],
      "nice_to_have": [
        "visual style development",
        "multi-camera operations",
        "holographic camera operations",
        "aerial camera operations",
        "high speed camera operations",
        "sound editing",
        "cranes, remote heads and jibs operations",
        "stabilised camera operations",
        "underwater camera operations",
        "vehicle camera operations",
        "camera operations",
        "360 degree camera operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "capability building director / assistant director": {
      "role_name": "capability building director / assistant director",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "continuous improvement management",
        "business opportunities development",
        "business continuity planning",
        "corporate governance",
        "manpower planning",
        "strategy planning",
        "risk management",
        "partnership management",
        "knowledge management",
        "vendor management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "project feasibility assessment",
        "data governance",
        "networking",
        "contract development and management",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "learning needs analysis",
        "data mining and modelling",
        "vision leadership",
        "business relationship building",
        "disruption management",
        "organisation and board relationship",
        "emerging technology",
        "people and performance management",
        "effective board member",
        "proposal writing",
        "customer relationship management operations",
        "learning programme evaluation",
        "industry knowledge, research and analysis",
        "learning and development programme management",
        "management decision making",
        "technology adoption and innovation",
        "business innovation and improvement",
        "legal compliance management",
        "learning experience delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "capability building manager / assistant manager": {
      "role_name": "capability building manager / assistant manager",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "continuous improvement management",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "risk management",
        "knowledge management",
        "partnership management"
      ],
      "nice_to_have": [
        "vendor management",
        "project feasibility assessment",
        "business environment analysis",
        "contract development and management",
        "data governance",
        "networking",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "business relationship building",
        "vision leadership",
        "learning needs analysis",
        "data mining and modelling",
        "proposal writing",
        "people and performance management",
        "emerging technology",
        "customer relationship management operations",
        "business innovation and improvement",
        "technology adoption and innovation",
        "legal compliance management",
        "management decision making",
        "industry knowledge, research and analysis",
        "learning and development programme management",
        "learning programme evaluation",
        "learning experience delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "capability building senior executive / executive": {
      "role_name": "capability building senior executive / executive",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "data analytics",
        "risk management",
        "partnership management",
        "knowledge management",
        "business environment analysis",
        "vendor management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "contract development and management",
        "data governance",
        "networking",
        "workplace safety and health",
        "business presentation delivery",
        "learning needs analysis",
        "data mining and modelling",
        "business relationship building",
        "emerging technology",
        "customer relationship management operations",
        "proposal writing",
        "learning experience delivery",
        "learning programme evaluation",
        "legal compliance management",
        "management decision making",
        "industry knowledge, research and analysis",
        "technology adoption and innovation",
        "business innovation and improvement",
        "learning and development programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "capacity management executive": {
      "role_name": "capacity management executive",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business data analysis",
        "process improvement and optimisation",
        "cargo tracking system administration"
      ],
      "nice_to_have": [
        "delivery management",
        "international trade legislation compliance",
        "bulk cargo administration",
        "cyber security",
        "dangerous goods management",
        "resource management",
        "cargo handling and stowage",
        "documentation and administration",
        "logistics operations research and planning",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "capacity manager": {
      "role_name": "capacity manager",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "partnership management",
        "business data analysis",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "cargo tracking system administration",
        "delivery management",
        "international trade legislation compliance",
        "bulk cargo administration",
        "cyber security",
        "dangerous goods management",
        "resource management",
        "documentation and administration",
        "logistics operations research and planning",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "captain": {
      "role_name": "captain",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "standard operating procedures development",
        "dangerous goods management",
        "human factors management",
        "pre-flight preparation",
        "post-landing operations",
        "inclement weather operations and planning",
        "aircraft cruise operations",
        "aircraft dispatch",
        "airline operations management",
        "aircraft take-off operations",
        "aircraft manual handling",
        "aircraft landing operations",
        "aircraft emergency management",
        "flight deck communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon accountant": {
      "role_name": "carbon accountant",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "quality assurance management",
        "financial analysis",
        "data governance"
      ],
      "nice_to_have": [
        "carbon footprint management",
        "benchmarking",
        "regulatory compliance",
        "project execution and control",
        "business acumen",
        "carbon reporting",
        "climate reporting",
        "collaboration",
        "communication",
        "decision making",
        "digital fluency",
        "environment impact assessment",
        "business innovation and improvement",
        "greenhouse gas accounting",
        "problem solving",
        "audit frameworks"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon auditor": {
      "role_name": "carbon auditor",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "quality assurance management",
        "continuous process improvement",
        "carbon footprint management",
        "regulatory risk assessment"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "audit and review management",
        "audit compliance",
        "data collection and analysis",
        "business acumen",
        "technical report writing",
        "communication",
        "decision making",
        "digital fluency",
        "collaboration",
        "climate reporting",
        "carbon reporting",
        "sense making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon investment specialist": {
      "role_name": "carbon investment specialist",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "business environment analysis",
        "risk compliance and governance",
        "financial analysis",
        "business risk assessment",
        "capital expenditure and investment evaluation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "data management",
        "carbon footprint management",
        "environment and social governance",
        "valuation",
        "communication",
        "collaboration",
        "customer orientation",
        "business intelligence and data analytics",
        "deal origination and structuring",
        "decarbonisation project development",
        "client investment suitability",
        "market research and analysis",
        "portfolio and investment risk management",
        "carbon pricing policy advisory",
        "risk analytics",
        "carbon markets and decarbonisation strategies management",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon project developer": {
      "role_name": "carbon project developer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "carbon footprint management",
        "regulatory compliance",
        "critical thinking",
        "data collection and analysis",
        "business planning management",
        "project cost",
        "problem solving",
        "sense making",
        "business intelligence and data analytics",
        "financial planning and budget management",
        "decision making",
        "communication",
        "collaboration",
        "carbon reporting",
        "carbon credit project development",
        "decarbonisation project development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon trader": {
      "role_name": "carbon trader",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "customer relationship management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "data management",
        "business intelligence and data analytics",
        "portfolio and investment risk management",
        "trading reporting and assessment",
        "trading management",
        "trading analysis",
        "trade processing, fund settlement and treasury transaction processing",
        "risk and compliance management",
        "risk analytics",
        "problem solving",
        "deal origination and structuring",
        "decision making",
        "communication",
        "commodities trading management",
        "collaboration",
        "client investment suitability",
        "carbon trading",
        "carbon pricing policy advisory",
        "carbon markets and decarbonisation strategies management",
        "carbon credit project development",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "carbon verifier": {
      "role_name": "carbon verifier",
      "total_skills": 16,
      "core_skills": [
        "quality assurance management",
        "continuous process improvement",
        "regulatory compliance",
        "regulatory risk assessment",
        "business acumen",
        "data collection and analysis"
      ],
      "nice_to_have": [
        "technical report writing",
        "carbon credit project development",
        "carbon reporting",
        "climate reporting",
        "collaboration",
        "communication",
        "decision making",
        "digital fluency",
        "regulatory strategy",
        "sense making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "care staff": {
      "role_name": "care staff",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "resilience and self-care",
        "intervention implementation"
      ],
      "nice_to_have": [
        "care assistance",
        "social service programme evaluation",
        "support service to seniors",
        "support service to persons with disabilities",
        "emergency response and crisis management",
        "ethics, values and legislation",
        "support service to children and youths",
        "social service programme implementation",
        "client supervision",
        "reflexive practice",
        "para-counselling",
        "social service programme development",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cargo assistant": {
      "role_name": "cargo assistant",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "import and export documentation administration",
        "accident and incident response management",
        "cargo receipt and inspection",
        "dangerous goods management",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "inclement weather operations and planning",
        "human factors management",
        "human-robot collaboration",
        "air cargo operations management",
        "hazard and risk control and policy management",
        "ground handling services and operations management",
        "cargo warehousing operations",
        "cargo transit and transhipment management",
        "cargo tracking systems administration",
        "aircraft turnaround coordination",
        "unit load devices operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cargo officer": {
      "role_name": "cargo officer",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "import and export documentation administration",
        "accident and incident response management",
        "cargo receipt and inspection",
        "dangerous goods management",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "inclement weather operations and planning",
        "human factors management",
        "human-robot collaboration",
        "air cargo operations management",
        "hazard and risk control and policy management",
        "ground handling services and operations management",
        "cargo warehousing operations",
        "cargo transit and transhipment management",
        "cargo tracking systems administration",
        "cargo load planning",
        "aircraft turnaround coordination",
        "unit load devices operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cat a certifying technician": {
      "role_name": "cat a certifying technician",
      "total_skills": 28,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination",
        "augmented reality application"
      ],
      "nice_to_have": [
        "propeller principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "aerodynamics principles application",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "catering assistant": {
      "role_name": "catering assistant",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "food and beverage safety, hygiene and security",
        "food waste management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "food and beverage quality audit and assessment",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "kitchen production scheduling",
        "cabin loading activities",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "catering officer": {
      "role_name": "catering officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "food and beverage safety, hygiene and security",
        "food waste management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "food and beverage quality audit and assessment",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "kitchen production scheduling",
        "cabin loading activities",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "centre director / head of institute": {
      "role_name": "centre director / head of institute",
      "total_skills": 43,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business continuity management",
        "service excellence",
        "business opportunities development",
        "crisis management",
        "corporate governance",
        "performance management",
        "partnership management",
        "knowledge management",
        "customer acquisition management",
        "quality assurance management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "marketing campaign management",
        "vendor management",
        "business environment analysis",
        "contract development and management",
        "networking",
        "sales target management",
        "organisational analysis",
        "intellectual property management",
        "business innovation",
        "business risk assessment",
        "talent management",
        "succession planning",
        "programme management",
        "organisational strategising",
        "customer relationship management operations",
        "financial planning and analysis",
        "research data analysis",
        "research into professional practice translation",
        "operational excellence",
        "skills framework adoption",
        "stakeholder engagement and management",
        "leadership development",
        "learning strategy development",
        "organisation management",
        "marketing communication plan development",
        "learning experience evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "centre leader": {
      "role_name": "centre leader",
      "total_skills": 26,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "child development assessment",
        "team management",
        "staff continuous learning",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "operations management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "financial administration",
        "early childhood programme planning",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "centre manager": {
      "role_name": "centre manager",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "manpower planning",
        "strategy planning",
        "corporate governance",
        "risk management",
        "strategy implementation"
      ],
      "nice_to_have": [
        "people management",
        "workplace safety and health",
        "resilience and self-care",
        "emergency response and crisis management",
        "collaborative practices with stakeholders across disciplines",
        "visioning and strategic planning",
        "trends evaluation and application",
        "team management",
        "child safety and protection",
        "coaching and mentoring for educators",
        "collaborative practices across disciplines and sectors",
        "staff continuous learning",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "social sector policy influence",
        "situation management with families and community",
        "diversity and inclusion",
        "diversity awareness and management",
        "quality and audit management",
        "professional advice and engagement",
        "community partnership",
        "operations management",
        "data and information management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "department performance management",
        "financial administration",
        "ethics, values and legislation",
        "centre innovation and change adoption"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "channel sales manager": {
      "role_name": "channel sales manager",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business development"
      ],
      "nice_to_have": [
        "partnership management",
        "networking",
        "pricing strategy",
        "business needs analysis",
        "contract management",
        "sales strategy",
        "sales channel management",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chartering broker": {
      "role_name": "chartering broker",
      "total_skills": 20,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "financial analysis",
        "credit risk management",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "proposal writing",
        "resource management",
        "risk control and response planning",
        "chartering",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chartering manager": {
      "role_name": "chartering manager",
      "total_skills": 18,
      "core_skills": [
        "market research",
        "business negotiation",
        "financial management",
        "budgeting",
        "business planning",
        "service excellence",
        "financial analysis"
      ],
      "nice_to_have": [
        "networking",
        "risk compliance and governance",
        "business data analysis",
        "cash flow reporting",
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "proposal writing",
        "resource management",
        "risk control and response planning",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chef concierge / assistant chef concierge": {
      "role_name": "chef concierge / assistant chef concierge",
      "total_skills": 32,
      "core_skills": [
        "innovation management",
        "change management",
        "customer experience management",
        "budgeting",
        "business planning",
        "business continuity planning",
        "crisis management",
        "workplace safety and health performance management",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "productivity improvement",
        "service challenges",
        "vision leadership",
        "staff management",
        "service coaching",
        "people and relationship management",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "organisational relationship building",
        "people development",
        "people and performance management",
        "loss and risk prevention management",
        "dispute resolution",
        "customer feedback and relationship management",
        "legal compliance management",
        "service innovation culture",
        "concierge and uniformed service delivery",
        "hospitality data collection and analysis",
        "environmental sustainability management",
        "technology adoption and innovation",
        "customer challenges management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief audit executive / head of internal audit": {
      "role_name": "chief audit executive / head of internal audit",
      "total_skills": 22,
      "core_skills": [
        "data analytics",
        "risk management",
        "enterprise risk management",
        "internal controls",
        "fraud risk management",
        "cyber security",
        "business acumen"
      ],
      "nice_to_have": [
        "internal audit engagement execution",
        "professional standards",
        "professional and business ethics",
        "internal audit quality assurance",
        "internal audit function management",
        "internal audit engagement planning",
        "auditor independence",
        "information gathering and analysis",
        "infocomm security and data privacy",
        "financial statements analysis",
        "due professional care",
        "digital technology environment scanning",
        "business process analysis",
        "business innovation and improvement",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief bus captain / master bus captain": {
      "role_name": "chief bus captain / master bus captain",
      "total_skills": 13,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "people development",
        "bus equipment and systems operation",
        "bus fare management",
        "bus regulatory compliance",
        "bus service route operations training and development",
        "bus vehicle operations",
        "health and fatigue risk management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief bus controller / bus operations control centre controller": {
      "role_name": "chief bus controller / bus operations control centre controller",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "crisis management",
        "data and statistical analytics",
        "report writing",
        "workplace safety and health culture development",
        "bus operations control management",
        "bus regulatory compliance",
        "health and fatigue risk management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief chemist / fellow": {
      "role_name": "chief chemist / fellow",
      "total_skills": 17,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "yield analysis",
        "technical presentation",
        "product design and development",
        "technical report writing",
        "applied research and development management",
        "materials qualification",
        "laboratory operations management",
        "business networking management",
        "continuing professional development management",
        "laboratory data reporting and analysis management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief controller / controller": {
      "role_name": "chief controller / controller",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "data and statistical analytics",
        "report writing",
        "workplace safety and health culture development",
        "people development",
        "staff performance management",
        "workplace and facilities safety management",
        "track access management",
        "security management",
        "rail operations control management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail incident management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief counsellor": {
      "role_name": "chief counsellor",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation",
        "reflexive practice",
        "technology application in counselling"
      ],
      "nice_to_have": [
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "social policy formulation",
        "social policy development",
        "advocacy and representation",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "clinical supervision",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief data officer / chief artificial intelligence officer": {
      "role_name": "chief data officer / chief artificial intelligence officer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "strategy planning",
        "performance management"
      ],
      "nice_to_have": [
        "organisational analysis",
        "data governance",
        "emerging technology synthesis",
        "business risk management",
        "research",
        "sustainability management",
        "it standards",
        "it governance",
        "business agility",
        "quality standards",
        "data strategy",
        "data ethics",
        "business continuity",
        "enterprise architecture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief design officer / chief innovation officer / chief experience officer / chief strategy officer": {
      "role_name": "chief design officer / chief innovation officer / chief experience officer / chief strategy officer",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "business opportunities development",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "systems thinking",
        "design thinking practice",
        "intellectual property management",
        "product management",
        "business risk management",
        "business presentation delivery",
        "material studies and production processes",
        "creative entrepreneurship",
        "conceptual thinking",
        "imagination and exploration",
        "critical thinking",
        "scenario and strategic planning",
        "business model innovation",
        "empathetic design",
        "design sustainability and ethics management",
        "content development and strategy",
        "trend forecasting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief digital officer": {
      "role_name": "chief digital officer",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "performance management",
        "business development",
        "partnership management",
        "technology application",
        "strategy development",
        "emerging technology synthesis",
        "systems thinking"
      ],
      "nice_to_have": [
        "people management",
        "programming and coding",
        "systems integration",
        "robotic and automation technology application",
        "3d modelling",
        "technology road mapping",
        "business process re-engineering",
        "business innovation",
        "business risk management",
        "technical drawing",
        "artificial intelligence application",
        "building information modelling application",
        "business needs analysis",
        "applications integration",
        "research and information synthesis",
        "critical thinking",
        "data collection and analysis",
        "integrated digital delivery application",
        "common data environment management",
        "construction technology",
        "design for manufacturing and assembly",
        "application support and enhancement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief editor": {
      "role_name": "chief editor",
      "total_skills": 7,
      "core_skills": [
        "fundraising and sponsorships",
        "media law and compliance",
        "production budget management",
        "news bulletin production"
      ],
      "nice_to_have": [
        "news editing",
        "news story development",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer": {
      "role_name": "chief engineer",
      "total_skills": 28,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "conflict management",
        "internet of things management",
        "organisational analysis",
        "networking",
        "additive manufacturing"
      ],
      "nice_to_have": [
        "quality system management",
        "workplace safety and health system management",
        "data synthesis",
        "business innovation",
        "cyber risk management",
        "vision leadership",
        "automation process control",
        "lean manufacturing",
        "laser and optics application",
        "new product introduction",
        "automated system design",
        "research and development",
        "failure analysis",
        "metal forming",
        "engineering product design",
        "production line set-up",
        "manufacturing technology",
        "quality process control",
        "virtual reality application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer (special limit)": {
      "role_name": "chief engineer (special limit)",
      "total_skills": 7,
      "core_skills": [
        "electrical, electronic and control engineering",
        "engineering watch",
        "fire prevention and fire-fighting",
        "personal survival techniques"
      ],
      "nice_to_have": [
        "ship medical care",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / 2nd engineer": {
      "role_name": "chief engineer / 2nd engineer",
      "total_skills": 10,
      "core_skills": [
        "cyber security",
        "electrical, electronic and control engineering",
        "fire prevention and fire-fighting",
        "maintenance and repair",
        "personal survival techniques",
        "propulsion, plant and machinery"
      ],
      "nice_to_have": [
        "ship medical care",
        "ship seaworthiness and pollution prevention",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / chief technology officer": {
      "role_name": "chief engineer / chief technology officer",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "service excellence",
        "corporate governance",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "strategy development",
        "workplace safety and health culture development",
        "robotics and automation application",
        "systems integration",
        "additive manufacturing",
        "intellectual property management",
        "business presentation delivery",
        "laser and optics application",
        "conflict resolution",
        "financial planning",
        "programme management",
        "big data analytics",
        "staff performance management",
        "manpower forecasting",
        "interface management",
        "operational risk management",
        "naval architecture calculations",
        "green ship design",
        "organisational performance management",
        "system architecture design",
        "system configuration management",
        "marine engineering calculations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / fellow": {
      "role_name": "chief engineer / fellow",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "environmental management system framework development and implementation",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "technology road mapping",
        "engineering safety standards interpretation",
        "technical presentation",
        "data analytics system design",
        "engineering support management",
        "engineering project management",
        "inspection engineering management",
        "reliability engineering management",
        "process safety management framework development and implementation",
        "asset integrity management",
        "plant turnaround management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "business networking management",
        "engineering, procurement and construction management",
        "continuing professional development management",
        "equipment and system value engineering management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (automatic fare collection)": {
      "role_name": "chief engineer / senior engineering manager (automatic fare collection)",
      "total_skills": 23,
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
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        "strategy planning",
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "people development",
        "staff performance management",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (engineering train)": {
      "role_name": "chief engineer / senior engineering manager (engineering train)",
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        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (mechanical and electrical)": {
      "role_name": "chief engineer / senior engineering manager (mechanical and electrical)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
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        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (permanent way and civil structure)": {
      "role_name": "chief engineer / senior engineering manager (permanent way and civil structure)",
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (power)": {
      "role_name": "chief engineer / senior engineering manager (power)",
      "total_skills": 26,
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "systems engineering thinking",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (rolling stock)": {
      "role_name": "chief engineer / senior engineering manager (rolling stock)",
      "total_skills": 26,
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief engineer / senior engineering manager (signal and communications)": {
      "role_name": "chief engineer / senior engineering manager (signal and communications)",
      "total_skills": 26,
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive / managing director": {
      "role_name": "chief executive / managing director",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "business continuity management",
        "budgeting"
      ],
      "nice_to_have": [
        "business opportunities development",
        "business performance management",
        "risk management",
        "business environment analysis",
        "strategy development",
        "workplace safety and health performance management",
        "systems thinking",
        "conflict resolution",
        "green manufacturing design and implementation",
        "business networking",
        "technical presentation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / chief operating officer / chief technology officer / managing director / general manager / vice-president": {
      "role_name": "chief executive officer / chief operating officer / chief technology officer / managing director / general manager / vice-president",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "change management",
        "emergency response management",
        "budgeting",
        "learning and development",
        "business planning",
        "conflict management",
        "enterprise risk management",
        "organisational analysis"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "networking",
        "technology road mapping",
        "quality system management",
        "workplace safety and health system management",
        "business data analysis",
        "business innovation",
        "procurement performance monitoring",
        "cyber risk management",
        "vision leadership",
        "research and development",
        "competitive business strategy",
        "sustainable manufacturing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / chief operating officer / managing director / country manager": {
      "role_name": "chief executive officer / chief operating officer / managing director / country manager",
      "total_skills": 54,
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        "innovation management",
        "business continuity management",
        "crisis management",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "conflict management",
        "corporate governance",
        "knowledge management",
        "business performance management",
        "business environment analysis",
        "organisational analysis",
        "financial analysis",
        "business risk assessment",
        "intellectual property management",
        "organisational vision, mission and values formulation",
        "vision leadership"
      ],
      "nice_to_have": [
        "productivity improvement",
        "business relationship building",
        "people and relationship management",
        "customer loyalty and retention strategy formulation",
        "organisation and board relationship",
        "service information and results",
        "organisational relationship building",
        "organisational planning and target setting",
        "organisation representative",
        "brand guideline development",
        "market entry strategy formulation",
        "service innovation",
        "service leadership",
        "effective board member",
        "customer relationship management operations",
        "project feasibility",
        "people development",
        "retailing and the economy",
        "service brand",
        "service innovation culture",
        "property and infrastructural planning",
        "technology strategy formulation",
        "workforce diversity and harmony",
        "public relations campaign management",
        "organisation evaluation for business excellence",
        "project resources",
        "project integration",
        "productivity and innovation strategy",
        "personal effectiveness",
        "organisational strategy formulation",
        "manage change",
        "franchise management",
        "financial budget planning and management",
        "drive productivity and innovation",
        "compliance with legal regulations",
        "business operational planning",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / chief operating officer / managing director / general manager": {
      "role_name": "chief executive officer / chief operating officer / managing director / general manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "business continuity management",
        "financial management"
      ],
      "nice_to_have": [
        "business development",
        "corporate governance",
        "strategy planning",
        "public relations management",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "public-private-individual partnership collaboration",
        "strategic human resource management",
        "strategic service excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / chief operating officer / managing director / general manager / president": {
      "role_name": "chief executive officer / chief operating officer / managing director / general manager / president",
      "total_skills": 12,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "technology road mapping"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "business planning management",
        "business stakeholder management",
        "safe system of work development and implementation",
        "business-to-business customer relationship management",
        "risk and compliance management",
        "sales and business development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / executive director": {
      "role_name": "chief executive officer / executive director",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "financial management",
        "budgeting",
        "continuous improvement management",
        "business continuity planning",
        "business opportunities development",
        "corporate governance",
        "strategy planning",
        "partnership management",
        "knowledge management",
        "risk management",
        "project feasibility assessment",
        "business environment analysis"
      ],
      "nice_to_have": [
        "contract development and management",
        "data governance",
        "networking",
        "brand management",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "data mining and modelling",
        "disruption management",
        "vision leadership",
        "business relationship building",
        "internal controls",
        "organisation representative",
        "effective board member",
        "people and performance management",
        "organisation and board relationship",
        "research findings communication",
        "emerging technology",
        "business ethics and values management",
        "legal compliance management",
        "new export market entry strategy formulation",
        "business innovation and improvement",
        "technology adoption and innovation",
        "trade association advocacy and representation",
        "management decision making",
        "industry knowledge, research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / general manager / president": {
      "role_name": "chief executive officer / general manager / president",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "service excellence",
        "corporate governance"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "strategy development",
        "workplace safety and health culture development",
        "business presentation delivery",
        "workplace safety and health policy development",
        "intellectual property management",
        "procurement coordination and policy development",
        "financial planning",
        "conflict resolution",
        "business proposal writing",
        "operational risk management",
        "quality systems management",
        "staff performance management",
        "financial budgeting",
        "manpower forecasting",
        "opportunity development",
        "organisational performance management",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / managing director": {
      "role_name": "chief executive officer / managing director",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "crisis management"
      ],
      "nice_to_have": [
        "business opportunities development",
        "quality assurance management",
        "business performance management",
        "risk compliance and governance",
        "systems thinking application",
        "people management",
        "conflict resolution",
        "organisational strategising",
        "effectiveness management",
        "creative entrepreneurship",
        "financial planning and analysis",
        "sustainable food production design",
        "technology strategy design",
        "sales management",
        "board membership",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "legislative and regulatory compliance",
        "emerging technology scanning",
        "customer loyalty and retention strategy design",
        "business change assessment",
        "workforce diversity and inclusion"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / managing director / general manager": {
      "role_name": "chief executive officer / managing director / general manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "financial management",
        "business continuity planning",
        "service excellence",
        "business planning"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "corporate governance",
        "strategy planning",
        "business performance management",
        "networking",
        "risk management and administration",
        "organisational vision, mission and values formulation",
        "succession planning",
        "technology scanning",
        "product, content and experience performance management",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief executive officer / managing director / general manager / president": {
      "role_name": "chief executive officer / managing director / general manager / president",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "financial management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "business performance management",
        "strategy development",
        "workplace safety and health culture development",
        "capital expenditure and investment evaluation",
        "business presentation delivery",
        "quality system management",
        "technology road mapping",
        "workplace safety and health framework development and implementation",
        "conflict resolution",
        "business proposal writing",
        "staff management",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief financial officer": {
      "role_name": "chief financial officer",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "financial management",
        "business planning",
        "data analytics",
        "conflict management",
        "performance management",
        "risk management",
        "financial analysis",
        "capital expenditure and investment evaluation"
      ],
      "nice_to_have": [
        "internal controls",
        "fraud risk management",
        "disruption management",
        "financial planning",
        "regulatory risk assessment",
        "benchmarking",
        "macroeconomic analysis",
        "project execution and control",
        "audit compliance",
        "financial reporting",
        "valuation",
        "corporate and business law",
        "capital raising",
        "business acumen",
        "cost management",
        "transfer pricing",
        "taxation laws",
        "tax implications",
        "business innovation and improvement",
        "regulatory strategy",
        "business process management",
        "financial reporting quality",
        "finance business partnering",
        "professional standards",
        "professional scepticism and judgment",
        "professional and business ethics",
        "non-financial reporting",
        "management decision making",
        "digital technology adoption and innovation",
        "digital technology environment scanning",
        "accounting and tax systems"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief human resource officer": {
      "role_name": "chief human resource officer",
      "total_skills": 37,
      "core_skills": [
        "project management",
        "performance management",
        "risk management",
        "technology integration",
        "talent management",
        "succession planning",
        "business acumen",
        "leadership development",
        "stakeholder engagement and management",
        "skills framework adoption",
        "organisational design",
        "labour relations management",
        "human resource digitalisation"
      ],
      "nice_to_have": [
        "organisational strategy development",
        "total rewards philosophy development",
        "conduct and behaviour management",
        "contingent workforce management",
        "diversity and inclusion management",
        "strategic workforce planning",
        "employee communication management",
        "employee engagement management",
        "employer branding",
        "executive remuneration management",
        "financial acumen",
        "organisational diagnosis",
        "human resource policies and legislation framework management",
        "human resource advisory",
        "organisational culture development",
        "organisational change management",
        "learning and development strategy",
        "human resource analytics and insights",
        "career framework design",
        "industry networking",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "workplace optimisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief information officer": {
      "role_name": "chief information officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "budgeting",
        "learning and development",
        "strategy planning",
        "performance management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "networking",
        "organisational analysis",
        "business risk management",
        "cyber risk management",
        "people and performance management",
        "organisational design",
        "sustainability management",
        "business continuity",
        "it standards",
        "it governance",
        "infrastructure strategy",
        "enterprise architecture",
        "disaster recovery management",
        "cyber and data breach incident management",
        "it strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief information security officer": {
      "role_name": "chief information security officer",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "strategy planning",
        "manpower planning",
        "partnership management",
        "business performance management"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "business risk management",
        "business needs analysis",
        "cyber risk management",
        "people and performance management",
        "security governance",
        "security strategy",
        "threat analysis and defence",
        "security architecture",
        "audit and compliance",
        "network security",
        "it standards",
        "disaster recovery management",
        "cyber forensics",
        "cyber and data breach incident management",
        "business continuity",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief nurse": {
      "role_name": "chief nurse",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "learning needs analysis",
        "emergency response and crisis management",
        "patient care delivery in nursing",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices"
      ],
      "nice_to_have": [
        "programme evaluation",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "clinical governance",
        "nursing manpower planning",
        "medication management in nursing",
        "inter-professional collaboration",
        "department financial management",
        "clinical services development",
        "strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief pilot (vice president)": {
      "role_name": "chief pilot (vice president)",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "business development",
        "manpower planning",
        "process improvement and optimisation",
        "standard operating procedures development",
        "crisis communication and media management",
        "inclement weather operations and planning",
        "pre-flight preparation",
        "post-landing operations",
        "aircraft cruise operations",
        "human factors management",
        "aircraft emergency management",
        "airline operations management",
        "aircraft take-off operations",
        "aircraft manual handling",
        "aircraft landing operations",
        "flight deck communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief product officer": {
      "role_name": "chief product officer",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "budgeting",
        "data analytics",
        "business development",
        "performance management",
        "strategy planning",
        "business performance management",
        "partnership management",
        "customer experience management",
        "business environment analysis",
        "user experience design"
      ],
      "nice_to_have": [
        "organisational analysis",
        "networking",
        "emerging technology synthesis",
        "demand analysis",
        "design thinking practice",
        "product management",
        "business innovation",
        "user interface design",
        "pricing strategy",
        "business requirements mapping",
        "business needs analysis",
        "system integration",
        "user testing and usability testing",
        "people and performance management",
        "portfolio management",
        "quality standards",
        "automation management in product development",
        "it strategy",
        "business continuity",
        "business agility",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief psychologist": {
      "role_name": "chief psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief research and development officer": {
      "role_name": "chief research and development officer",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "budgeting",
        "business continuity management",
        "business performance management",
        "risk management",
        "quality assurance management",
        "strategy development",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "systems thinking",
        "product testing",
        "good manufacturing practices implementation",
        "process validation",
        "quality system management",
        "quality control management",
        "data synthesis",
        "data analytics system design",
        "green manufacturing design and implementation",
        "hazards and risk control, and policy management",
        "technical presentation",
        "conflict resolution",
        "continuous process improvement",
        "technical report writing",
        "chemical risk management",
        "document control",
        "production performance management",
        "packaging testing",
        "laboratory management",
        "food safety management",
        "active and smart packaging",
        "food manufacturing process design",
        "new product introduction for food",
        "international trade legislation for business",
        "advanced processing technology"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief research psychologist": {
      "role_name": "chief research psychologist",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief risk officer / risk partner / head of risk / enterprise risk management director": {
      "role_name": "chief risk officer / risk partner / head of risk / enterprise risk management director",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "data analytics",
        "risk management",
        "systems thinking",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "internal controls",
        "benchmarking",
        "fraud risk management",
        "environment and social governance",
        "macroeconomic analysis",
        "project execution and control",
        "cyber security",
        "corporate and business law",
        "professional and business ethics",
        "digital technology adoption and innovation",
        "risk advisory",
        "business process analysis",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief security officer": {
      "role_name": "chief security officer",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "financial management",
        "performance management",
        "manpower planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "robotics and automation application",
        "access control management",
        "security surveillance management",
        "executive protection",
        "capability development",
        "security threat research",
        "security screening management",
        "security operation compliance",
        "security event management",
        "documentation",
        "marketing management",
        "conflict resolution management",
        "alarm system management",
        "information collection",
        "incident response",
        "guard and patrol",
        "contingency management",
        "confidentiality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief sustainability officer / sustainability head / lead / sustainability director": {
      "role_name": "chief sustainability officer / sustainability head / lead / sustainability director",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business continuity management",
        "data analytics",
        "business planning",
        "performance management",
        "risk management",
        "financial analysis",
        "business risk management",
        "business risk assessment"
      ],
      "nice_to_have": [
        "strategy implementation",
        "regulatory risk assessment",
        "regulatory compliance",
        "disruption management",
        "benchmarking",
        "internal controls",
        "audit compliance",
        "sustainability management",
        "audit and review management",
        "business acumen",
        "environment and social governance",
        "global perspective",
        "regulatory strategy",
        "sustainability reporting",
        "sustainability assurance",
        "business innovation and improvement",
        "business process management",
        "climate reporting",
        "communication",
        "greenhouse gas accounting",
        "decision making",
        "problem solving",
        "non-financial reporting",
        "management decision making",
        "environment impact assessment",
        "influence",
        "sustainability risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "chief technology officer": {
      "role_name": "chief technology officer",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "strategy planning",
        "performance management",
        "partnership management",
        "business negotiation"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "organisational analysis",
        "business risk management",
        "product management",
        "people and performance management",
        "sustainability management",
        "system integration",
        "organisational design",
        "test planning",
        "portfolio management",
        "it strategy",
        "quality standards",
        "software design",
        "software testing",
        "solution architecture",
        "enterprise architecture",
        "business continuity",
        "business agility",
        "applications development",
        "service level management",
        "continuous integration and continuous deployment",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "civil and structural engineer": {
      "role_name": "civil and structural engineer",
      "total_skills": 38,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "continuous improvement management",
        "manpower planning",
        "technology application",
        "project feasibility assessment",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "design thinking practice",
        "quality system management",
        "people management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "technical writing",
        "technical presentation",
        "technical inspection",
        "structural testing",
        "building information modelling application",
        "material studies and production processes",
        "design for safety",
        "dispute resolution",
        "solar photovoltaic systems designs",
        "site assessment and analysis",
        "project risk management",
        "critical thinking",
        "data collection and analysis",
        "engineering contract management",
        "cultural, heritage and socio-economic sensitivity for design",
        "construction technology",
        "regulatory submission and clearance",
        "design for maintainability",
        "integrated digital delivery application",
        "computational design",
        "geotechnical engineering management",
        "ethical climate",
        "design for manufacturing and assembly",
        "civil and structural engineering management",
        "green building strategy implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "claims appraiser / claims examiner / claims executive": {
      "role_name": "claims appraiser / claims examiner / claims executive",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "corporate governance"
      ],
      "nice_to_have": [
        "customer experience management",
        "contract and vendor management",
        "data governance",
        "fraud risk management",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "insurance claims handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "claims liaison executive": {
      "role_name": "claims liaison executive",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "product advisory",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "insurance claims handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "claims liaison manager": {
      "role_name": "claims liaison manager",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "customer experience management",
        "fraud risk management",
        "product advisory",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "insurance claims handling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "claims manager": {
      "role_name": "claims manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "continuous improvement management",
        "corporate governance",
        "risk management",
        "customer experience management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "contract and vendor management",
        "data governance",
        "emerging technology synthesis",
        "business process re-engineering",
        "business requirements mapping",
        "fraud risk management",
        "regulatory compliance",
        "ethical culture",
        "data collection and analysis",
        "insurance claims handling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cleaning operations executive": {
      "role_name": "cleaning operations executive",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "emergency response management",
        "financial management",
        "business continuity management",
        "learning and development",
        "business development",
        "conflict management",
        "strategy planning",
        "internet of things management"
      ],
      "nice_to_have": [
        "knowledge management",
        "data and statistical analytics",
        "robotics and automation application",
        "contract and vendor management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "risk management and administration",
        "contract preparation, evaluation, negotiation and tendering",
        "effectiveness management",
        "workplace safety and health practices implementation",
        "customer management",
        "process quality management",
        "equipment and inventory management",
        "cleaning chemical handling",
        "automation research and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cleaning operations manager": {
      "role_name": "cleaning operations manager",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "emergency response management",
        "financial management",
        "learning and development",
        "business continuity management",
        "business development",
        "conflict management",
        "strategy planning",
        "internet of things management"
      ],
      "nice_to_have": [
        "knowledge management",
        "data and statistical analytics",
        "robotics and automation application",
        "contract and vendor management",
        "workplace safety and health culture development",
        "process improvement and optimisation",
        "incident and accident investigation",
        "effectiveness management",
        "contract preparation, evaluation, negotiation and tendering",
        "risk management and administration",
        "workplace safety and health practices implementation",
        "customer management",
        "process quality management",
        "cleaning chemical handling",
        "automation research and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cleaning supervisor": {
      "role_name": "cleaning supervisor",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "internet of things management",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "incident and accident investigation",
        "risk management and administration",
        "effectiveness management",
        "workplace safety and health practices implementation",
        "customer management",
        "public hygiene maintenance",
        "horizontal surface maintenance",
        "furniture and furnishing maintenance",
        "vertical surface maintenance",
        "washroom maintenance",
        "food shop hygiene maintenance",
        "equipment and inventory management",
        "cleaning chemical handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client executive / account management executive": {
      "role_name": "client executive / account management executive",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "continuous improvement management",
        "customer experience management",
        "customer relationship management"
      ],
      "nice_to_have": [
        "market profiling",
        "quality assurance",
        "account management",
        "business needs analysis",
        "product advisory",
        "sales strategy",
        "service challenges",
        "ethical culture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client implementation analyst": {
      "role_name": "client implementation analyst",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "account management",
        "business needs analysis",
        "business requirements mapping",
        "service challenges",
        "ethical culture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client implementation manager": {
      "role_name": "client implementation manager",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business performance management",
        "customer experience management",
        "account management",
        "business needs analysis",
        "business requirements mapping",
        "service challenges",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client investment performance and reporting analyst": {
      "role_name": "client investment performance and reporting analyst",
      "total_skills": 16,
      "core_skills": [
        "continuous improvement management",
        "data governance",
        "business process re-engineering",
        "capital expenditure and investment evaluation",
        "benchmarking",
        "disruption management",
        "financial modelling"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "data collection and analysis",
        "ethical culture",
        "asset and liability management",
        "attribution analysis",
        "behavioural finance",
        "people performance management",
        "portfolio and investment risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client portfolio analyst": {
      "role_name": "client portfolio analyst",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis",
        "customer relationship management",
        "market profiling"
      ],
      "nice_to_have": [
        "networking",
        "account management",
        "benchmarking",
        "regulatory compliance",
        "ethical culture",
        "attribution analysis",
        "client investment suitability",
        "market specialisation",
        "portfolio and investment risk management",
        "proposal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client portfolio manager": {
      "role_name": "client portfolio manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis",
        "customer relationship management",
        "market profiling"
      ],
      "nice_to_have": [
        "networking",
        "account management",
        "regulatory compliance",
        "data storytelling and visualisation",
        "ethical culture",
        "attribution analysis",
        "client investment suitability",
        "market specialisation",
        "people performance management",
        "portfolio and investment risk management",
        "proposal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client service manager / client support service manager": {
      "role_name": "client service manager / client support service manager",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "technology application",
        "business process re-engineering",
        "quality assurance",
        "account management",
        "service challenges",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client service officer / client support service officer": {
      "role_name": "client service officer / client support service officer",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "technology application",
        "business process re-engineering",
        "quality assurance",
        "account management",
        "service challenges",
        "ethical culture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "client support manager / account manager": {
      "role_name": "client support manager / account manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "continuous improvement management",
        "business performance management",
        "customer experience management",
        "customer relationship management"
      ],
      "nice_to_have": [
        "market profiling",
        "quality assurance",
        "account management",
        "business needs analysis",
        "product advisory",
        "sales strategy",
        "service challenges",
        "ethical culture",
        "standard operating procedures development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cluster manager": {
      "role_name": "cluster manager",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "centre innovation and change adoption",
        "learning support session planning and implementation",
        "staff continuous learning",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "professional advice and engagement",
        "operations management",
        "interaction and relationship",
        "child safety and protection",
        "health, hygiene and nutrition for children"
      ],
      "nice_to_have": [
        "financial administration",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "team management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "commanding officer": {
      "role_name": "commanding officer",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "innovation management"
      ],
      "nice_to_have": [
        "manpower planning",
        "robotics and automation application",
        "access control management",
        "alarm system management",
        "conflict resolution management",
        "contingency management",
        "documentation",
        "information collection",
        "security event management",
        "security risk analysis",
        "security threat research"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "commodities trader": {
      "role_name": "commodities trader",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "learning and development",
        "business planning"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "conflict management",
        "business performance management",
        "networking",
        "customer relationship management",
        "demand analysis",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking",
        "commodities trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "commodities trading manager / senior commodities trader": {
      "role_name": "commodities trading manager / senior commodities trader",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "demand analysis",
        "customer relationship management",
        "networking",
        "organisational analysis",
        "contract development and management",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking",
        "commodities trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "communication controller": {
      "role_name": "communication controller",
      "total_skills": 11,
      "core_skills": [
        "innovation management",
        "report writing"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "health and fatigue risk management",
        "rail emergency response management",
        "rail incident management",
        "rail operations control management",
        "rail regulatory compliance",
        "security management",
        "workplace and facilities safety management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "community care associate": {
      "role_name": "community care associate",
      "total_skills": 16,
      "core_skills": [
        "resilience and self-care",
        "emergency response and crisis management",
        "intervention implementation",
        "care assistance",
        "effective communication in nursing",
        "feeding management in community care",
        "infection prevention and control in nursing practice",
        "inventory control and equipment maintenance in rehabilitation care",
        "medication management in nursing",
        "mobility and ambulation assistance in nursing"
      ],
      "nice_to_have": [
        "patient care delivery in nursing",
        "patient empowerment on self-care",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "support service to seniors",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "community development executive": {
      "role_name": "community development executive",
      "total_skills": 8,
      "core_skills": [
        "business negotiation",
        "customer experience management",
        "brand management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "market intelligence",
        "research",
        "community development",
        "content marketing strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "community development specialist": {
      "role_name": "community development specialist",
      "total_skills": 10,
      "core_skills": [
        "business negotiation",
        "customer experience management",
        "brand management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "integrated marketing",
        "market intelligence",
        "marketing strategy",
        "research",
        "community development",
        "content marketing strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "compliance advisory executive": {
      "role_name": "compliance advisory executive",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "change management"
      ],
      "nice_to_have": [
        "corporate governance",
        "risk management",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "compliance mindset development",
        "regulatory and legal advisory",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "compliance advisory manager": {
      "role_name": "compliance advisory manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "continuous improvement management",
        "corporate governance"
      ],
      "nice_to_have": [
        "strategy planning",
        "risk management",
        "contract and vendor management",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "regulatory and legal advisory",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "compliance mindset development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "compliance analyst": {
      "role_name": "compliance analyst",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "risk management",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "research and information synthesis",
        "compliance mindset development",
        "monitoring and surveillance",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "concierge": {
      "role_name": "concierge",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "crisis management",
        "customer experience management",
        "workplace safety and health performance management",
        "threat observation",
        "staff management",
        "service coaching",
        "productivity improvement"
      ],
      "nice_to_have": [
        "people and relationship management",
        "organisational relationship building",
        "people and performance management",
        "loss and risk prevention management",
        "people development",
        "service information and results",
        "service innovation",
        "service leadership",
        "service planning and implementation",
        "legal compliance management",
        "environmental sustainability management",
        "customer feedback and relationship management",
        "technology adoption and innovation",
        "customer challenges management",
        "concierge and uniformed service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "content and experience development executive / curator": {
      "role_name": "content and experience development executive / curator",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "budgeting",
        "service excellence"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "contract development and management",
        "strategy implementation",
        "intellectual property management",
        "risk management and administration",
        "resource management",
        "technology scanning",
        "financial planning and analysis",
        "content writing and editing",
        "tourism and economic development",
        "attractions content and experience development and delivery",
        "product, content and experience performance management",
        "attractions guest relations management",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "content strategist": {
      "role_name": "content strategist",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "brand management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "aesthetic and design sensibility",
        "conceptual thinking",
        "critical thinking",
        "imagination and exploration",
        "narrative design",
        "visual communication",
        "content development and strategy",
        "cultural sensitivity for design",
        "design writing",
        "empathetic design",
        "scenario and strategic planning",
        "trend forecasting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "content writer": {
      "role_name": "content writer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "brand management",
        "business presentation delivery",
        "aesthetic and design sensibility"
      ],
      "nice_to_have": [
        "conceptual thinking",
        "critical thinking",
        "imagination and exploration",
        "narrative design",
        "visual communication",
        "content development and strategy",
        "cultural sensitivity for design",
        "design writing",
        "empathetic design",
        "trend forecasting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "contract specialist": {
      "role_name": "contract specialist",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "service excellence",
        "conflict management",
        "business performance management",
        "contract development and management",
        "customer relationship management",
        "systems thinking application",
        "effectiveness management",
        "international trade legislation compliance",
        "technology integration",
        "resource management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cook / kitchen assistant": {
      "role_name": "cook / kitchen assistant",
      "total_skills": 28,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "asian cold dish and dessert preparation",
        "malay dry-heat dish preparation and cooking",
        "western moist-heat dish preparation and cooking",
        "western dry-heat dish preparation and cooking",
        "western cold dish preparation",
        "technology application and implementation",
        "system and work process improvement",
        "specialty cuisine preparation and cooking",
        "seafood storage and fabrication",
        "productivity optimisation for food and beverages operations",
        "meat storage and fabrication"
      ],
      "nice_to_have": [
        "malay moist-heat dish preparation and cooking",
        "legislative and regulatory compliance",
        "asian cuisine preparation and cooking",
        "indian moist-heat dish preparation and cooking",
        "indian dry-heat dish preparation and cooking",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "chinese moist-heat dish preparation and cooking",
        "chinese dry-heat dish preparation and cooking",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "coordination and reservations executive": {
      "role_name": "coordination and reservations executive",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "business performance management"
      ],
      "nice_to_have": [
        "technology application",
        "vendor management",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "data mining and modelling",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "tour and travel coordination, ticketing and reservations management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "costume coordinator": {
      "role_name": "costume coordinator",
      "total_skills": 4,
      "core_skills": [
        "business negotiation"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "rehearsal management",
        "risk assessment for production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "costume designer": {
      "role_name": "costume designer",
      "total_skills": 7,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "procurement for production operations",
        "production design",
        "concept creation for production design",
        "costume design and creation",
        "production quality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "counselling educator": {
      "role_name": "counselling educator",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "advocacy and representation",
        "clinical supervision",
        "technology application in counselling",
        "social service programme implementation"
      ],
      "nice_to_have": [
        "social service programme evaluation",
        "social service programme development",
        "reflexive practice",
        "learning programme evaluation",
        "learning programme design",
        "learning programme delivery",
        "learning framework development",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "counsellor": {
      "role_name": "counsellor",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation",
        "advocacy and representation"
      ],
      "nice_to_have": [
        "technology application in counselling",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "group work intervention",
        "case and care planning",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "clinical supervision",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "courseware developer": {
      "role_name": "courseware developer",
      "total_skills": 33,
      "core_skills": [
        "innovation management",
        "market research",
        "business negotiation",
        "quality assurance management",
        "partnership management",
        "knowledge management",
        "vendor management",
        "project feasibility assessment",
        "business environment analysis",
        "contract development and management",
        "networking"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "business innovation",
        "data management",
        "learning needs analysis",
        "skills framework adoption",
        "research into professional practice translation",
        "stakeholder engagement and management",
        "talent capability assessment",
        "research findings communication",
        "research design",
        "research data analysis",
        "reflective practice",
        "accreditation structure management",
        "assessment design and implementation",
        "data collection and preparation",
        "customer relationship management operations",
        "curriculum design",
        "competency framework development",
        "learning space design",
        "learning experience evaluation",
        "learner profile analysis",
        "learning mode design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "creative director / creative supervisor / 3d art supervisor": {
      "role_name": "creative director / creative supervisor / 3d art supervisor",
      "total_skills": 11,
      "core_skills": [
        "3d modelling",
        "research",
        "2d animation",
        "3d animation",
        "compositing visuals",
        "concept art creation"
      ],
      "nice_to_have": [
        "concept creation",
        "digital lighting",
        "immersive design",
        "rigging for animation",
        "surfacing and texturing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "creative technologist": {
      "role_name": "creative technologist",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "emerging technology synthesis",
        "intellectual property management",
        "design thinking practice",
        "systems thinking"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "creative entrepreneurship",
        "material studies and production processes",
        "imagination and exploration",
        "interaction design practice",
        "aesthetic and design sensibility",
        "digital and physical prototyping",
        "design sustainability and ethics management",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "user testing and usability testing",
        "behavioural economics in design",
        "empathetic design",
        "facilitation",
        "cultural sensitivity for design",
        "product and production engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "credit and lending operations analyst": {
      "role_name": "credit and lending operations analyst",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "risk management",
        "data governance",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "financial transactions",
        "policy implementation and revision",
        "standard operating procedures development",
        "collateral management",
        "financial statements review"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "credit and lending operations manager": {
      "role_name": "credit and lending operations manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "risk management"
      ],
      "nice_to_have": [
        "business performance management",
        "data governance",
        "credit risk management",
        "regulatory compliance",
        "policy implementation and revision",
        "ethical culture",
        "financial transactions",
        "data collection and analysis",
        "standard operating procedures development",
        "people performance management",
        "financial statements review",
        "collateral management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "credit manager": {
      "role_name": "credit manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "conflict management"
      ],
      "nice_to_have": [
        "strategy planning",
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "credit risk management",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "resource management",
        "credit assessment",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "credit risk analyst": {
      "role_name": "credit risk analyst",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "business risk assessment"
      ],
      "nice_to_have": [
        "credit risk management",
        "credit assessment",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "data analytics and computational modelling",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "credit risk manager": {
      "role_name": "credit risk manager",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis",
        "technology application",
        "business risk assessment"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "credit risk management",
        "data collection and analysis",
        "environment and social governance",
        "ethical culture",
        "standard operating procedures development",
        "credit assessment",
        "policy implementation and revision",
        "data analytics and computational modelling",
        "people performance management",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "crew manager": {
      "role_name": "crew manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "service excellence",
        "report writing",
        "workplace safety and health culture development",
        "inventory management",
        "people development",
        "civil emergency management",
        "health and fatigue risk management",
        "manpower planning and deployment",
        "rail emergency response management",
        "rail incident management",
        "rail regulatory compliance",
        "workplace and facilities safety management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "crew-in-charge": {
      "role_name": "crew-in-charge",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "service excellence"
      ],
      "nice_to_have": [
        "technology application",
        "service coaching",
        "service challenges",
        "people and relationship management",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "accident and incident response management",
        "airline operations management",
        "in-flight emergency management",
        "service branding and coaching",
        "in-flight customer services",
        "human factors management",
        "food and beverage services",
        "cabin safety management",
        "cabin preparation",
        "cabin hygiene and cleanliness",
        "cabin crew performance management",
        "behavioural analysis and predictive screening",
        "internet of things application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "crewing executive": {
      "role_name": "crewing executive",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "budgeting",
        "learning and development",
        "manpower planning",
        "performance management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "networking",
        "cyber security",
        "labour relations management",
        "compensation management",
        "recruitment channel management",
        "selection management",
        "benefits management",
        "crew management",
        "employee relations",
        "maritime emergency response management",
        "maritime incident management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "crewing manager": {
      "role_name": "crewing manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "learning and development",
        "budgeting",
        "performance management"
      ],
      "nice_to_have": [
        "manpower planning",
        "contract and vendor management",
        "networking",
        "talent management",
        "labour relations management",
        "cyber security",
        "recruitment channel management",
        "selection management",
        "compensation management",
        "benefits management",
        "employee relations",
        "maritime emergency response management",
        "maritime incident management",
        "crew management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "curriculum / pedagogy specialist": {
      "role_name": "curriculum / pedagogy specialist",
      "total_skills": 19,
      "core_skills": [
        "learning environment design",
        "centre innovation and change adoption",
        "early childhood programme planning",
        "staff continuous learning",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "early childhood pedagogical practice",
        "child development assessment",
        "early childhood curriculum design",
        "diversity and inclusion"
      ],
      "nice_to_have": [
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "curriculum lead": {
      "role_name": "curriculum lead",
      "total_skills": 40,
      "core_skills": [
        "innovation management",
        "market research",
        "project management",
        "business negotiation",
        "service excellence",
        "performance management",
        "quality assurance management",
        "partnership management",
        "knowledge management",
        "project feasibility assessment",
        "vendor management",
        "business environment analysis",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "contract development and management",
        "business innovation",
        "intellectual property management",
        "learning needs analysis",
        "talent management",
        "succession planning",
        "programme management",
        "data management",
        "research data analysis",
        "talent capability assessment",
        "stakeholder engagement and management",
        "skills framework adoption",
        "research into professional practice translation",
        "research findings communication",
        "research design",
        "accreditation structure management",
        "reflective practice",
        "competency framework development",
        "curriculum design",
        "customer relationship management operations",
        "data collection and preparation",
        "assessment design and implementation",
        "learning mode design",
        "learning strategy development",
        "learning space design",
        "learning experience evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer experience executive / user experience executive": {
      "role_name": "customer experience executive / user experience executive",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer experience management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "user experience design",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "product design and development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer experience manager / user experience manager": {
      "role_name": "customer experience manager / user experience manager",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer experience management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "user experience design",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "product design and development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service executive": {
      "role_name": "customer service executive",
      "total_skills": 11,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "technical report writing",
        "billing and settlement administration",
        "business-to-customer management",
        "customer service innovation management",
        "energy product advisory",
        "order processing and change request management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service manager": {
      "role_name": "customer service manager",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "financial management",
        "business continuity management",
        "learning and development",
        "continuous improvement management",
        "business development",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "market profiling",
        "user experience design",
        "public relations management",
        "quality assurance",
        "strategy implementation",
        "business process re-engineering",
        "business risk assessment",
        "service challenges",
        "risk management and administration",
        "regulatory compliance",
        "account management",
        "business requirements mapping",
        "standard operating procedures development",
        "customer management",
        "ethical culture",
        "pricing for warehouse services and operations",
        "information technology application support and monitoring",
        "pricing for transportation services and operations",
        "pricing for cargo services and operations",
        "people performance management",
        "logistics solutions sales",
        "strategic human resource management",
        "strategic service excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service officer / bank teller": {
      "role_name": "customer service officer / bank teller",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "customer experience management",
        "market profiling",
        "user experience design",
        "business process re-engineering"
      ],
      "nice_to_have": [
        "business risk assessment",
        "quality assurance",
        "account management",
        "regulatory compliance",
        "service challenges",
        "ethical culture",
        "standard operating procedures development",
        "information technology application support and monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service officer / rover": {
      "role_name": "customer service officer / rover",
      "total_skills": 16,
      "core_skills": [
        "innovation management",
        "service excellence"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "workplace first-aid",
        "civil emergency management",
        "crowd management",
        "health and fatigue risk management",
        "passenger train operations",
        "rail emergency response management",
        "rail incident management",
        "rail regulatory compliance",
        "security management",
        "track access management",
        "train fare and ticket management",
        "train station operations management",
        "workplace and facilities safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service officer / service quality analyst": {
      "role_name": "customer service officer / service quality analyst",
      "total_skills": 8,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "market research",
        "risk management and administration",
        "customer management",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service senior executive": {
      "role_name": "customer service senior executive",
      "total_skills": 18,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "staff training facilitation",
        "regulatory compliance",
        "technical report writing"
      ],
      "nice_to_have": [
        "energy product advisory",
        "people capability development",
        "order processing and change request management",
        "billing and data risk management",
        "billing and settlement administration",
        "customer service innovation management",
        "business-to-customer management",
        "business-to-business customer relationship management",
        "business intelligence and data analytics",
        "billing process improvement management",
        "billing enquiry management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service, billing and settlement department manager": {
      "role_name": "customer service, billing and settlement department manager",
      "total_skills": 19,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "regulatory compliance",
        "data management"
      ],
      "nice_to_have": [
        "technical report writing",
        "billing and data risk management",
        "energy product advisory",
        "people capability development",
        "partnership development and management",
        "order processing and change request management",
        "customer service innovation management",
        "billing and settlement administration",
        "business-to-customer management",
        "business-to-business customer relationship management",
        "business intelligence and data analytics",
        "billing process improvement management",
        "billing enquiry management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer service, billing and settlement manager": {
      "role_name": "customer service, billing and settlement manager",
      "total_skills": 20,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "data management",
        "staff training facilitation",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "technical report writing",
        "energy product advisory",
        "people capability development",
        "partnership development and management",
        "order processing and change request management",
        "billing and data risk management",
        "billing and settlement administration",
        "customer service innovation management",
        "business-to-customer management",
        "business-to-business customer relationship management",
        "business intelligence and data analytics",
        "billing process improvement management",
        "billing enquiry management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer services agent": {
      "role_name": "customer services agent",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "accident and incident response management",
        "flight check-in operations",
        "ground handling services and operations management",
        "baggage lost and found operations",
        "human factors management",
        "inclement weather operations and planning",
        "customer service delivery",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "customer and passenger handling and care",
        "behavioural analysis and predictive screening",
        "service branding and coaching",
        "baggage services management",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer services officer": {
      "role_name": "customer services officer",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "accident and incident response management",
        "flight check-in operations",
        "ground handling services and operations management",
        "baggage lost and found operations",
        "human factors management",
        "inclement weather operations and planning",
        "customer service delivery",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "customer and passenger handling and care",
        "behavioural analysis and predictive screening",
        "service branding and coaching",
        "baggage services management",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer services officer (call centre) / customer service officer (reservations & ticketing) / passenger relations officer": {
      "role_name": "customer services officer (call centre) / customer service officer (reservations & ticketing) / passenger relations officer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "customer relationship management",
        "airline marketing",
        "airline operations management",
        "airport operations management",
        "call centre management",
        "customer and passenger handling and care",
        "customer service delivery",
        "human factors management",
        "service branding and coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer services supervisor (call centre) / customer service supervisor (reservations & ticketing) / premium services supervisor": {
      "role_name": "customer services supervisor (call centre) / customer service supervisor (reservations & ticketing) / premium services supervisor",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "learning and development"
      ],
      "nice_to_have": [
        "business development",
        "manpower planning",
        "technology application",
        "customer relationship management",
        "standard operating procedures development",
        "crisis communication and media management",
        "service branding and coaching",
        "airline distribution channel strategies",
        "human factors management",
        "ground services training delivery",
        "airline marketing",
        "customer and passenger handling and care",
        "call centre management",
        "airport operations management",
        "airline operations management",
        "customer service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer success director": {
      "role_name": "customer success director",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "learning and development",
        "networking",
        "manpower planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "business performance management",
        "customer experience management",
        "product management",
        "strategy implementation",
        "account management",
        "business needs analysis",
        "people and performance management",
        "problem management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer success manager": {
      "role_name": "customer success manager",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "project management",
        "customer experience management",
        "budgeting"
      ],
      "nice_to_have": [
        "business performance management",
        "networking",
        "product management",
        "strategy implementation",
        "account management",
        "business needs analysis",
        "problem management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "customer support executive / travel consultant (customer support)": {
      "role_name": "customer support executive / travel consultant (customer support)",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "business performance management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "technology application",
        "customer relationship management",
        "strategy implementation",
        "systems thinking application",
        "sales closure",
        "productivity improvement",
        "data mining and modelling",
        "technology scanning",
        "tour and travel coordination, ticketing and reservations management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cyber risk analyst": {
      "role_name": "cyber risk analyst",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "strategy implementation"
      ],
      "nice_to_have": [
        "business needs analysis",
        "cyber risk management",
        "security governance",
        "audit and compliance",
        "cyber and data breach incident management",
        "cyber forensics",
        "it governance",
        "security administration",
        "security education and awareness",
        "security programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "cyber risk manager": {
      "role_name": "cyber risk manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "networking",
        "strategy implementation",
        "cyber risk management",
        "business needs analysis",
        "cyber forensics",
        "people and performance management",
        "security governance",
        "it governance",
        "cyber and data breach incident management",
        "security administration",
        "security architecture",
        "security education and awareness",
        "security programme management",
        "security strategy",
        "audit and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data analyst": {
      "role_name": "data analyst",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data governance"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "programming and coding",
        "data mining and modelling",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "data analytics and computational modelling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data analyst / associate data engineer": {
      "role_name": "data analyst / associate data engineer",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "project management",
        "budgeting"
      ],
      "nice_to_have": [
        "business performance management",
        "networking",
        "business innovation",
        "design thinking practice",
        "business needs analysis",
        "data visualisation",
        "database administration",
        "data engineering",
        "data ethics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data architect": {
      "role_name": "data architect",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "learning and development",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "emerging technology synthesis",
        "data governance",
        "business needs analysis",
        "database administration",
        "people and performance management",
        "security architecture",
        "system integration",
        "data strategy",
        "data ethics",
        "data engineering",
        "data design",
        "quality standards",
        "configuration tracking",
        "computational modelling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data centre operations engineer": {
      "role_name": "data centre operations engineer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "performance management"
      ],
      "nice_to_have": [
        "strategy implementation",
        "process improvement and optimisation",
        "business needs analysis",
        "infrastructure support",
        "people and performance management",
        "system integration",
        "cyber and data breach incident management",
        "it strategy",
        "problem management",
        "it asset management",
        "procurement",
        "disaster recovery management",
        "data centre facilities management",
        "business continuity"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data engineer": {
      "role_name": "data engineer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "emerging technology synthesis",
        "data governance"
      ],
      "nice_to_have": [
        "strategy implementation",
        "programming and coding",
        "business needs analysis",
        "software configuration",
        "ethical culture",
        "database administration",
        "data collection and analysis",
        "configuration tracking",
        "system integration",
        "data migration",
        "data ethics",
        "data engineering",
        "data design",
        "quality standards",
        "security architecture",
        "data analytics and computational modelling",
        "computational modelling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data protection executive": {
      "role_name": "data protection executive",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation"
      ],
      "nice_to_have": [
        "crisis management",
        "business risk management",
        "design thinking practice",
        "audit and compliance",
        "cyber and data breach incident management",
        "data ethics",
        "data protection management",
        "data sharing",
        "it standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data protection officer": {
      "role_name": "data protection officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "crisis management",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "data governance",
        "networking",
        "strategy implementation",
        "business risk management",
        "design thinking practice",
        "people and performance management",
        "audit and compliance",
        "it standards",
        "data protection management",
        "data ethics",
        "cyber and data breach incident management",
        "business agility",
        "data sharing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data scientist": {
      "role_name": "data scientist",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data governance"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "programming and coding",
        "data mining and modelling",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "software configuration",
        "data analytics and computational modelling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "data scientist / artificial intelligence scientist": {
      "role_name": "data scientist / artificial intelligence scientist",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data governance",
        "emerging technology synthesis",
        "business innovation"
      ],
      "nice_to_have": [
        "test planning",
        "design thinking practice",
        "business needs analysis",
        "solution architecture",
        "software design",
        "self-learning systems",
        "quality standards",
        "intelligent reasoning",
        "pattern recognition systems",
        "data strategy",
        "data ethics",
        "data design",
        "computer vision technology",
        "computational modelling",
        "text analytics and processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "database support engineer": {
      "role_name": "database support engineer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "performance management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "strategy implementation",
        "infrastructure support",
        "business needs analysis",
        "database administration",
        "people and performance management",
        "cyber and data breach incident management",
        "it asset management",
        "it strategy",
        "data migration",
        "problem management",
        "data engineering",
        "procurement",
        "security administration",
        "configuration tracking",
        "business continuity"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "decarbonisation consultant": {
      "role_name": "decarbonisation consultant",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "data analytics",
        "business environment analysis"
      ],
      "nice_to_have": [
        "financial analysis",
        "process improvement and optimisation",
        "benchmarking",
        "business needs analysis",
        "environment and social governance",
        "business acumen",
        "sustainability reporting",
        "sense making",
        "problem solving",
        "greenhouse gas accounting",
        "environment impact assessment",
        "communication",
        "decarbonisation consulting",
        "collaboration",
        "climate reporting",
        "climate change management",
        "carbon trading",
        "carbon reporting",
        "carbon pricing policy advisory",
        "carbon markets and decarbonisation strategies management",
        "business process analysis",
        "business innovation and improvement",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deck officer (special limit)": {
      "role_name": "deck officer (special limit)",
      "total_skills": 10,
      "core_skills": [
        "cyber security",
        "cargo handling and stowage",
        "fire prevention and fire-fighting",
        "navigation and position determination (special limit)",
        "navigation watch (special limit)",
        "personal survival techniques"
      ],
      "nice_to_have": [
        "search and rescue operations",
        "ship medical care",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "demand management data analyst": {
      "role_name": "demand management data analyst",
      "total_skills": 13,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "internet of things management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "demand management operations",
        "demand management plan development",
        "energy management and audit"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "demand management manager": {
      "role_name": "demand management manager",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "project management",
        "continuous improvement management",
        "internet of things management",
        "technology road mapping",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "organisational resource management",
        "contract management",
        "regulatory compliance",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "business stakeholder management",
        "demand management plan development",
        "energy management and audit",
        "demand management operations",
        "business intelligence and data analytics",
        "people capability development",
        "sales and business development",
        "sales strategy development",
        "autonomous systems technology application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "demand management, business-to-business sales and key accounts, business-to-customer sales and marketing department manager": {
      "role_name": "demand management, business-to-business sales and key accounts, business-to-customer sales and marketing department manager",
      "total_skills": 36,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "public relations management",
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "product performance management",
        "organisational resource management",
        "data management"
      ],
      "nice_to_have": [
        "contract management",
        "hazards and risk identification and management",
        "business stakeholder management",
        "technical report writing",
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
        "energy management and audit",
        "business-to-business customer relationship management",
        "technology and systems application",
        "sales strategy development",
        "sales and business development",
        "credit management",
        "demand management plan development",
        "demand management operations",
        "product and pricing strategy development",
        "product and pricing analysis",
        "people capability development",
        "partnership development and management",
        "business intelligence and data analytics",
        "marketing strategy development",
        "marketing operations management",
        "marketing content development",
        "digital marketing management",
        "billing process improvement management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "demurrage analyst / laytime analyst / post fixture executive": {
      "role_name": "demurrage analyst / laytime analyst / post fixture executive",
      "total_skills": 11,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "financial management",
        "service excellence"
      ],
      "nice_to_have": [
        "financial analysis",
        "business data analysis",
        "credit risk management",
        "cash flow reporting",
        "cyber security",
        "claims processing",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "demurrage manager / laytime manager / post fixture manager": {
      "role_name": "demurrage manager / laytime manager / post fixture manager",
      "total_skills": 17,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "financial management",
        "service excellence",
        "financial analysis",
        "networking",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "credit risk management",
        "business data analysis",
        "cash flow reporting",
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "claims processing",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "depot operations manager / depot manager": {
      "role_name": "depot operations manager / depot manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "crisis management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "report writing",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "workplace safety and health for incident and accident investigation",
        "manpower planning and deployment",
        "security management",
        "bus depot operations",
        "health and fatigue risk management",
        "bus regulatory compliance",
        "bus garaging",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "depot supervisor / traffic supervisor / dispatch supervisor / hub operations supervisor": {
      "role_name": "depot supervisor / traffic supervisor / dispatch supervisor / hub operations supervisor",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "technology application",
        "cargo tracking system administration"
      ],
      "nice_to_have": [
        "equipment maintenance",
        "import and export documentation administration",
        "risk management and administration",
        "dangerous goods management",
        "transport management system administration",
        "transportation route and schedule planning",
        "cargo and receipt inspection",
        "cargo security control",
        "environmental protection management",
        "material management (planning, sourcing, use, disposal)",
        "transportation hub / control centre administration",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "depot train controller": {
      "role_name": "depot train controller",
      "total_skills": 12,
      "core_skills": [
        "innovation management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "service excellence",
        "report writing",
        "people development",
        "civil emergency management",
        "health and fatigue risk management",
        "rail emergency response management",
        "rail incident management",
        "rail regulatory compliance",
        "track access management",
        "train depot control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy bus operations control centre manager": {
      "role_name": "deputy bus operations control centre manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "crisis management",
        "data and statistical analytics",
        "report writing",
        "workplace safety and health culture development",
        "people development",
        "staff performance management",
        "bus operations control management",
        "bus regulatory compliance",
        "health and fatigue risk management",
        "manpower planning and deployment",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy centre leader": {
      "role_name": "deputy centre leader",
      "total_skills": 26,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "child development assessment",
        "team management",
        "staff continuous learning",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "operations management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "financial administration",
        "early childhood programme planning",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy chief pilot / management pilot": {
      "role_name": "deputy chief pilot / management pilot",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "business development",
        "manpower planning",
        "process improvement and optimisation",
        "standard operating procedures development",
        "crisis communication and media management",
        "inclement weather operations and planning",
        "pre-flight preparation",
        "post-landing operations",
        "aircraft cruise operations",
        "human factors management",
        "aircraft emergency management",
        "airline operations management",
        "aircraft take-off operations",
        "aircraft manual handling",
        "aircraft landing operations",
        "flight deck communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy director / senior assistant director": {
      "role_name": "deputy director / senior assistant director",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "corporate governance",
        "strategy planning",
        "manpower planning"
      ],
      "nice_to_have": [
        "risk management",
        "people management",
        "strategy implementation",
        "workplace safety and health",
        "emergency response and crisis management",
        "resilience and self-care",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "trends evaluation and application",
        "quality and audit management",
        "reflexive practice",
        "collaborative practices across disciplines and sectors",
        "social policy development",
        "social policy evaluation",
        "social policy formulation",
        "social policy implementation",
        "department performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy director of nursing (clinical)": {
      "role_name": "deputy director of nursing (clinical)",
      "total_skills": 22,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "clinical services development",
        "nursing research and statistics",
        "strategy management",
        "service quality management"
      ],
      "nice_to_have": [
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing",
        "patient care delivery in nursing",
        "nursing productivity and innovation",
        "clinical teaching and supervision",
        "clinical governance",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "effective communication in nursing",
        "department financial management",
        "medication management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy director of nursing (education)": {
      "role_name": "deputy director of nursing (education)",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "curriculum design",
        "clinical teaching and supervision"
      ],
      "nice_to_have": [
        "professional, legal and ethical healthcare practice",
        "strategy management",
        "service quality management",
        "quality improvement and safe practices",
        "programme evaluation",
        "programme delivery",
        "nursing research and statistics",
        "performance management for nursing",
        "clinical governance",
        "learner assessments",
        "inter-professional collaboration",
        "department financial management",
        "nursing productivity and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy director of nursing (management)": {
      "role_name": "deputy director of nursing (management)",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "clinical governance"
      ],
      "nice_to_have": [
        "clinical services development",
        "clinical teaching and supervision",
        "department financial management",
        "inter-professional collaboration",
        "nursing manpower planning",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "performance management for nursing",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "service quality management",
        "strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy general manager / chief operating officer": {
      "role_name": "deputy general manager / chief operating officer",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "service excellence",
        "corporate governance"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "strategy development",
        "workplace safety and health culture development",
        "business presentation delivery",
        "workplace safety and health policy development",
        "intellectual property management",
        "procurement coordination and policy development",
        "financial planning",
        "conflict resolution",
        "business proposal writing",
        "operational risk management",
        "quality systems management",
        "staff performance management",
        "financial budgeting",
        "manpower forecasting",
        "opportunity development",
        "organisational performance management",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "deputy workshop manager": {
      "role_name": "deputy workshop manager",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "maintenance scheduling",
        "work at heights",
        "inventory management",
        "people development",
        "equipment maintenance and housekeeping",
        "staff performance management",
        "heavy lifting machinery operation",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "bus brake systems maintenance",
        "workplace and facilities safety management",
        "bus engine system maintenance",
        "bus drivetrain systems maintenance",
        "bus electrical and electronic systems maintenance",
        "internet of things application",
        "bus regulatory compliance",
        "bus steering and suspension systems maintenance",
        "bus air-conditioning systems maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "derivatives trader": {
      "role_name": "derivatives trader",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "learning and development",
        "business planning"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "conflict management",
        "business performance management",
        "demand analysis",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking",
        "derivatives trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "derivatives trading manager / senior derivatives trader": {
      "role_name": "derivatives trading manager / senior derivatives trader",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "conflict management"
      ],
      "nice_to_have": [
        "strategy planning",
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "demand analysis",
        "organisational analysis",
        "contract development and management",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "derivatives trading management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design coach / design accelerator": {
      "role_name": "design coach / design accelerator",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "emerging technology synthesis",
        "user experience design"
      ],
      "nice_to_have": [
        "systems thinking",
        "business presentation delivery",
        "design thinking practice",
        "aesthetic and design sensibility",
        "narrative design",
        "imagination and exploration",
        "digital and physical prototyping",
        "design creation and development",
        "critical thinking",
        "creative entrepreneurship",
        "conceptual thinking",
        "user testing and usability testing",
        "business model innovation",
        "empathetic design",
        "facilitation",
        "data and information visualisation",
        "cultural sensitivity for design",
        "qualitative research",
        "scenario and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design engineer": {
      "role_name": "design engineer",
      "total_skills": 67,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "business negotiation",
        "emergency response management",
        "business opportunities development",
        "knowledge management",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "systems integration",
        "quality system management",
        "additive manufacturing",
        "continuous process improvement",
        "lean manufacturing",
        "programme management",
        "augmented reality application",
        "big data analytics"
      ],
      "nice_to_have": [
        "quality systems management",
        "naval architecture calculations",
        "control system programming",
        "marine equipment material selection",
        "marine design customisation",
        "interface management",
        "fuel and lubrication system design",
        "digital techniques application",
        "electrical fundamentals application",
        "project quality management",
        "propeller principles application",
        "propulsion principles application",
        "propulsion system design",
        "pump and piping design",
        "cargo system design",
        "electrical drawing",
        "safety system design",
        "piston engine principles application",
        "ballast system design",
        "structural and arrangement drawing",
        "system architecture design",
        "system configuration management",
        "aviation legislation compliance",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "cooling system design",
        "aerospace materials and hardware selection",
        "power generation system design",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "internet of things implementation",
        "green ship design",
        "heat transfer system design",
        "heating, ventilation and air conditioning system design",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "composite structures design and maintenance",
        "instrumentation and control system design",
        "aerodynamics principles application",
        "communication and navigation system design",
        "pipeline drawing",
        "equipment drawing",
        "engineering product design facilitation",
        "marine engineering calculations",
        "engineering problem solving",
        "computer-aided design application",
        "electronic fundamentals application",
        "non-metallic materials manufacturing",
        "physics concepts application",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design facilitator": {
      "role_name": "design facilitator",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "systems thinking",
        "emerging technology synthesis",
        "design thinking practice"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "creative entrepreneurship",
        "critical thinking",
        "digital and physical prototyping",
        "conceptual thinking",
        "imagination and exploration",
        "narrative design",
        "aesthetic and design sensibility",
        "cultural sensitivity for design",
        "data and information visualisation",
        "business model innovation",
        "empathetic design",
        "facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design production manager": {
      "role_name": "design production manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "contract development and management",
        "systems thinking",
        "emerging technology synthesis",
        "business risk management"
      ],
      "nice_to_have": [
        "design thinking practice",
        "technical drawing",
        "design standards and specification",
        "material studies and production processes",
        "aesthetic and design sensibility",
        "imagination and exploration",
        "digital and physical prototyping",
        "form giving",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "user testing and usability testing",
        "design sustainability and ethics management",
        "product and production engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design project manager": {
      "role_name": "design project manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "systems thinking",
        "contract development and management"
      ],
      "nice_to_have": [
        "brand management",
        "emerging technology synthesis",
        "product management",
        "business presentation delivery",
        "business risk management",
        "design thinking practice",
        "aesthetic and design sensibility",
        "data analysis and interpretation",
        "imagination and exploration",
        "critical thinking",
        "conceptual thinking",
        "user testing and usability testing",
        "design sustainability and ethics management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design researcher": {
      "role_name": "design researcher",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "market research",
        "systems thinking",
        "design thinking practice",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "visual communication",
        "conceptual thinking",
        "critical thinking",
        "user testing and usability testing",
        "data analysis and interpretation",
        "narrative design",
        "quantitative research",
        "trend forecasting",
        "scenario and strategic planning",
        "behavioural economics in design",
        "qualitative research",
        "empathetic design",
        "design writing",
        "data and information visualisation",
        "cultural sensitivity for design",
        "facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design section manager": {
      "role_name": "design section manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "risk compliance and governance",
        "additive manufacturing",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "applied research and development management",
        "big data analytics",
        "piston engine principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "aviation legislation compliance",
        "propulsion principles application",
        "propeller principles application",
        "digital techniques application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "electrical fundamentals application",
        "computer-aided design application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "aerodynamics principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "engineering product design facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "design section manager / head of department": {
      "role_name": "design section manager / head of department",
      "total_skills": 44,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "service excellence",
        "corporate governance",
        "workplace safety and health performance management",
        "strategy development",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "intellectual property management",
        "business presentation delivery",
        "systems integration",
        "conflict resolution",
        "technical writing",
        "financial planning",
        "programme management",
        "quality systems management",
        "interface management",
        "manpower forecasting",
        "big data analytics",
        "naval architecture calculations",
        "operational risk management",
        "staff performance management",
        "marine design customisation",
        "system architecture design",
        "system configuration management",
        "safety system design",
        "ballast system design",
        "pump and piping design",
        "propulsion system design",
        "power generation system design",
        "organisational performance management",
        "instrumentation and control system design",
        "heating, ventilation and air conditioning system design",
        "green ship design",
        "fuel and lubrication system design",
        "cooling system design",
        "communication and navigation system design",
        "cargo system design",
        "marine engineering calculations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "designer": {
      "role_name": "designer",
      "total_skills": 23,
      "core_skills": [
        "user experience design",
        "systems thinking",
        "intellectual property management",
        "design thinking practice",
        "business presentation delivery",
        "technical drawing",
        "material studies and production processes",
        "design sketching",
        "design standards and specification",
        "aesthetic and design sensibility",
        "form giving",
        "narrative design"
      ],
      "nice_to_have": [
        "imagination and exploration",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "visual communication",
        "empathetic design",
        "design sustainability and ethics management",
        "product and production engineering",
        "cultural sensitivity for design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "designer (engineering design)": {
      "role_name": "designer (engineering design)",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "environmental management system framework development and implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "programme management",
        "technical writing",
        "design for safety",
        "engineering drawing and design specifications",
        "hazards and risk identification and management",
        "sustainable engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "desk head (chartering)": {
      "role_name": "desk head (chartering)",
      "total_skills": 18,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence",
        "networking"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "financial analysis",
        "credit risk management",
        "business data analysis",
        "technology integration",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "risk control and response planning",
        "chartering",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "desk head (sales and purchase)": {
      "role_name": "desk head (sales and purchase)",
      "total_skills": 18,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "innovation",
        "ship financing",
        "ship sale and purchase"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "devops engineer": {
      "role_name": "devops engineer",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "business risk management",
        "test planning"
      ],
      "nice_to_have": [
        "user interface design",
        "business requirements mapping",
        "network configuration",
        "business needs analysis",
        "system integration",
        "applications integration",
        "software testing",
        "software configuration",
        "applications support and enhancement",
        "database administration",
        "business agility",
        "problem management",
        "agile software development",
        "quality standards",
        "security administration",
        "software design",
        "data design",
        "continuous integration and continuous deployment",
        "configuration tracking",
        "systems design",
        "applications development",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "digital asset librarian": {
      "role_name": "digital asset librarian",
      "total_skills": 3,
      "core_skills": [],
      "nice_to_have": [
        "emergency response management",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "digital asset manager": {
      "role_name": "digital asset manager",
      "total_skills": 3,
      "core_skills": [],
      "nice_to_have": [
        "emergency response management",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "digital transformation executive": {
      "role_name": "digital transformation executive",
      "total_skills": 15,
      "core_skills": [
        "change management",
        "project management",
        "business planning",
        "continuous improvement management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "technology application",
        "emerging technology synthesis",
        "user experience design",
        "benchmarking",
        "business needs analysis",
        "data collection and analysis",
        "ethical culture",
        "product design and development",
        "standard operating procedures development",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "digital transformation manager": {
      "role_name": "digital transformation manager",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "project management",
        "business planning",
        "continuous improvement management",
        "business environment analysis",
        "technology application"
      ],
      "nice_to_have": [
        "user experience design",
        "emerging technology synthesis",
        "quality assurance",
        "benchmarking",
        "business needs analysis",
        "product design and development",
        "ethical culture",
        "data collection and analysis",
        "standard operating procedures development",
        "market research and analysis",
        "people performance management",
        "scenario planning and analysis",
        "information technology application support and monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director": {
      "role_name": "director",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "manpower planning",
        "strategy planning",
        "corporate governance"
      ],
      "nice_to_have": [
        "risk management",
        "strategy implementation",
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "social sector policy influence",
        "ethics, values and legislation",
        "department performance management",
        "trends evaluation and application",
        "quality and audit management",
        "diversity awareness and management",
        "resilience and self-care",
        "visioning and strategic planning",
        "team management",
        "child safety and protection",
        "coaching and mentoring for educators",
        "collaborative practices across disciplines and sectors",
        "staff continuous learning",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "diversity and inclusion",
        "situation management with families and community",
        "collaborative practices with stakeholders across disciplines",
        "professional advice and engagement",
        "community partnership",
        "operations management",
        "data and information management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "financial administration",
        "centre innovation and change adoption"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director (engineering)": {
      "role_name": "director (engineering)",
      "total_skills": 45,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "manpower planning",
        "internet of things management",
        "business performance management",
        "data and statistical analytics",
        "strategy development",
        "project feasibility assessment",
        "contract development and management",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "engineering safety standards interpretation"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "technology road mapping",
        "business presentation delivery",
        "robotic and automation technology application",
        "programme management",
        "procurement coordination and policy development",
        "staff management",
        "organisational resource management",
        "artificial intelligence application",
        "building information modelling application",
        "business proposal writing",
        "commissioning and start-up management",
        "conflict resolution",
        "reliability engineering management",
        "instrumentation and control design engineering management",
        "cost management",
        "hazards and risk identification and management",
        "design for safety",
        "project risk management",
        "electrical engineering management",
        "front-end engineering and design",
        "civil and structural engineering management",
        "sustainable engineering",
        "geotechnical engineering management",
        "organisational risk management",
        "mechanical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director (operations and maintenance)": {
      "role_name": "director (operations and maintenance)",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "manpower planning",
        "internet of things management",
        "business performance management",
        "data and statistical analytics",
        "strategy development",
        "asset management",
        "contract development and management",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "technology road mapping",
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "business presentation delivery",
        "environmental management system framework development and implementation",
        "programme management",
        "organisational resource management",
        "building information modelling application",
        "business proposal writing",
        "staff management",
        "artificial intelligence application",
        "maintenance scheduling",
        "preventive maintenance",
        "hazards and risk identification and management",
        "project risk management",
        "electrical engineering management",
        "cost management",
        "instrumentation and control design engineering management",
        "organisational risk management",
        "mechanical engineering management",
        "civil and structural engineering management",
        "maintenance strategy management",
        "sustainable engineering",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director (project financing)": {
      "role_name": "director (project financing)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "business performance management"
      ],
      "nice_to_have": [
        "strategy development",
        "project feasibility assessment",
        "financial analysis",
        "contract development and management",
        "capital expenditure and investment evaluation",
        "business presentation delivery",
        "technology road mapping",
        "financial modelling",
        "business proposal writing",
        "programme management",
        "staff management",
        "organisational resource management",
        "valuation conclusion and reporting",
        "valuation approaches and methodologies",
        "capital raising",
        "project risk management",
        "cost management",
        "valuation research and analysis",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director (single camera production, multiple camera production)": {
      "role_name": "director (single camera production, multiple camera production)",
      "total_skills": 6,
      "core_skills": [
        "production team and crew selection",
        "visual style development",
        "creative storytelling"
      ],
      "nice_to_have": [
        "direction",
        "immersive design",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director / managing director / chief executive / general manager": {
      "role_name": "director / managing director / chief executive / general manager",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "financial management",
        "continuous improvement management",
        "manpower planning"
      ],
      "nice_to_have": [
        "business performance management",
        "strategy development",
        "workplace safety and health culture development",
        "people management",
        "workplace safety and health framework development and implementation",
        "design thinking practice",
        "building information modelling application",
        "business proposal writing",
        "engineering contract management",
        "competitive business strategy",
        "dispute resolution",
        "data collection and analysis",
        "project risk management",
        "research and information synthesis",
        "technology scanning",
        "construction technology",
        "green building strategy implementation",
        "ethical climate",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director / senior regional manager / senior corporate manager": {
      "role_name": "director / senior regional manager / senior corporate manager",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "corporate governance",
        "internet of things management",
        "data synthesis",
        "conflict resolution",
        "cloud computing application",
        "financial budgeting",
        "staff performance management",
        "technology infrastructure management and integration",
        "project coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of marketing communications / director of public relations / assistant director of marketing communications / assistant director of public relations": {
      "role_name": "director of marketing communications / director of public relations / assistant director of marketing communications / assistant director of public relations",
      "total_skills": 20,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "data analytics",
        "marketing campaign management",
        "vendor management",
        "customer behaviour analysis",
        "digital marketing",
        "market profiling"
      ],
      "nice_to_have": [
        "marketing communications plan development",
        "brand management",
        "business presentation delivery",
        "media strategy development",
        "public relations management",
        "social media marketing",
        "staff management",
        "market trend analysis",
        "people development",
        "service brand",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of nursing (clinical)": {
      "role_name": "director of nursing (clinical)",
      "total_skills": 21,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "clinical services development",
        "patient care delivery in nursing",
        "strategy management"
      ],
      "nice_to_have": [
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "clinical teaching and supervision",
        "clinical governance",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "department financial management",
        "medication management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of nursing (education)": {
      "role_name": "director of nursing (education)",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "curriculum design",
        "clinical teaching and supervision"
      ],
      "nice_to_have": [
        "professional, legal and ethical healthcare practice",
        "strategy management",
        "service quality management",
        "quality improvement and safe practices",
        "programme evaluation",
        "programme delivery",
        "nursing research and statistics",
        "performance management for nursing",
        "clinical governance",
        "learner assessments",
        "inter-professional collaboration",
        "department financial management",
        "nursing productivity and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of nursing (management)": {
      "role_name": "director of nursing (management)",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "clinical governance"
      ],
      "nice_to_have": [
        "clinical services development",
        "clinical teaching and supervision",
        "department financial management",
        "inter-professional collaboration",
        "nursing manpower planning",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "performance management for nursing",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "service quality management",
        "strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of operations / plant manager": {
      "role_name": "director of operations / plant manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "budgeting",
        "business continuity management",
        "internet of things management",
        "risk management",
        "business performance management",
        "workplace safety and health performance management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "strategy development",
        "systems thinking",
        "good manufacturing practices implementation",
        "quality system management",
        "data synthesis",
        "manufacturing process management",
        "technical presentation",
        "hazards and risk control, and policy management",
        "green manufacturing design and implementation",
        "equipment maintenance",
        "conflict resolution",
        "automation process control",
        "business networking",
        "business relationship building",
        "data analytics system design",
        "continuous process improvement",
        "active and smart packaging",
        "automated system design",
        "document control",
        "food safety management",
        "automated food manufacturing system maintenance",
        "food production management",
        "international trade legislation for business",
        "embedded system integration",
        "advanced processing technology",
        "food manufacturing facility maintenance",
        "food manufacturing process design",
        "new product introduction for food"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of photography (specialty camera operation)": {
      "role_name": "director of photography (specialty camera operation)",
      "total_skills": 14,
      "core_skills": [
        "project management",
        "procurement for production operations",
        "production team and crew selection",
        "visual style development"
      ],
      "nice_to_have": [
        "360 degree camera operations",
        "aerial camera operations",
        "camera operations",
        "cranes, remote heads and jibs operations",
        "high speed camera operations",
        "holographic camera operations",
        "immersive design",
        "stabilised camera operations",
        "underwater camera operations",
        "vehicle camera operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of revenue management": {
      "role_name": "director of revenue management",
      "total_skills": 20,
      "core_skills": [
        "change management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "customer acquisition management",
        "knowledge management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "business relationship building",
        "staff management",
        "dispute resolution",
        "market trend analysis",
        "organisational relationship building",
        "people and performance management",
        "people development",
        "room revenue management",
        "room distribution channel management",
        "legal compliance management",
        "revenue optimisation",
        "hospitality data collection and analysis",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of sales / director of catering / assistant director of sales / assistant director of catering": {
      "role_name": "director of sales / director of catering / assistant director of sales / assistant director of catering",
      "total_skills": 23,
      "core_skills": [
        "service excellence",
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "customer acquisition management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "business presentation delivery",
        "business relationship building",
        "staff management",
        "dispute resolution",
        "organisational relationship building",
        "people development",
        "proposal writing",
        "sales channel management",
        "people and performance management",
        "legal compliance management",
        "customer feedback and relationship management",
        "revenue optimisation",
        "room revenue management",
        "sales delivery",
        "sales trends and opportunities analysis",
        "customer challenges management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "director of sales and marketing": {
      "role_name": "director of sales and marketing",
      "total_skills": 20,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "knowledge management",
        "business relationship building"
      ],
      "nice_to_have": [
        "brand management",
        "business presentation delivery",
        "public relations management",
        "staff management",
        "room revenue management",
        "dispute resolution",
        "organisational relationship building",
        "people and performance management",
        "people development",
        "sales channel management",
        "marketing strategy development and implementation",
        "revenue optimisation",
        "legal compliance management",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "discipline engineer": {
      "role_name": "discipline engineer",
      "total_skills": 35,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "engineering safety standards interpretation",
        "environmental management system framework development and implementation",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation",
        "third party management"
      ],
      "nice_to_have": [
        "data analytics system design",
        "technical presentation",
        "commissioning and start-up management",
        "engineering management of change",
        "engineering project management",
        "reliability engineering management",
        "electrical engineering management",
        "technical report writing",
        "inspection engineering management",
        "instrumentation and control design engineering management",
        "engineering support management",
        "asset integrity management",
        "plant turnaround management",
        "process safety management framework development and implementation",
        "incident investigation management",
        "mechanical static equipment engineering management",
        "mechanical rotating equipment engineering management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "front-end engineering design management",
        "equipment and system value engineering management",
        "engineering, procurement and construction management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "dispatch operator / transport operator / last mile delivery driver / container driver": {
      "role_name": "dispatch operator / transport operator / last mile delivery driver / container driver",
      "total_skills": 9,
      "core_skills": [
        "equipment maintenance",
        "risk management and administration",
        "dangerous goods management",
        "cargo and receipt inspection"
      ],
      "nice_to_have": [
        "cold chain operations administration",
        "shipment load planning and palletisation / consolidation",
        "time sensitive cargo delivery management",
        "transportation equipment handling",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "duty terminal manager": {
      "role_name": "duty terminal manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "crisis communication and media management",
        "standard operating procedures development",
        "accident and incident response management",
        "behavioural analysis and predictive screening",
        "airport service quality management",
        "financial planning and budget management",
        "flight disruptions and irregular operations management",
        "airport audit and compliance",
        "internet of things application",
        "airport safeguarding and security",
        "airport operations management",
        "passenger information systems management",
        "passenger movement management",
        "service branding and coaching",
        "airport collaborative decision making model application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "e-commerce associate / assistant": {
      "role_name": "e-commerce associate / assistant",
      "total_skills": 65,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "business opportunities development",
        "data analytics",
        "crisis management",
        "conflict management",
        "knowledge management",
        "customer acquisition management",
        "customer behaviour analysis",
        "marketing campaign management",
        "brand portfolio management",
        "sales target management",
        "demand analysis",
        "e-commerce campaign management",
        "intellectual property management",
        "website design",
        "systems thinking application",
        "inventory control",
        "consumer intelligence analysis",
        "website performance management"
      ],
      "nice_to_have": [
        "business relationship building",
        "product advisory",
        "productivity improvement",
        "social media marketing",
        "service challenges",
        "delivery management",
        "social media management",
        "service leadership",
        "visual collaterals production",
        "market trend analysis",
        "service innovation",
        "service planning and implementation",
        "brand campaign management",
        "international marketing programmes management",
        "communications channel management",
        "content management",
        "emerging technology",
        "content writing and editing",
        "customer relationship management operations",
        "infographics and data visualisation",
        "data-mining and modelling",
        "business operational planning",
        "colour concept application",
        "visual design and communication principles",
        "user interface and user experience (ui/ux) optimisation",
        "typeface and layout production",
        "compliance with legal regulations",
        "content management system utilisation",
        "customer experience innovation",
        "sentiment analysis",
        "delivery optimisation",
        "search engine optimisation (seo)",
        "digital asset and file management",
        "rules-based copy editing",
        "drive productivity and innovation",
        "process improvement",
        "problem identification",
        "paid search engine marketing (sem)",
        "order fulfilment and returns processing",
        "mobile apps marketing",
        "game-based marketing",
        "ict disaster recovery management",
        "idea generation and selection",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "e-commerce director": {
      "role_name": "e-commerce director",
      "total_skills": 71,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "business negotiation",
        "business continuity management",
        "business continuity planning",
        "data analytics",
        "crisis management",
        "conflict management",
        "knowledge management",
        "business performance management",
        "customer acquisition management",
        "marketing campaign management",
        "customer behaviour analysis",
        "sales target management",
        "demand analysis",
        "brand portfolio management",
        "business risk assessment",
        "e-commerce campaign management",
        "intellectual property management",
        "systems thinking application",
        "customer loyalty and retention strategy formulation"
      ],
      "nice_to_have": [
        "productivity improvement",
        "consumer intelligence analysis",
        "website performance management",
        "business relationship building",
        "inventory control",
        "social media marketing",
        "social media management",
        "delivery management",
        "service challenges",
        "vision leadership",
        "service leadership",
        "service planning and implementation",
        "market trend analysis",
        "market entry strategy formulation",
        "organisational planning and target setting",
        "brand campaign management",
        "international marketing programmes management",
        "communications channel management",
        "customer relationship management operations",
        "content writing and editing",
        "content management",
        "infographics and data visualisation",
        "emerging technology",
        "user interface and user experience (ui/ux) optimisation",
        "typeface and layout production",
        "data-mining and modelling",
        "compliance with legal regulations",
        "content management system utilisation",
        "visual design and communication principles",
        "customer experience innovation",
        "service partnerships",
        "business operational planning",
        "technology strategy formulation",
        "sentiment analysis",
        "service brand",
        "search engine optimisation (seo)",
        "delivery optimisation",
        "digital asset and file management",
        "productivity and innovation strategy",
        "process improvement",
        "paid search engine marketing (sem)",
        "organisational strategy formulation",
        "drive productivity and innovation",
        "organisational alignment and interdependency analysis",
        "order fulfilment and returns processing",
        "mobile apps marketing",
        "game-based marketing",
        "ict disaster recovery management",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "e-commerce executive": {
      "role_name": "e-commerce executive",
      "total_skills": 71,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "business negotiation",
        "business continuity management",
        "data analytics",
        "business opportunities development",
        "crisis management",
        "conflict management",
        "customer acquisition management",
        "knowledge management",
        "marketing campaign management",
        "customer behaviour analysis",
        "brand portfolio management",
        "demand analysis",
        "sales target management",
        "website design",
        "systems thinking application",
        "business risk assessment",
        "intellectual property management",
        "e-commerce campaign management",
        "service challenges",
        "product advisory",
        "productivity improvement"
      ],
      "nice_to_have": [
        "service coaching",
        "social media management",
        "delivery management",
        "customer loyalty and retention strategy formulation",
        "social media marketing",
        "consumer intelligence analysis",
        "vision leadership",
        "business relationship building",
        "website performance management",
        "inventory control",
        "service innovation",
        "service leadership",
        "service planning and implementation",
        "market trend analysis",
        "visual collaterals production",
        "brand campaign management",
        "international marketing programmes management",
        "communications channel management",
        "content management",
        "emerging technology",
        "content writing and editing",
        "customer relationship management operations",
        "infographics and data visualisation",
        "data-mining and modelling",
        "business operational planning",
        "colour concept application",
        "visual design and communication principles",
        "compliance with legal regulations",
        "user interface and user experience (ui/ux) optimisation",
        "typeface and layout production",
        "content management system utilisation",
        "customer experience innovation",
        "digital asset and file management",
        "delivery optimisation",
        "drive productivity and innovation",
        "sentiment analysis",
        "search engine optimisation (seo)",
        "rules-based copy editing",
        "game-based marketing",
        "ict disaster recovery management",
        "process improvement",
        "problem identification",
        "paid search engine marketing (sem)",
        "order fulfilment and returns processing",
        "mobile apps marketing",
        "idea generation and selection",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "e-commerce manager": {
      "role_name": "e-commerce manager",
      "total_skills": 76,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "business negotiation",
        "business continuity management",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "crisis management",
        "conflict management",
        "business performance management",
        "knowledge management",
        "customer acquisition management",
        "marketing campaign management",
        "customer behaviour analysis",
        "sales target management",
        "demand analysis",
        "brand portfolio management",
        "systems thinking application",
        "website design",
        "business risk assessment",
        "e-commerce campaign management",
        "intellectual property management",
        "service challenges"
      ],
      "nice_to_have": [
        "productivity improvement",
        "social media management",
        "inventory control",
        "delivery management",
        "customer loyalty and retention strategy formulation",
        "social media marketing",
        "consumer intelligence analysis",
        "vision leadership",
        "business relationship building",
        "website performance management",
        "service leadership",
        "service planning and implementation",
        "organisational planning and target setting",
        "market trend analysis",
        "market entry strategy formulation",
        "brand campaign management",
        "international marketing programmes management",
        "infographics and data visualisation",
        "content management",
        "communications channel management",
        "customer relationship management operations",
        "emerging technology",
        "content writing and editing",
        "data-mining and modelling",
        "service partnerships",
        "customer experience innovation",
        "content management system utilisation",
        "technology strategy formulation",
        "service brand",
        "typeface and layout production",
        "user interface and user experience (ui/ux) optimisation",
        "compliance with legal regulations",
        "visual design and communication principles",
        "business operational planning",
        "delivery optimisation",
        "sentiment analysis",
        "idea generation and selection",
        "search engine optimisation (seo)",
        "digital asset and file management",
        "rules-based copy editing",
        "drive productivity and innovation",
        "productivity and innovation strategy",
        "process improvement",
        "problem identification",
        "paid search engine marketing (sem)",
        "organisational strategy formulation",
        "organisational alignment and interdependency analysis",
        "order fulfilment and returns processing",
        "mobile apps marketing",
        "game-based marketing",
        "ict disaster recovery management",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "early intervention educator": {
      "role_name": "early intervention educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child functional needs assessment",
        "health, hygiene and nutrition for children",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "interaction and relationship",
        "individualised intervention planning and implementation",
        "family and caregiver engagement",
        "child observation",
        "early intervention principles and practices"
      ],
      "nice_to_have": [
        "early intervention curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "early intervention teacher": {
      "role_name": "early intervention teacher",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "emergency response and crisis management"
      ],
      "nice_to_have": [
        "professional consultation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "practice supervision",
        "reflexive practice",
        "research data collection and management",
        "social sector policy influence",
        "social service programme development",
        "social service programme evaluation",
        "social service programme implementation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "early years educators": {
      "role_name": "early years educators",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "economist": {
      "role_name": "economist",
      "total_skills": 12,
      "core_skills": [
        "strategy planning",
        "business environment analysis",
        "benchmarking",
        "business needs analysis",
        "data collection and analysis"
      ],
      "nice_to_have": [
        "ethical culture",
        "research and information synthesis",
        "valuation",
        "data analytics and computational modelling",
        "market research and analysis",
        "qualitative analysis",
        "technical analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "education and programmes executive": {
      "role_name": "education and programmes executive",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "budgeting",
        "service excellence"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "business data analysis",
        "strategy implementation",
        "risk management and administration",
        "resource management",
        "content writing and editing",
        "financial planning and analysis",
        "visual collaterals production",
        "technology scanning",
        "tourism and economic development",
        "attractions programme development",
        "product, content and experience performance management",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "electricity transmission and distribution department manager": {
      "role_name": "electricity transmission and distribution department manager",
      "total_skills": 46,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "contract management",
        "staff training facilitation",
        "regulatory compliance",
        "organisational resource management",
        "third party management",
        "safe system of work development and implementation"
      ],
      "nice_to_have": [
        "preventive maintenance management",
        "technical report writing",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "access control management",
        "business planning management",
        "electricity service connections planning",
        "power quality management",
        "transmission and distribution facilities maintenance management",
        "threat and vulnerability management",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "condition monitoring",
        "corrective maintenance management",
        "reliability centred maintenance",
        "relay and protection systems development",
        "cyber incident management",
        "cybersecurity framework application",
        "people capability development",
        "electricity network operations management",
        "detection and monitoring application",
        "network monitoring, control and supply restoration",
        "network equipment testing",
        "network diversion management",
        "mobile generator deployment",
        "meter and associated equipment maintenance management",
        "mechanical maintenance management",
        "electrical maintenance management",
        "electricity meter and associated equipment installation and commissioning",
        "electricity metering data management",
        "electricity network incident management",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "embedded systems engineer": {
      "role_name": "embedded systems engineer",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "performance management",
        "vendor management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "business risk management",
        "test planning",
        "business needs analysis",
        "embedded systems integration",
        "network configuration",
        "control system programming",
        "applications integration",
        "system integration",
        "software testing",
        "software configuration",
        "solution architecture",
        "applications development",
        "software design",
        "network security",
        "embedded systems interface design",
        "configuration tracking",
        "embedded systems programming"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "embedded systems engineering manager": {
      "role_name": "embedded systems engineering manager",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "strategy planning",
        "performance management",
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "vendor management",
        "business environment analysis",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "networking",
        "organisational analysis",
        "strategy implementation",
        "user interface design",
        "test planning",
        "business risk management",
        "business innovation",
        "business requirements mapping",
        "business needs analysis",
        "embedded systems integration",
        "software configuration",
        "system integration",
        "people and performance management",
        "applications integration",
        "control system programming",
        "software testing",
        "applications development",
        "solution architecture",
        "software design",
        "problem management",
        "embedded systems programming",
        "embedded systems interface design",
        "configuration tracking",
        "network security"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "emergency medical technician": {
      "role_name": "emergency medical technician",
      "total_skills": 15,
      "core_skills": [
        "airway assessment and management",
        "ambulance readiness and maintenance",
        "breathing assessment and management",
        "circulation assessment and management",
        "disability assessment and management",
        "effective communication in nursing",
        "exposure assessment and management",
        "infection prevention and control in nursing practice",
        "initial assessment",
        "medication administration for prehospital cases"
      ],
      "nice_to_have": [
        "quality improvement and safe practices",
        "special situations in prehospital setting",
        "symptoms and conditions management",
        "transportation and handover of patient",
        "trauma assessment and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "energy trading and portfolio management department manager": {
      "role_name": "energy trading and portfolio management department manager",
      "total_skills": 18,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "staff training facilitation",
        "data management",
        "regulatory compliance",
        "business planning management"
      ],
      "nice_to_have": [
        "business intelligence and data analytics",
        "trading reporting and assessment",
        "trading pool management",
        "trading analysis",
        "technology and systems application",
        "people capability development",
        "risk and compliance management",
        "outage planning",
        "hedging management",
        "fuel trading",
        "energy trading portfolio optimisation",
        "wholesale transaction management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "energy trading manager": {
      "role_name": "energy trading manager",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "business planning management",
        "business intelligence and data analytics",
        "fuel trading",
        "outage planning",
        "people capability development",
        "technology and systems application",
        "trading analysis",
        "trading pool management",
        "trading reporting and assessment",
        "wholesale transaction management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "energy trading trader": {
      "role_name": "energy trading trader",
      "total_skills": 12,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "business intelligence and data analytics",
        "fuel trading",
        "outage planning",
        "technology and systems application",
        "trading analysis",
        "trading pool management",
        "trading reporting and assessment",
        "wholesale transaction management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engine driver": {
      "role_name": "engine driver",
      "total_skills": 8,
      "core_skills": [
        "cyber security",
        "electrical, electronic and control engineering",
        "fire prevention and fire-fighting",
        "maintenance and repair",
        "personal survival techniques"
      ],
      "nice_to_have": [
        "propulsion, plant and machinery",
        "ship seaworthiness and pollution prevention",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer": {
      "role_name": "engineer",
      "total_skills": 80,
      "core_skills": [
        "change management",
        "project management",
        "innovation management",
        "emergency response management",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "user experience design",
        "robotics and automation application",
        "organisational analysis",
        "networking",
        "workplace safety and health culture development",
        "quality system management",
        "user interface design",
        "data synthesis",
        "additive manufacturing",
        "workplace safety and health system management",
        "condition-based assets monitoring management",
        "laser and optics application",
        "automated operation monitoring",
        "vision leadership"
      ],
      "nice_to_have": [
        "automation process control",
        "manufacturing process management",
        "manufacturing process design",
        "machining",
        "lean manufacturing",
        "continuous process improvement",
        "data analytics system design",
        "equipment maintenance",
        "embedded systems integration",
        "geometric dimensioning and tolerancing",
        "automated system design",
        "precision measurement",
        "staff performance management",
        "surface preparation and protection",
        "people development",
        "new product introduction",
        "cutting",
        "metallic material characterisation",
        "value analysis",
        "material joining",
        "computer-aided manufacturing",
        "augmented reality application",
        "failure analysis",
        "inventory management",
        "work at heights",
        "virtual reality application",
        "bus electrical and electronic systems maintenance",
        "automation systems maintenance",
        "bus air-conditioning systems maintenance",
        "welding",
        "systems engineering thinking",
        "workplace and facilities safety management",
        "bus brake systems maintenance",
        "bus drivetrain systems maintenance",
        "workplace safety and health for incident and accident investigation",
        "quality process control",
        "pneumatic systems management",
        "production line set-up",
        "computer-aided design",
        "hydraulic systems management",
        "cleanliness and contamination control",
        "internet of things application",
        "bus steering and suspension systems maintenance",
        "jigs and fixture design",
        "engineering product design",
        "engineering maintenance management",
        "manufacturing technology",
        "polymeric material characterisation",
        "metal forming",
        "metal-based additive manufacturing",
        "bus regulatory compliance",
        "bus engine system maintenance",
        "plastic injection moulding",
        "heat treatment process",
        "polymeric additive manufacturing",
        "metrology management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer (engineering design)": {
      "role_name": "engineer (engineering design)",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "environmental management system framework development and implementation",
        "test planning",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "engineering safety standards interpretation",
        "business presentation delivery",
        "organisational resource management",
        "building information modelling application",
        "technical writing",
        "technical inspection",
        "staff management",
        "programme management",
        "artificial intelligence application",
        "design for safety",
        "project risk management",
        "cost management",
        "reliability engineering management",
        "electrical engineering management",
        "engineering drawing and design specifications",
        "hazards and risk identification and management",
        "instrumentation and control design engineering management",
        "mechanical engineering management",
        "organisational risk management",
        "front-end engineering and design",
        "civil and structural engineering management",
        "sustainable engineering",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer (engineering procurement)": {
      "role_name": "engineer (engineering procurement)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "technology application",
        "contract development and management",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "quality system management",
        "building information modelling application",
        "programme management",
        "technical writing",
        "staff management",
        "organisational resource management",
        "procurement performance monitoring",
        "procurement coordination and policy development",
        "third party management",
        "project risk management",
        "inventory management",
        "cost management",
        "organisational risk management",
        "materials inspection",
        "sustainable engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer (project development)": {
      "role_name": "engineer (project development)",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "technology application",
        "contract development and management",
        "environmental management system framework development and implementation",
        "business presentation delivery",
        "programme management",
        "organisational resource management",
        "technical writing",
        "staff management",
        "building information modelling application",
        "business proposal writing",
        "hazards and risk identification and management",
        "electrical engineering management",
        "project risk management",
        "cost management",
        "instrumentation and control design engineering management",
        "mechanical engineering management",
        "organisational risk management",
        "geotechnical engineering management",
        "civil and structural engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer - linear media infrastructure": {
      "role_name": "engineer - linear media infrastructure",
      "total_skills": 5,
      "core_skills": [
        "emergency response management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "broadcast infrastructure design",
        "broadcast infrastructure installation",
        "broadcast infrastructure maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer / assistant engineer": {
      "role_name": "engineer / assistant engineer",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "equipment and systems testing",
        "technical inspection",
        "building information modelling application",
        "technical writing",
        "value engineering",
        "transportation route and schedule planning",
        "critical thinking",
        "site assessment and analysis",
        "project risk management",
        "design for safety",
        "equipment and systems installation and commissioning management",
        "green building strategy implementation",
        "design for maintainability",
        "regulatory submission and clearance",
        "design for manufacturing and assembly",
        "construction technology",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer / engineering manager / maintenance manager": {
      "role_name": "engineer / engineering manager / maintenance manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "budgeting",
        "business continuity management",
        "internet of things management",
        "risk management",
        "business performance management",
        "workplace safety and health performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "systems thinking",
        "quality system management",
        "good manufacturing practices implementation",
        "data synthesis",
        "process validation",
        "technical presentation",
        "data analytics system design",
        "equipment maintenance",
        "continuous process improvement",
        "conflict resolution",
        "business networking",
        "automation process control",
        "green manufacturing design and implementation",
        "hazards and risk control, and policy management",
        "automated operation monitoring",
        "manufacturing process management",
        "technical report writing",
        "utilities management",
        "active and smart packaging",
        "food safety management",
        "document control",
        "automated system design",
        "new product introduction for food",
        "food manufacturing process design",
        "advanced processing technology",
        "embedded system integration",
        "automated food manufacturing system maintenance",
        "food manufacturing facility maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer / supervisor (commissioning)": {
      "role_name": "engineer / supervisor (commissioning)",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "quality system management",
        "business presentation delivery",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "engineering safety standards interpretation",
        "equipment and systems testing",
        "programme management",
        "third party management",
        "commissioning and start-up management",
        "technical writing",
        "technical inspection",
        "structural testing",
        "staff management",
        "building information modelling application",
        "organisational resource management",
        "project risk management",
        "cost management",
        "electrical engineering management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "design for safety",
        "geotechnical engineering management",
        "organisational risk management",
        "sustainable engineering",
        "mechanical engineering management",
        "civil and structural engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineer / supervisor (engineering construction)": {
      "role_name": "engineer / supervisor (engineering construction)",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "data and statistical analytics",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "systems integration",
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "engineering safety standards interpretation"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "equipment and systems testing",
        "staff management",
        "building information modelling application",
        "installation and assembly",
        "third party management",
        "artificial intelligence application",
        "technical writing",
        "organisational resource management",
        "technical inspection",
        "programme management",
        "structural testing",
        "conflict resolution",
        "project risk management",
        "cost management",
        "design for safety",
        "electrical engineering management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "inventory management",
        "geotechnical engineering management",
        "sustainable engineering",
        "civil and structural engineering management",
        "organisational risk management",
        "mechanical engineering management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "engineer / supervisor (operations and maintenance)": {
      "role_name": "engineer / supervisor (operations and maintenance)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "data and statistical analytics",
        "technology application",
        "workplace safety and health culture development",
        "asset management",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "staff management",
        "structural testing",
        "technical inspection",
        "programme management",
        "technical writing",
        "third party management",
        "organisational resource management",
        "artificial intelligence application",
        "building information modelling application",
        "equipment and systems testing",
        "maintenance scheduling",
        "equipment maintenance and housekeeping",
        "facility maintenance",
        "cost management",
        "electrical engineering management",
        "equipment and systems repair",
        "inventory management",
        "hazards and risk identification and management",
        "project risk management",
        "instrumentation and control design engineering management",
        "preventive maintenance",
        "geotechnical engineering management",
        "sustainable engineering",
        "civil and structural engineering management",
        "organisational risk management",
        "mechanical engineering management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "engineering and maintenance department manager": {
      "role_name": "engineering and maintenance department manager",
      "total_skills": 33,
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        "innovation management",
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "internet of things management",
        "asset management",
        "technology road mapping",
        "workplace safety and health framework development and implementation",
        "third party management",
        "staff training facilitation"
      ],
      "nice_to_have": [
        "organisational resource management",
        "regulatory compliance",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "technical report writing",
        "business planning management",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "cyber incident management",
        "power plant operations management",
        "business intelligence and data analytics",
        "reliability centred maintenance",
        "outage planning",
        "plant equipment diagram review",
        "people capability development",
        "electrical maintenance management",
        "operational technology security design",
        "operational technology security audit management",
        "autonomous systems technology application",
        "instrumentation and control maintenance management",
        "condition monitoring",
        "corrective maintenance management",
        "mechanical maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance director": {
      "role_name": "engineering and maintenance director",
      "total_skills": 20,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business planning",
        "risk management"
      ],
      "nice_to_have": [
        "business performance management",
        "strategy development",
        "systems thinking",
        "good manufacturing practices implementation",
        "business networking",
        "conflict resolution",
        "technical presentation",
        "process optimisation",
        "automated process design",
        "maintenance strategy development",
        "utilities management",
        "big data analysis",
        "continuous improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance engineer": {
      "role_name": "engineering and maintenance engineer",
      "total_skills": 58,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "vendor management",
        "systems thinking",
        "asset management",
        "workplace safety and health framework development and implementation",
        "good manufacturing practices implementation",
        "test planning",
        "technical report writing",
        "process optimisation",
        "conflict resolution"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "green manufacturing design and implementation",
        "staff training facilitation",
        "technical presentation",
        "third party management",
        "automated process design",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "computerised systems validation",
        "manufacturing systems operation and control",
        "utilities management",
        "equipment and systems installation and commissioning management",
        "automated equipment and control systems configuration",
        "hazards and risk identification and management",
        "facility maintenance",
        "equipment qualification",
        "equipment and systems repair",
        "preventive maintenance",
        "reliability centred maintenance",
        "power plant operations management",
        "autonomous systems technology application",
        "automated process control",
        "process analytical technology implementation",
        "condition monitoring",
        "plant equipment diagram review",
        "people capability development",
        "continuous improvement",
        "corrective maintenance management",
        "cleaning and sterilising",
        "cyber incident management",
        "electrical maintenance management",
        "business intelligence and data analytics",
        "engineering drawing",
        "flexible facilities implementation",
        "health, safety and environment procedures implementation",
        "instrumentation and control maintenance management",
        "big data analysis",
        "manufacturing equipment operation and control",
        "operational technology security audit management",
        "operational technology security design",
        "outage planning",
        "mechanical maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance manager": {
      "role_name": "engineering and maintenance manager",
      "total_skills": 58,
      "core_skills": [
        "innovation management",
        "project management",
        "change management",
        "emergency response management",
        "budgeting",
        "business continuity management",
        "crisis management",
        "continuous improvement management",
        "internet of things management",
        "business performance management",
        "risk management",
        "vendor management",
        "strategy development",
        "asset management",
        "systems thinking"
      ],
      "nice_to_have": [
        "good manufacturing practices implementation",
        "technology road mapping",
        "test planning",
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "third party management",
        "technical presentation",
        "installation and assembly",
        "conflict resolution",
        "staff training facilitation",
        "regulatory compliance",
        "equipment qualification",
        "utilities management",
        "business planning management",
        "technical report writing",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "preventive maintenance",
        "automated process design",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "maintenance strategy development",
        "power plant operations management",
        "condition monitoring",
        "autonomous systems technology application",
        "people capability development",
        "hazard and risk identification and management",
        "business intelligence and data analytics",
        "plant equipment diagram review",
        "health, safety and environment procedures implementation",
        "electrical maintenance management",
        "team effectiveness management",
        "instrumentation and control maintenance management",
        "flexible facilities implementation",
        "cyber incident management",
        "outage planning",
        "continuous improvement",
        "reliability centred maintenance",
        "mechanical maintenance management",
        "corrective maintenance management",
        "process analytical technology implementation",
        "operational technology security audit management",
        "operational technology security design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance principal / senior engineer": {
      "role_name": "engineering and maintenance principal / senior engineer",
      "total_skills": 28,
      "core_skills": [
        "innovation management",
        "change management",
        "systems thinking",
        "test planning",
        "good manufacturing practices implementation",
        "technical presentation",
        "process optimisation",
        "installation and assembly",
        "green manufacturing design and implementation"
      ],
      "nice_to_have": [
        "conflict resolution",
        "equipment and systems repair",
        "automated process design",
        "computerised systems validation",
        "process monitoring",
        "preventive maintenance",
        "manufacturing systems operation and control",
        "equipment qualification",
        "maintenance strategy development",
        "facility maintenance",
        "automated equipment and control systems configuration",
        "continuous improvement",
        "manufacturing equipment operation and control",
        "health, safety and environment procedures implementation",
        "automated process control",
        "process analytical technology implementation",
        "engineering drawing",
        "flexible facilities implementation",
        "big data analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance principal engineer": {
      "role_name": "engineering and maintenance principal engineer",
      "total_skills": 32,
      "core_skills": [
        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "technology road mapping"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "preventive maintenance management",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
        "electrical maintenance management",
        "business intelligence and data analytics",
        "reliability centred maintenance",
        "condition monitoring",
        "plant equipment diagram review",
        "power plant operations management",
        "people capability development",
        "outage planning",
        "operational technology security design",
        "autonomous systems technology application",
        "mechanical maintenance management",
        "corrective maintenance management",
        "instrumentation and control maintenance management",
        "cyber incident management",
        "operational technology security audit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance senior technical officer": {
      "role_name": "engineering and maintenance senior technical officer",
      "total_skills": 24,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "electrical field maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "mechanical field maintenance management",
        "preventive maintenance management",
        "power plant operations management",
        "corrective maintenance management",
        "plant equipment diagram review",
        "people capability development",
        "condition monitoring",
        "autonomous systems technology application",
        "instrumentation and control maintenance management",
        "business intelligence and data analytics",
        "outage planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance senior technician": {
      "role_name": "engineering and maintenance senior technician",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "vendor management",
        "systems thinking",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "equipment and systems testing",
        "automated operation monitoring",
        "installation and assembly",
        "automated equipment and control systems configuration",
        "manufacturing systems operation and control",
        "equipment and systems repair",
        "facility maintenance",
        "utilities management",
        "technical report writing",
        "automated process design",
        "preventive maintenance",
        "automated process control",
        "continuous improvement",
        "manufacturing equipment operation and control",
        "engineering drawing",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "flexible facilities implementation",
        "cleaning and sterilising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance supervisor": {
      "role_name": "engineering and maintenance supervisor",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business performance management",
        "risk management"
      ],
      "nice_to_have": [
        "vendor management",
        "systems thinking",
        "good manufacturing practices implementation",
        "equipment and systems testing",
        "installation and assembly",
        "conflict resolution",
        "facility maintenance",
        "equipment and systems repair",
        "maintenance strategy development",
        "preventive maintenance",
        "utilities management",
        "flexible facilities implementation",
        "health, safety and environment procedures implementation",
        "continuous improvement",
        "team effectiveness management",
        "hazard and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance technical officer": {
      "role_name": "engineering and maintenance technical officer",
      "total_skills": 23,
      "core_skills": [
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "preventive maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "mechanical field maintenance management",
        "electrical field maintenance management",
        "corrective maintenance management",
        "people capability development",
        "power plant operations management",
        "plant equipment diagram review",
        "business intelligence and data analytics",
        "autonomous systems technology application",
        "condition monitoring",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering and maintenance technician": {
      "role_name": "engineering and maintenance technician",
      "total_skills": 36,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "systems thinking",
        "workplace safety and health framework development and implementation",
        "technical report writing",
        "good manufacturing practices implementation",
        "equipment and systems testing",
        "third party management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "installation and assembly",
        "automated operation monitoring",
        "equipment and systems repair",
        "electrical field maintenance management",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "preventive maintenance",
        "facility maintenance",
        "mechanical field maintenance management",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "engineering drawing",
        "health, safety and environment procedures implementation",
        "instrumentation and control maintenance management",
        "corrective maintenance management",
        "plant equipment diagram review",
        "power plant operations management",
        "autonomous systems technology application",
        "continuous improvement",
        "flexible facilities implementation",
        "condition monitoring",
        "cleaning and sterilising",
        "business intelligence and data analytics",
        "hazard and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (automatic fare collection)": {
      "role_name": "engineering head (automatic fare collection)",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "strategy planning",
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "people development",
        "staff performance management",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (mechanical and electrical)": {
      "role_name": "engineering head (mechanical and electrical)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (permanent way and civil structure)": {
      "role_name": "engineering head (permanent way and civil structure)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (power)": {
      "role_name": "engineering head (power)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "systems engineering thinking",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (rolling stock / engineering train)": {
      "role_name": "engineering head (rolling stock / engineering train)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering head (signal and communications)": {
      "role_name": "engineering head (signal and communications)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "organisational planning and target setting",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering manager": {
      "role_name": "engineering manager",
      "total_skills": 63,
      "core_skills": [
        "change management",
        "innovation management",
        "continuous improvement management",
        "project management",
        "budgeting",
        "business continuity management",
        "business continuity planning",
        "internet of things management",
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "robotics and automation application",
        "workplace safety and health culture development",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "engineering safety standards interpretation",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "technology road mapping",
        "condition-based assets monitoring management",
        "data analytics system design",
        "third party management",
        "commissioning and start-up management",
        "procurement management",
        "organisational resource management",
        "staff management",
        "reliability engineering management",
        "staff performance management",
        "preventive maintenance management",
        "people development",
        "organisational planning and target setting",
        "instrumentation and control design engineering management",
        "electrical engineering management",
        "inspection engineering management",
        "engineering management of change",
        "engineering project management",
        "engineering support management",
        "bus engine system maintenance",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "systems engineering thinking",
        "budget management",
        "staff development management",
        "bus drivetrain systems maintenance",
        "training, coaching and assessment management",
        "bus brake systems maintenance",
        "workplace and facilities safety management",
        "bus air-conditioning systems maintenance",
        "workplace safety and health for incident and accident investigation",
        "bus electrical and electronic systems maintenance",
        "engineering maintenance management",
        "continuing professional development management",
        "internet of things application",
        "process safety management framework development and implementation",
        "plant turnaround management",
        "engineering, procurement and construction management",
        "equipment and system value engineering management",
        "front-end engineering design management",
        "organisational analysis management",
        "mechanical static equipment engineering management",
        "mechanical rotating equipment engineering management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "asset integrity management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering service engineer / technical service engineer (aircraft engine / component maintenance)": {
      "role_name": "engineering service engineer / technical service engineer (aircraft engine / component maintenance)",
      "total_skills": 41,
      "core_skills": [
        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "automated system design",
        "augmented reality application",
        "surface enhancement"
      ],
      "nice_to_have": [
        "surface preparation and protection for aerospace manufacturing",
        "sealants process",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "welding process",
        "aerodynamics principles application",
        "helicopter aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "aerospace heat treatment process",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "aerospace maintenance practices application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering service engineer / technical service engineer (aircraft maintenance)": {
      "role_name": "engineering service engineer / technical service engineer (aircraft maintenance)",
      "total_skills": 41,
      "core_skills": [
        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "automated system design",
        "augmented reality application",
        "surface enhancement"
      ],
      "nice_to_have": [
        "surface preparation and protection for aerospace manufacturing",
        "sealants process",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "aerodynamics principles application",
        "helicopter aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "aerospace maintenance practices application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "engineering service manager / technical service manager": {
      "role_name": "engineering service manager / technical service manager",
      "total_skills": 47,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "green manufacturing design and implementation",
        "cyber risk management",
        "lean manufacturing",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "automated system design",
        "applied research and development management",
        "maintenance coordination",
        "welding process",
        "propulsion principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "surface preparation and protection for aerospace manufacturing",
        "predictive maintenance",
        "aerodynamics principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "aviation legislation compliance",
        "gas turbine engine principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "enrolled nurse": {
      "role_name": "enrolled nurse",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing research and statistics",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care"
      ],
      "nice_to_have": [
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing",
        "nursing care for the deceased",
        "nursing productivity and innovation",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "enterprise architect": {
      "role_name": "enterprise architect",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "performance management",
        "strategy planning",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "project feasibility assessment",
        "networking",
        "organisational analysis",
        "business innovation",
        "business risk management",
        "design thinking practice",
        "sustainability management",
        "organisational design",
        "business agility",
        "solution architecture",
        "it strategy",
        "enterprise architecture",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "enterprise risk management associate / enterprise risk management executive": {
      "role_name": "enterprise risk management associate / enterprise risk management executive",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "data analytics",
        "risk management",
        "systems thinking",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "internal controls",
        "benchmarking",
        "fraud risk management",
        "environment and social governance",
        "macroeconomic analysis",
        "project execution and control",
        "cyber security",
        "corporate and business law",
        "professional and business ethics",
        "digital technology adoption and innovation",
        "risk advisory",
        "business process analysis",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "enterprise risk management manager": {
      "role_name": "enterprise risk management manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "data analytics",
        "risk management",
        "systems thinking",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "internal controls",
        "benchmarking",
        "fraud risk management",
        "environment and social governance",
        "macroeconomic analysis",
        "project execution and control",
        "cyber security",
        "corporate and business law",
        "professional and business ethics",
        "digital technology adoption and innovation",
        "risk advisory",
        "business process analysis",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "enterprise risk management senior / enterprise risk management senior executive": {
      "role_name": "enterprise risk management senior / enterprise risk management senior executive",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "data analytics",
        "risk management",
        "systems thinking",
        "data governance",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "internal controls",
        "benchmarking",
        "fraud risk management",
        "environment and social governance",
        "macroeconomic analysis",
        "project execution and control",
        "cyber security",
        "corporate and business law",
        "professional and business ethics",
        "digital technology adoption and innovation",
        "risk advisory",
        "business process analysis",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "environment, health and safety manager": {
      "role_name": "environment, health and safety manager",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "data and statistical analytics",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "incident and accident investigation",
        "workplace safety and health policy development",
        "workplace safety and health system management",
        "risk management and administration",
        "environmental management system policies, standards, procedures and practices management",
        "workplace safety and health practices implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "environment, health and safety specialist": {
      "role_name": "environment, health and safety specialist",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "data and statistical analytics",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "incident and accident investigation",
        "workplace safety and health policy development",
        "workplace safety and health system management",
        "risk management and administration",
        "environmental management system policies, standards, procedures and practices management",
        "workplace safety and health practices implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "equipment engineer": {
      "role_name": "equipment engineer",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "enterprise risk management",
        "report writing",
        "audit management",
        "good manufacturing practices implementation",
        "hazards and risk control, and policy management",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "data analytics system design",
        "effectiveness management",
        "embedded systems integration",
        "equipment maintenance",
        "automated operation monitoring",
        "quality systems management",
        "workplace safety and health practices implementation",
        "failure analysis",
        "automated system design",
        "emergency management",
        "electrostatic discharge control",
        "operation management",
        "automation system maintenance",
        "solutioning",
        "technical presentations",
        "factory system management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "equipment specialist": {
      "role_name": "equipment specialist",
      "total_skills": 13,
      "core_skills": [
        "cyber security",
        "work at heights",
        "bulk cargo operations",
        "confined space work",
        "documentation and administration",
        "innovation",
        "mobile equipment - heavy duty prime mover and trailer operations",
        "mobile equipment - prime mover defensive driving"
      ],
      "nice_to_have": [
        "port call planning",
        "quality systems",
        "rigging and signalling",
        "ship operations",
        "workplace safety and health for crane operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ess project development engineer": {
      "role_name": "ess project development engineer",
      "total_skills": 14,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "procurement management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "third party management",
        "business stakeholder management",
        "equipment and systems installation and commissioning management",
        "safe system of work development and implementation",
        "technical report writing",
        "battery systems design management",
        "business intelligence and data analytics",
        "energy management and audit",
        "permit management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event executive / project executive": {
      "role_name": "event executive / project executive",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "continuous improvement management",
        "service excellence",
        "business continuity planning"
      ],
      "nice_to_have": [
        "technology application",
        "vendor management",
        "project feasibility assessment",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "events planning and management",
        "resource management",
        "technology scanning",
        "proposal writing",
        "project administration",
        "crowd control and planning",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event manager / project manager": {
      "role_name": "event manager / project manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "business negotiation",
        "budgeting",
        "financial management",
        "learning and development",
        "business continuity planning",
        "continuous improvement management",
        "service excellence",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "project feasibility assessment",
        "vendor management",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "events planning and management",
        "succession planning",
        "resource management",
        "financial planning and analysis",
        "technology scanning",
        "crowd control and planning",
        "tourism and economic development",
        "project administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event operations director": {
      "role_name": "event operations director",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "workplace safety and health performance management",
        "vendor management",
        "contract development and management",
        "systems thinking application",
        "risk management and administration",
        "succession planning",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "events planning and management",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "employee and labour relations",
        "delegates and participants management",
        "tourism and economic development",
        "crowd control and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event operations executive": {
      "role_name": "event operations executive",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "workplace safety and health performance management",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "project feasibility assessment",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "risk management and administration",
        "events planning and management",
        "productivity improvement",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "project administration",
        "delegates and participants management",
        "tourism and economic development",
        "crowd control and planning",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event operations manager": {
      "role_name": "event operations manager",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "corporate governance",
        "strategy planning",
        "manpower planning"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "vendor management",
        "technology application",
        "workplace safety and health performance management",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "risk management and administration",
        "organisational vision, mission and values formulation",
        "events planning and management",
        "succession planning",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "project administration",
        "delegates and participants management",
        "crowd control and planning",
        "tourism and economic development",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event services director": {
      "role_name": "event services director",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "financial management",
        "learning and development",
        "continuous improvement management",
        "service excellence",
        "business continuity planning",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "vendor management",
        "systems thinking application",
        "organisational vision, mission and values formulation",
        "events planning and management",
        "succession planning",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event services executive": {
      "role_name": "event services executive",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "technology application",
        "vendor management",
        "strategy implementation",
        "systems thinking application",
        "events planning and management",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "project administration",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "event services manager": {
      "role_name": "event services manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "budgeting",
        "financial management",
        "learning and development",
        "continuous improvement management",
        "service excellence",
        "business continuity planning",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "project feasibility assessment",
        "technology application",
        "vendor management",
        "strategy implementation",
        "systems thinking application",
        "productivity improvement",
        "organisational vision, mission and values formulation",
        "succession planning",
        "events planning and management",
        "resource management",
        "financial planning and analysis",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "tourism and economic development",
        "project administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "execution trader": {
      "role_name": "execution trader",
      "total_skills": 12,
      "core_skills": [
        "emerging technology synthesis",
        "ethical culture",
        "block trading",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "electronic trading system management"
      ],
      "nice_to_have": [
        "market liquidity and counterparty matching",
        "market research and analysis",
        "people performance management",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing",
        "trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (baggage services)": {
      "role_name": "executive (baggage services)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "financial planning and budget management",
        "baggage services management",
        "baggage security screening operations",
        "baggage lost and found operations",
        "baggage handling operations",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (cargo)": {
      "role_name": "executive (cargo)",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development",
        "manpower planning"
      ],
      "nice_to_have": [
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "import and export documentation administration",
        "crisis communication and media management",
        "dangerous goods management",
        "service innovation",
        "cargo receipt and inspection",
        "standard operating procedures development",
        "accident and incident response management",
        "inclement weather operations and planning",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "hazard and risk control and policy management",
        "human-robot collaboration",
        "human factors management",
        "air cargo operations management",
        "ground handling services and operations management",
        "financial planning and budget management",
        "cargo warehousing operations",
        "cargo transit and transhipment management",
        "cargo tracking systems administration",
        "cargo load planning",
        "aircraft turnaround coordination",
        "unit load devices operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (contact centre operations) / executive (service centres) / executive (premium passenger services)": {
      "role_name": "executive (contact centre operations) / executive (service centres) / executive (premium passenger services)",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "business development",
        "manpower planning",
        "technology application",
        "customer relationship management",
        "standard operating procedures development",
        "crisis communication and media management",
        "service branding and coaching",
        "airline distribution channel strategies",
        "human factors management",
        "ground services training delivery",
        "airline marketing",
        "customer and passenger handling and care",
        "call centre management",
        "airport operations management",
        "airline operations management",
        "customer service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (flight operations)": {
      "role_name": "executive (flight operations)",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "ground handling services and operations management",
        "aircraft performance management",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "flight watching and flight following",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight planning",
        "flight dispatch",
        "financial planning and budget management",
        "aircraft turnaround coordination",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (ground services)": {
      "role_name": "executive (ground services)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "data analytics"
      ],
      "nice_to_have": [
        "business development",
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "human factors management",
        "flight disruptions and irregular operations management",
        "internet of things application",
        "customer service delivery",
        "behavioural analysis and predictive screening",
        "service branding and coaching",
        "airport operations management",
        "service level agreement management",
        "airline representation and station management",
        "airline operations management",
        "ground services training delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (load control)": {
      "role_name": "executive (load control)",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "hazard and risk control and policy management",
        "aircraft load planning",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight performance data calculation",
        "load control documentation",
        "financial planning and budget management",
        "aircraft weight and balance calculation",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (passenger services)": {
      "role_name": "executive (passenger services)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "baggage lost and found operations",
        "inclement weather operations and planning",
        "hazard and risk control and policy management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground handling services and operations management",
        "financial planning and budget management",
        "service branding and coaching",
        "customer and passenger handling and care",
        "baggage services management",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (production / catering-cabin)": {
      "role_name": "executive (production / catering-cabin)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "dangerous goods management",
        "food waste management",
        "kitchen production scheduling",
        "cabin loading activities",
        "financial planning and budget management",
        "food and beverage quality assurance framework development",
        "food and beverage quality audit and assessment",
        "internet of things application",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "food and beverage safety, hygiene and security",
        "inclement weather operations and planning",
        "human-robot collaboration",
        "human factors management",
        "aircraft turnaround coordination",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (project financing)": {
      "role_name": "executive (project financing)",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "financial management",
        "continuous improvement management",
        "data and statistical analytics",
        "technology application"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "contract development and management",
        "financial analysis",
        "capital expenditure and investment evaluation",
        "programme management",
        "technical writing",
        "financial modelling",
        "business proposal writing",
        "project risk management",
        "cost management",
        "capital raising",
        "valuation approaches and methodologies",
        "valuation conclusion and reporting",
        "valuation research and analysis",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (ramp / technical ramp)": {
      "role_name": "executive (ramp / technical ramp)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground support equipment operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground handling services and operations management",
        "financial planning and budget management",
        "cargo loading and unloading administration",
        "baggage loading and unloading administration",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive (technical services)": {
      "role_name": "executive (technical services)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "hazard and risk control and policy management",
        "human factors management",
        "human-robot collaboration",
        "ground support equipment operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground support equipment maintenance",
        "ground support equipment failure analysis",
        "ground handling services and operations management",
        "financial planning and budget management",
        "ground support equipment safety audit inspections"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - content acquisition": {
      "role_name": "executive - content acquisition",
      "total_skills": 5,
      "core_skills": [
        "business negotiation",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "research",
        "content acquisition management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - content commissioning": {
      "role_name": "executive - content commissioning",
      "total_skills": 6,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "research",
        "concept creation",
        "content commissioning",
        "content rating and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - localisation": {
      "role_name": "executive - localisation",
      "total_skills": 3,
      "core_skills": [
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "research",
        "customisation and localisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - on-demand media technology and operations": {
      "role_name": "executive - on-demand media technology and operations",
      "total_skills": 5,
      "core_skills": [
        "network configuration",
        "network administration and maintenance"
      ],
      "nice_to_have": [
        "application development",
        "content delivery network operations",
        "content ingest operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - programme planning and scheduling": {
      "role_name": "executive - programme planning and scheduling",
      "total_skills": 6,
      "core_skills": [
        "customer experience management",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "market evaluation",
        "research",
        "concept creation",
        "programme planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive - standards and practices": {
      "role_name": "executive - standards and practices",
      "total_skills": 3,
      "core_skills": [
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "content rating and compliance",
        "research"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive / service supervisor": {
      "role_name": "executive / service supervisor",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "data analytics",
        "business planning",
        "crisis management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "systems thinking application",
        "people management",
        "food product marketing",
        "food safety and hygiene",
        "loss and risk prevention management",
        "technology application and implementation",
        "system and work process improvement",
        "workforce diversity and inclusion",
        "service innovation management",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "legislative and regulatory compliance",
        "food waste disposal and reduction",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "cost control and management",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive chef": {
      "role_name": "executive chef",
      "total_skills": 53,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "crisis management",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "business performance management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management",
        "people management",
        "systems thinking application",
        "business presentation delivery",
        "conflict resolution",
        "effectiveness management",
        "organisational strategising",
        "creative entrepreneurship",
        "food product marketing",
        "food safety and hygiene",
        "productivity optimisation for food and beverages operations",
        "workforce diversity and inclusion",
        "personal performance management",
        "legislative and regulatory compliance",
        "technology strategy design",
        "system and work process improvement",
        "service innovation management",
        "sustainable food production design",
        "sales management",
        "food and beverage recipe formulation",
        "information and communication technology disaster recovery management",
        "e-commerce management",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "emerging technology scanning",
        "halal certification compliance for food and beverages operations",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food science application",
        "food waste disposal and reduction",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive director": {
      "role_name": "executive director",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "conflict management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "risk management",
        "people management",
        "strategy implementation",
        "resilience and self-care",
        "emergency response and crisis management",
        "social policy formulation",
        "technology application in counselling",
        "social sector policy influence",
        "advocacy and representation",
        "social policy development",
        "quality and audit management",
        "ethics, values and legislation",
        "diversity awareness and management",
        "department performance management",
        "collaborative practices across disciplines and sectors",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive editor / executive producer - news and current affairs": {
      "role_name": "executive editor / executive producer - news and current affairs",
      "total_skills": 9,
      "core_skills": [
        "production planning and scheduling",
        "fundraising and sponsorships",
        "media law and compliance",
        "production budget management"
      ],
      "nice_to_have": [
        "news bulletin production",
        "news editing",
        "news story development",
        "production operations",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive housekeeper / director of housekeeping": {
      "role_name": "executive housekeeper / director of housekeeping",
      "total_skills": 30,
      "core_skills": [
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "service excellence",
        "business continuity planning",
        "business planning",
        "crisis management",
        "knowledge management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "vendor management",
        "service planning and implementation",
        "business presentation delivery",
        "staff management",
        "vision leadership",
        "business relationship building",
        "productivity improvement",
        "service challenges",
        "service innovation",
        "service information and results",
        "people and performance management",
        "resource management",
        "people development",
        "organisational relationship building",
        "dispute resolution",
        "service innovation culture",
        "hospitality data collection and analysis",
        "technology adoption and innovation",
        "environmental sustainability management",
        "asset and inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive pastry chef": {
      "role_name": "executive pastry chef",
      "total_skills": 53,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "crisis management",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "vendor management",
        "brand portfolio management",
        "risk compliance and governance",
        "business presentation delivery",
        "people management",
        "systems thinking application",
        "organisational strategising",
        "conflict resolution",
        "effectiveness management",
        "food product marketing",
        "food safety and hygiene",
        "creative entrepreneurship",
        "service innovation management",
        "sustainable food production design",
        "legislative and regulatory compliance",
        "system and work process improvement",
        "technology application and implementation",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "technology strategy design",
        "workforce diversity and inclusion",
        "sales management",
        "food and beverage recipe formulation",
        "information and communication technology disaster recovery management",
        "e-commerce management",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "emerging technology scanning",
        "halal certification compliance for food and beverages operations",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food science application",
        "food waste disposal and reduction",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive producer - broadcast": {
      "role_name": "executive producer - broadcast",
      "total_skills": 13,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "fundraising and sponsorships",
        "market evaluation"
      ],
      "nice_to_have": [
        "marketing strategy",
        "media law and compliance",
        "production budget management",
        "production team and crew selection",
        "video editing",
        "concept creation",
        "content distribution",
        "creative storytelling",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive producer - film": {
      "role_name": "executive producer - film",
      "total_skills": 5,
      "core_skills": [
        "business negotiation"
      ],
      "nice_to_have": [
        "fundraising and sponsorships",
        "market evaluation",
        "marketing strategy",
        "content distribution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive sous chef": {
      "role_name": "executive sous chef",
      "total_skills": 53,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "crisis management",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "vendor management",
        "brand portfolio management",
        "risk compliance and governance",
        "business presentation delivery",
        "people management",
        "systems thinking application",
        "organisational strategising",
        "conflict resolution",
        "effectiveness management",
        "food product marketing",
        "food safety and hygiene",
        "creative entrepreneurship",
        "service innovation management",
        "sustainable food production design",
        "legislative and regulatory compliance",
        "system and work process improvement",
        "technology application and implementation",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "technology strategy design",
        "workforce diversity and inclusion",
        "sales management",
        "food and beverage recipe formulation",
        "information and communication technology disaster recovery management",
        "e-commerce management",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "emerging technology scanning",
        "halal certification compliance for food and beverages operations",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food science application",
        "food waste disposal and reduction",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive, performance and rewards": {
      "role_name": "executive, performance and rewards",
      "total_skills": 19,
      "core_skills": [
        "project management",
        "performance management",
        "technology integration",
        "data management",
        "business acumen",
        "stakeholder engagement and management",
        "skills framework adoption"
      ],
      "nice_to_have": [
        "operational excellence",
        "benefits management",
        "data collection and preparation",
        "compensation management",
        "human resource policies and legislation framework management",
        "human resource systems management",
        "job analysis and evaluation",
        "human resource analytics and insights",
        "organisational change management",
        "financial acumen",
        "employee communication management",
        "human resource practices implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive, talent attraction and employee experience and relations": {
      "role_name": "executive, talent attraction and employee experience and relations",
      "total_skills": 27,
      "core_skills": [
        "project management",
        "data management",
        "technology integration",
        "business acumen",
        "data collection and preparation",
        "stakeholder engagement and management",
        "skills framework adoption",
        "selection management",
        "recruitment channel management",
        "operational excellence",
        "job analysis and evaluation"
      ],
      "nice_to_have": [
        "organisational event management",
        "organisational change management",
        "onboarding",
        "human resource systems management",
        "industry networking",
        "conduct and behaviour management",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource analytics and insights",
        "health and wellness programme management",
        "employee relationship management",
        "employee engagement management",
        "employee communication management",
        "diversity and inclusion management",
        "digital marketing and communication",
        "workplace optimisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "executive, talent management and learning and organisational development": {
      "role_name": "executive, talent management and learning and organisational development",
      "total_skills": 26,
      "core_skills": [
        "project management",
        "performance management",
        "technology integration",
        "data management",
        "succession planning",
        "learning needs analysis",
        "business acumen",
        "operational excellence",
        "competency framework development",
        "data collection and preparation"
      ],
      "nice_to_have": [
        "talent capability assessment",
        "stakeholder engagement and management",
        "skills framework adoption",
        "retirement and re-employment management",
        "organisational change management",
        "learning and development programme management",
        "career coaching",
        "involuntary exit management",
        "human resource systems management",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource analytics and insights",
        "employee mobility management",
        "employee communication management",
        "career framework design",
        "voluntary exit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "exhibition director / conference director / meeting director": {
      "role_name": "exhibition director / conference director / meeting director",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "learning and development",
        "financial management",
        "business planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "internet of things management",
        "corporate governance",
        "intellectual property management",
        "systems thinking application",
        "organisational vision, mission and values formulation",
        "succession planning",
        "resource management",
        "technology scanning",
        "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
        "product, content and experience performance management",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "exhibition producer / conference producer / meeting planner": {
      "role_name": "exhibition producer / conference producer / meeting planner",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "budgeting",
        "learning and development",
        "financial management",
        "business planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "internet of things management",
        "corporate governance",
        "technology application",
        "intellectual property management",
        "strategy implementation",
        "systems thinking application",
        "organisational vision, mission and values formulation",
        "succession planning",
        "technology scanning",
        "resource management",
        "financial planning and analysis",
        "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
        "product, content and experience performance management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "facilities engineer": {
      "role_name": "facilities engineer",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "enterprise risk management",
        "report writing",
        "audit management",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "embedded systems integration",
        "effectiveness management",
        "data analytics system design",
        "failure analysis",
        "quality systems management",
        "workplace safety and health practices implementation",
        "emergency management",
        "facilities maintenance",
        "factory system management",
        "electrostatic discharge control",
        "operation management",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "facilities manager / facilities engineer": {
      "role_name": "facilities manager / facilities engineer",
      "total_skills": 47,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "technology application",
        "workplace safety and health culture development",
        "asset management",
        "engineering drawing, interpretation and management",
        "people management",
        "quality system management",
        "robotic and automation technology application",
        "incident and accident investigation",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "design thinking practice",
        "technical writing",
        "maintenance scheduling",
        "building information modelling application",
        "procurement coordination and policy development",
        "technical presentation",
        "technical inspection",
        "design for safety",
        "inventory management",
        "project risk management",
        "value engineering",
        "security surveillance management",
        "civil structure maintenance",
        "drainage, plumbing and sanitary systems maintenance",
        "project cost",
        "data collection and analysis",
        "smart facilities management",
        "air conditioning and mechanical ventilation systems maintenance",
        "lift systems maintenance and management",
        "life cycle costing and analysis",
        "indoor environmental quality improvement",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "escalator and travellator systems maintenance and management",
        "electrical and electronic systems maintenance",
        "design for maintainability",
        "contract administration and management",
        "building management system implementation and control",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "facilities technician": {
      "role_name": "facilities technician",
      "total_skills": 22,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "robotic and automation technology application",
        "quality system management"
      ],
      "nice_to_have": [
        "incident and accident investigation",
        "inventory management",
        "civil structure maintenance",
        "drainage, plumbing and sanitary systems maintenance",
        "smart facilities management",
        "lift systems maintenance and management",
        "air conditioning and mechanical ventilation systems maintenance",
        "integrated digital delivery application",
        "green facilities management",
        "building management system implementation and control",
        "facilities shut-down and re-start",
        "escalator and travellator systems maintenance and management",
        "electrical and electronic systems maintenance",
        "fire protection system maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "factory manager": {
      "role_name": "factory manager",
      "total_skills": 53,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "manpower planning",
        "quality assurance management",
        "systems thinking",
        "asset management",
        "workplace safety and health framework development and implementation",
        "production planning and scheduling",
        "good manufacturing practices implementation",
        "process improvement and optimisation",
        "process validation",
        "engineering safety standards interpretation",
        "audit management",
        "test planning",
        "condition-based assets monitoring management",
        "quality control management",
        "quality system management",
        "robotic and automation technology application",
        "additive manufacturing",
        "procurement coordination and policy development",
        "lean manufacturing",
        "process optimisation",
        "manufacturing process management",
        "yield analysis",
        "installation and assembly",
        "automation process control"
      ],
      "nice_to_have": [
        "equipment and systems testing",
        "building information modelling application",
        "commissioning and start-up management",
        "production resource management",
        "transportation route and schedule planning",
        "automated process design",
        "technology scanning",
        "warehouse space utilisation",
        "computerised systems validation",
        "project risk management",
        "maintenance strategy development",
        "automated equipment and control systems configuration",
        "value engineering",
        "engineering management of change",
        "engineering support management",
        "process unit and utilities operations management",
        "equipment and systems installation and commissioning management",
        "process operations troubleshooting",
        "plant economic modelling",
        "materials qualification",
        "manufacturing systems operation and control",
        "equipment qualification",
        "value analysis",
        "integrated digital delivery application",
        "common data environment management",
        "design for manufacturing and assembly",
        "construction technology"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "family office advisor - private banking": {
      "role_name": "family office advisor - private banking",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "risk management",
        "business environment analysis",
        "financial analysis"
      ],
      "nice_to_have": [
        "capital expenditure and investment evaluation",
        "business needs analysis",
        "regulatory compliance",
        "treasury management",
        "ethical culture",
        "financial reporting",
        "family governance",
        "philanthropy advisory",
        "trading management",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "family office executive": {
      "role_name": "family office executive",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "risk management",
        "business environment analysis",
        "financial analysis"
      ],
      "nice_to_have": [
        "capital expenditure and investment evaluation",
        "business needs analysis",
        "treasury management",
        "environment and social governance",
        "ethical culture",
        "family governance",
        "philanthropy advisory",
        "trading management",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "family office management professional": {
      "role_name": "family office management professional",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "financial management",
        "business planning",
        "conflict management",
        "risk management",
        "business performance management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "financial analysis",
        "networking",
        "capital expenditure and investment evaluation",
        "business needs analysis",
        "treasury management",
        "environment and social governance",
        "ethical culture",
        "cybersecurity",
        "family governance",
        "people performance management",
        "philanthropy advisory",
        "portfolio and investment risk management",
        "regulatory and legal advisory",
        "trading management",
        "trust structuring",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "farm manager": {
      "role_name": "farm manager",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business continuity management",
        "financial management",
        "budgeting",
        "business opportunities development",
        "internet of things management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "quality assurance management",
        "workplace safety and health performance management",
        "robotic and automation technology application",
        "carbon footprint management",
        "continuous process improvement",
        "risk management and administration",
        "hazards and risk control, and policy management",
        "active and smart packaging",
        "food safety and hygiene",
        "food safety analysis",
        "environmental management system policies, standards, procedures and practices management",
        "food safety management",
        "good agriculture practices implementation",
        "farm biosecurity compliance and management",
        "smart farming technology implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "farm worker": {
      "role_name": "farm worker",
      "total_skills": 12,
      "core_skills": [
        "workplace safety and health performance management",
        "robotic and automation technology application",
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "active and smart packaging",
        "environmental management system policies, standards, procedures and practices management"
      ],
      "nice_to_have": [
        "equipment maintenance and housekeeping",
        "food safety and hygiene",
        "food safety management",
        "agriculture techniques and cultivation programme management",
        "good agriculture practices implementation",
        "urban farming implementation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "feedstock supply trader": {
      "role_name": "feedstock supply trader",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "business continuity management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "production planning and scheduling",
        "workplace safety and health framework development and implementation",
        "procurement management",
        "third party management",
        "materials qualification",
        "plant economic modelling",
        "budget management",
        "business networking management",
        "market demand and feedstock management",
        "supply chain management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "fellow / senior fellow": {
      "role_name": "fellow / senior fellow",
      "total_skills": 14,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "business continuity planning",
        "business planning"
      ],
      "nice_to_have": [
        "conflict management",
        "organisational analysis",
        "risk appetite and goals setting",
        "technology road mapping",
        "business networking",
        "manufacturing process design",
        "organisational strategising",
        "research and development",
        "crisis situations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "field sales executive / key account executive / sales operations management specialist": {
      "role_name": "field sales executive / key account executive / sales operations management specialist",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
      "nice_to_have": [
        "business negotiation",
        "business development",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "finance manager": {
      "role_name": "finance manager",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "project management",
        "financial management",
        "data analytics",
        "business planning",
        "conflict management",
        "regulatory risk assessment"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "financial planning",
        "internal controls",
        "cost management",
        "corporate and business law",
        "business acumen",
        "audit compliance",
        "accounting standards",
        "financial reporting",
        "non-financial reporting",
        "tax implications",
        "professional standards",
        "professional scepticism and judgment",
        "professional and business ethics",
        "accounting and tax systems",
        "group accounting and consolidation",
        "financial statements analysis",
        "financial reporting quality",
        "finance business partnering",
        "digital technology environment scanning",
        "digital technology adoption and innovation",
        "business innovation and improvement",
        "audit frameworks",
        "transfer pricing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial controller": {
      "role_name": "financial controller",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "financial management",
        "business planning",
        "data analytics",
        "conflict management",
        "financial analysis",
        "capital expenditure and investment evaluation"
      ],
      "nice_to_have": [
        "regulatory risk assessment",
        "regulatory compliance",
        "internal controls",
        "financial planning",
        "disruption management",
        "financial reporting",
        "audit compliance",
        "accounting standards",
        "valuation",
        "capital raising",
        "corporate and business law",
        "business acumen",
        "transfer pricing",
        "taxation laws",
        "tax implications",
        "regulatory strategy",
        "business innovation and improvement",
        "business process management",
        "finance business partnering",
        "digital technology environment scanning",
        "professional scepticism and judgment",
        "professional and business ethics",
        "non-financial reporting",
        "cash flow management",
        "financial statements analysis",
        "financial reporting quality",
        "digital technology adoption and innovation",
        "professional standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial crime compliance executive": {
      "role_name": "financial crime compliance executive",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "risk management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "compliance mindset development",
        "customer acceptance checking and onboarding",
        "data analytics and computational modelling",
        "monitoring and surveillance",
        "regulatory and legal advisory",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial crime compliance manager": {
      "role_name": "financial crime compliance manager",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "strategy planning",
        "risk management"
      ],
      "nice_to_have": [
        "technology application",
        "regulatory compliance",
        "policy implementation and revision",
        "ethical culture",
        "data storytelling and visualisation",
        "data collection and analysis",
        "monitoring and surveillance",
        "people performance management",
        "regulatory and legal advisory",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "data analytics and computational modelling",
        "customer acceptance checking and onboarding",
        "compliance mindset development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial forensics associate / financial forensics executive": {
      "role_name": "financial forensics associate / financial forensics executive",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "programming and coding",
        "regulatory risk assessment",
        "corporate and business law",
        "project execution and control"
      ],
      "nice_to_have": [
        "accounting standards",
        "cyber security",
        "financial crime laws and regulations",
        "financial statements analysis",
        "forensic data analytics",
        "evidence management",
        "fraud investigation planning and execution",
        "litigation support",
        "professional and business ethics",
        "professional scepticism and judgment",
        "digital technology environment scanning",
        "digital forensics",
        "fraud detection and prevention"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial forensics director / financial forensics partner": {
      "role_name": "financial forensics director / financial forensics partner",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business development",
        "conflict management",
        "programming and coding"
      ],
      "nice_to_have": [
        "regulatory risk assessment",
        "internal controls",
        "accounting standards",
        "project execution and control",
        "valuation approaches and methodologies",
        "cyber security",
        "corporate and business law",
        "forensic data analytics",
        "fraud detection and prevention",
        "financial statements analysis",
        "governance",
        "financial crime laws and regulations",
        "litigation support",
        "professional and business ethics",
        "professional scepticism and judgment",
        "evidence management",
        "digital technology environment scanning",
        "digital forensics",
        "risk assessment",
        "fraud investigation planning and execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial forensics manager": {
      "role_name": "financial forensics manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business development",
        "conflict management",
        "programming and coding"
      ],
      "nice_to_have": [
        "regulatory risk assessment",
        "internal controls",
        "accounting standards",
        "project execution and control",
        "valuation approaches and methodologies",
        "cyber security",
        "corporate and business law",
        "forensic data analytics",
        "fraud detection and prevention",
        "financial statements analysis",
        "governance",
        "financial crime laws and regulations",
        "litigation support",
        "professional and business ethics",
        "professional scepticism and judgment",
        "evidence management",
        "digital technology environment scanning",
        "digital forensics",
        "risk assessment",
        "fraud investigation planning and execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial forensics senior / financial forensics senior executive": {
      "role_name": "financial forensics senior / financial forensics senior executive",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "project management",
        "conflict management",
        "programming and coding",
        "regulatory risk assessment"
      ],
      "nice_to_have": [
        "internal controls",
        "accounting standards",
        "project execution and control",
        "valuation approaches and methodologies",
        "cyber security",
        "corporate and business law",
        "forensic data analytics",
        "fraud detection and prevention",
        "financial statements analysis",
        "financial crime laws and regulations",
        "litigation support",
        "professional and business ethics",
        "professional scepticism and judgment",
        "evidence management",
        "digital technology environment scanning",
        "digital forensics",
        "risk assessment",
        "fraud investigation planning and execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial planner / insurance agent / bancassurance specialist": {
      "role_name": "financial planner / insurance agent / bancassurance specialist",
      "total_skills": 11,
      "core_skills": [
        "customer acquisition management",
        "customer experience management",
        "partnership management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "financial analysis",
        "account management",
        "product advisory",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "financial planning and analysis manager": {
      "role_name": "financial planning and analysis manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "financial management",
        "business planning",
        "data analytics",
        "conflict management",
        "performance management"
      ],
      "nice_to_have": [
        "risk management",
        "data governance",
        "benchmarking",
        "financial planning",
        "financial reporting",
        "macroeconomic analysis",
        "corporate and business law",
        "cost management",
        "audit compliance",
        "accounting and tax systems",
        "tax implications",
        "professional and business ethics",
        "finance business partnering",
        "non-financial reporting",
        "management decision making",
        "digital technology environment scanning",
        "digital technology adoption and innovation",
        "business innovation and improvement",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "first officer": {
      "role_name": "first officer",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "standard operating procedures development",
        "dangerous goods management",
        "human factors management",
        "pre-flight preparation",
        "post-landing operations",
        "inclement weather operations and planning",
        "aircraft cruise operations",
        "aircraft dispatch",
        "airline operations management",
        "aircraft take-off operations",
        "aircraft manual handling",
        "aircraft landing operations",
        "aircraft emergency management",
        "flight deck communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "flight controller": {
      "role_name": "flight controller",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "data analytics",
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "crisis communication and media management",
        "inclement weather operations and planning",
        "aircraft performance management",
        "human factors management",
        "flight watching and flight following",
        "airline operations management",
        "flight performance data calculation",
        "flight disruptions and irregular operations management",
        "flight dispatch",
        "airport operations management",
        "flight planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "flight operations assistant": {
      "role_name": "flight operations assistant",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "flight watching and flight following",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft performance management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "flight planning",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight dispatch",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "flight operations officer": {
      "role_name": "flight operations officer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "flight watching and flight following",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft performance management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "flight planning",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight dispatch",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "floor manager": {
      "role_name": "floor manager",
      "total_skills": 9,
      "core_skills": [
        "emergency response management",
        "contract and vendor management",
        "production planning and scheduling"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "media law and compliance",
        "procurement for production operations",
        "production budget management",
        "production operations",
        "studio technical production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "food application scientist and technologist": {
      "role_name": "food application scientist and technologist",
      "total_skills": 31,
      "core_skills": [
        "innovation management",
        "project management",
        "risk management",
        "quality assurance management",
        "workplace safety and health performance management",
        "systems thinking",
        "data synthesis",
        "quality system management",
        "product testing",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "process validation",
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "laboratory management",
        "technical report writing",
        "product improvement",
        "laboratory data analysis",
        "chemical risk management",
        "food safety management",
        "food safety analysis",
        "new product introduction for food",
        "problem solving",
        "influence",
        "production bioprocess development",
        "food manufacturing process design",
        "decision making",
        "recipe formulation",
        "customer data analysis",
        "communication",
        "collaboration",
        "advanced processing technology"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "food biotechnologist": {
      "role_name": "food biotechnologist",
      "total_skills": 29,
      "core_skills": [
        "project management",
        "quality assurance management",
        "systems thinking",
        "process validation",
        "good manufacturing practices implementation",
        "quality system management",
        "data synthesis",
        "product testing",
        "continuous process improvement",
        "hazards and risk control, and policy management"
      ],
      "nice_to_have": [
        "product improvement",
        "laboratory management",
        "laboratory data analysis",
        "food safety management",
        "technical report writing",
        "food safety analysis",
        "production bioprocess development",
        "problem solving",
        "advanced processing technology",
        "novel food application",
        "new product introduction for food",
        "collaboration",
        "food technology application",
        "food manufacturing process design",
        "decision making",
        "customer data analysis",
        "creative thinking",
        "communication",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "food manufacturing nutritionist": {
      "role_name": "food manufacturing nutritionist",
      "total_skills": 22,
      "core_skills": [
        "project management",
        "systems thinking",
        "data synthesis",
        "product testing",
        "process validation",
        "continuous process improvement",
        "technical presentation"
      ],
      "nice_to_have": [
        "technical report writing",
        "product improvement",
        "collaboration",
        "problem solving",
        "recipe formulation",
        "pharmaceutical and nutritional product introduction",
        "communication",
        "novel food application",
        "new product introduction for food",
        "food technology application",
        "food manufacturing process design",
        "decision making",
        "customer data analysis",
        "creative thinking",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "food technologist": {
      "role_name": "food technologist",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "quality assurance management",
        "workplace safety and health performance management",
        "systems thinking",
        "good manufacturing practices implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "product testing",
        "data synthesis",
        "process validation",
        "technical presentation",
        "green manufacturing design and implementation",
        "hazards and risk control, and policy management",
        "conflict resolution",
        "continuous process improvement",
        "document control",
        "product improvement",
        "technical report writing",
        "chemical risk management",
        "packaging testing",
        "laboratory management",
        "laboratory data analysis",
        "food safety management",
        "food safety analysis",
        "food product marketing",
        "active and smart packaging",
        "new product introduction for food",
        "advanced processing technology",
        "recipe formulation",
        "food manufacturing process design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "foreman / operations manager / programme manager": {
      "role_name": "foreman / operations manager / programme manager",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management"
      ],
      "nice_to_have": [
        "business performance management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "risk compliance and governance",
        "quality system management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "big data analytics",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "maintenance organisation structure management",
        "predictive maintenance",
        "engineering problem solving",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "forensics investigation manager": {
      "role_name": "forensics investigation manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "emerging technology synthesis",
        "networking",
        "strategy implementation",
        "cyber risk management",
        "security governance",
        "people and performance management",
        "failure analysis",
        "cyber forensics",
        "security assessment and testing",
        "security administration",
        "security strategy",
        "network security",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "forensics investigator": {
      "role_name": "forensics investigator",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "cyber risk management",
        "failure analysis",
        "cyber forensics",
        "network security",
        "security administration",
        "security assessment and testing",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "freight inspector / incoming quality inspector": {
      "role_name": "freight inspector / incoming quality inspector",
      "total_skills": 7,
      "core_skills": [
        "import and export documentation administration",
        "international trade legislation compliance",
        "risk management and administration"
      ],
      "nice_to_have": [
        "cargo issuance and dispatch",
        "cargo and receipt inspection",
        "logistics process quality management",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "freight officer": {
      "role_name": "freight officer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "cargo tracking system administration"
      ],
      "nice_to_have": [
        "import and export documentation administration",
        "international trade legislation compliance",
        "risk management and administration",
        "bulk cargo administration",
        "cargo issuance and dispatch",
        "customer management",
        "cargo and receipt inspection",
        "cold chain operations administration",
        "livestock cargo administration",
        "pricing for cargo services and operations",
        "time sensitive cargo delivery management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "front end developer": {
      "role_name": "front end developer",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "user interface design",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "problem management",
        "data design",
        "continuous integration and continuous deployment",
        "quality standards",
        "service level management",
        "configuration tracking",
        "software design",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "front office executive / guest services executive / guest relations executive / front office supervisor / guest services supervisor / guest relations supervisor": {
      "role_name": "front office executive / guest services executive / guest relations executive / front office supervisor / guest services supervisor / guest relations supervisor",
      "total_skills": 26,
      "core_skills": [
        "innovation management",
        "crisis management",
        "service excellence",
        "customer experience management",
        "threat observation",
        "people and relationship management",
        "staff management",
        "productivity improvement"
      ],
      "nice_to_have": [
        "service coaching",
        "people development",
        "service innovation",
        "loss and risk prevention management",
        "organisational relationship building",
        "people and performance management",
        "service planning and implementation",
        "service leadership",
        "service information and results",
        "technology adoption and innovation",
        "switchboard operations management",
        "front office operations management",
        "customer feedback and relationship management",
        "environmental sustainability management",
        "customer challenges management",
        "one-stop service delivery",
        "legal compliance management",
        "sales delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "front office manager / operations manager": {
      "role_name": "front office manager / operations manager",
      "total_skills": 33,
      "core_skills": [
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "business planning",
        "crisis management",
        "business continuity planning",
        "knowledge management",
        "service challenges"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "service planning and implementation",
        "business presentation delivery",
        "service information and results",
        "vision leadership",
        "staff management",
        "productivity improvement",
        "organisational relationship building",
        "service innovation",
        "dispute resolution",
        "people and performance management",
        "people development",
        "resource management",
        "service leadership",
        "technology adoption and innovation",
        "service innovation culture",
        "environmental sustainability management",
        "room revenue management",
        "front office operations management",
        "customer challenges management",
        "legal compliance management",
        "customer feedback and relationship management",
        "hospitality data collection and analysis",
        "revenue optimisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "front office officer / guest services officer / guest relations officer / front office agent / guest services agent / guest relations agent": {
      "role_name": "front office officer / guest services officer / guest relations officer / front office agent / guest services agent / guest relations agent",
      "total_skills": 18,
      "core_skills": [
        "service excellence",
        "crisis management",
        "people and relationship management",
        "productivity improvement",
        "threat observation",
        "service planning and implementation"
      ],
      "nice_to_have": [
        "service innovation",
        "service information and results",
        "sales delivery",
        "customer feedback and relationship management",
        "customer challenges management",
        "room reservation operations management",
        "one-stop service delivery",
        "legal compliance management",
        "front office operations management",
        "switchboard operations management",
        "technology adoption and innovation",
        "tourism promotion"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "fuel system operations executive": {
      "role_name": "fuel system operations executive",
      "total_skills": 13,
      "core_skills": [
        "continuous improvement management",
        "workplace safety and health framework development and implementation",
        "contract management",
        "regulatory compliance",
        "third party management"
      ],
      "nice_to_have": [
        "business stakeholder management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "dispute settlement",
        "fuel terminal operations management",
        "tank storage inventory management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "fuel system operations manager / fuel system operations senior executive": {
      "role_name": "fuel system operations manager / fuel system operations senior executive",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "workplace safety and health framework development and implementation",
        "contract management",
        "regulatory compliance",
        "staff training facilitation",
        "third party management"
      ],
      "nice_to_have": [
        "business stakeholder management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "dispute settlement",
        "fuel terminal operations management",
        "people capability development",
        "tank storage inventory management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "full stack developer": {
      "role_name": "full stack developer",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "system integration",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "data design",
        "problem management",
        "continuous integration and continuous deployment",
        "configuration tracking",
        "quality standards",
        "service level management",
        "cloud computing",
        "software design",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gaffer": {
      "role_name": "gaffer",
      "total_skills": 6,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "lighting operations",
        "procurement for production operations",
        "production team and crew selection",
        "lighting conceptualisation and design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "game director": {
      "role_name": "game director",
      "total_skills": 12,
      "core_skills": [
        "project management",
        "customer behaviour analysis",
        "user experience design",
        "product management"
      ],
      "nice_to_have": [
        "user interface design",
        "narrative design",
        "production budget management",
        "research",
        "game concept design",
        "game technical design",
        "gameplay design",
        "level design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "game sound designer": {
      "role_name": "game sound designer",
      "total_skills": 6,
      "core_skills": [
        "sound design and creation",
        "sound recording operations",
        "audio programming"
      ],
      "nice_to_have": [
        "game sound integration",
        "sound editing",
        "sound mixing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "game technical director": {
      "role_name": "game technical director",
      "total_skills": 18,
      "core_skills": [
        "project management",
        "database administration",
        "research",
        "production budget management",
        "audio programming",
        "gameplay development",
        "game testing automation"
      ],
      "nice_to_have": [
        "game technical design",
        "game server programming",
        "game production optimisation",
        "game porting",
        "game physics development",
        "game networking",
        "game level development",
        "game engine development",
        "game artificial intelligence development",
        "game analytics",
        "tools development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas systems operations engineer": {
      "role_name": "gas systems operations engineer",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "regulatory compliance",
        "technical report writing",
        "access control management",
        "hazards and risk identification and management",
        "gas metering data management",
        "gas network system management",
        "detection and monitoring application",
        "cybersecurity framework application",
        "cyber incident management",
        "load profile and capacity certificate management",
        "network monitoring and control management",
        "network simulation and analysis",
        "people capability development",
        "corrective maintenance management",
        "business intelligence and data analytics",
        "supervisory control and data acquisition maintenance management",
        "autonomous systems technology application",
        "threat and vulnerability management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas systems operations manager": {
      "role_name": "gas systems operations manager",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "technology road mapping"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "regulatory compliance",
        "organisational resource management",
        "technical report writing",
        "access control management",
        "business planning management",
        "hazards and risk identification and management",
        "gas network system management",
        "gas metering data management",
        "detection and monitoring application",
        "cybersecurity framework application",
        "load profile and capacity certificate management",
        "network monitoring and control management",
        "network simulation and analysis",
        "cyber incident management",
        "people capability development",
        "corrective maintenance management",
        "supervisory control and data acquisition maintenance management",
        "business intelligence and data analytics",
        "autonomous systems technology application",
        "threat and vulnerability management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas systems operations principal engineer": {
      "role_name": "gas systems operations principal engineer",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "technology road mapping",
        "staff training facilitation",
        "regulatory compliance",
        "technical report writing",
        "access control management",
        "hazards and risk identification and management",
        "gas network system management",
        "gas metering data management",
        "detection and monitoring application",
        "cybersecurity framework application",
        "load profile and capacity certificate management",
        "network monitoring and control management",
        "network simulation and analysis",
        "people capability development",
        "cyber incident management",
        "corrective maintenance management",
        "supervisory control and data acquisition maintenance management",
        "business intelligence and data analytics",
        "autonomous systems technology application",
        "threat and vulnerability management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas systems operations senior technical officer": {
      "role_name": "gas systems operations senior technical officer",
      "total_skills": 18,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "hazards and risk identification and management",
        "technical report writing",
        "corrective maintenance management",
        "business intelligence and data analytics",
        "gas metering data management",
        "gas network system management",
        "autonomous systems technology application",
        "load profile and capacity certificate management",
        "network monitoring and control management",
        "network simulation and analysis",
        "people capability development",
        "supervisory control and data acquisition maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas systems operations technical officer": {
      "role_name": "gas systems operations technical officer",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "hazards and risk identification and management",
        "technical report writing",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "gas metering data management",
        "gas network system management",
        "load profile and capacity certificate management",
        "network monitoring and control management",
        "network simulation and analysis",
        "supervisory control and data acquisition maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "gas transmission and distribution department manager": {
      "role_name": "gas transmission and distribution department manager",
      "total_skills": 51,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "internet of things management",
        "quality assurance management",
        "asset management",
        "technology road mapping",
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "staff training facilitation",
        "third party management",
        "contract management",
        "regulatory compliance",
        "business planning management"
      ],
      "nice_to_have": [
        "preventive maintenance management",
        "inspection engineering management",
        "hazards and risk identification and management",
        "access control management",
        "technical report writing",
        "equipment and systems installation and commissioning management",
        "safe system of work development and implementation",
        "network system planning and design",
        "riser and service pipe inspection",
        "reliability centred maintenance",
        "technology and systems application",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "threat and vulnerability management",
        "trunk and feeder expansion management",
        "pipeline damage prevention management",
        "people capability development",
        "corrective maintenance management",
        "network monitoring and control management",
        "network equipment testing",
        "cybersecurity framework application",
        "detection and monitoring application",
        "electrical maintenance management",
        "gas cathodic protection system operation and maintenance",
        "gas meter installation and commissioning",
        "gas meter maintenance",
        "gas metering data management",
        "gas network operations management",
        "gas network planning",
        "gas pipeline leak surveying",
        "gas receiving and holder operations and maintenance",
        "condition monitoring",
        "instrumentation and control maintenance management",
        "mechanical maintenance management",
        "cyber incident management",
        "meter and associated equipment maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general cleaner": {
      "role_name": "general cleaner",
      "total_skills": 15,
      "core_skills": [
        "emergency response management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "risk management and administration"
      ],
      "nice_to_have": [
        "customer management",
        "workplace safety and health practices implementation",
        "cleaning chemical handling",
        "equipment and inventory management",
        "food shop hygiene maintenance",
        "furniture and furnishing maintenance",
        "horizontal surface maintenance",
        "public hygiene maintenance",
        "vertical surface maintenance",
        "washroom maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager": {
      "role_name": "general manager",
      "total_skills": 50,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "budgeting",
        "business opportunities development",
        "project management",
        "market research",
        "business negotiation",
        "emergency response management",
        "business continuity management",
        "crisis management",
        "business planning",
        "corporate governance",
        "customer acquisition management",
        "risk management",
        "knowledge management",
        "business performance management",
        "strategy development",
        "enterprise risk management"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "customer behaviour analysis",
        "business environment analysis",
        "business relationship building",
        "brand portfolio management",
        "marketing communications plan development",
        "systems thinking",
        "business presentation delivery",
        "e-commerce campaign management",
        "conflict resolution",
        "vision leadership",
        "technical presentation",
        "customer loyalty and retention strategy formulation",
        "business networking",
        "social media marketing",
        "consumer intelligence analysis",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "people development",
        "food product marketing",
        "organisation and board relationship",
        "people and performance management",
        "organisation representative",
        "effective board member",
        "international marketing programmes management",
        "communications channel management",
        "property operations management",
        "hotel asset valuation and acquisition",
        "new export market entry strategy formulation",
        "marketing strategy development and implementation",
        "legal compliance management",
        "international trade legislation for business"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager / managing director / vice president (aircraft engine / component maintenance)": {
      "role_name": "general manager / managing director / vice president (aircraft engine / component maintenance)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management"
      ],
      "nice_to_have": [
        "business performance management",
        "robotics and automation application",
        "risk compliance and governance",
        "contract development and management",
        "asset management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "cyber risk management",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "big data analytics",
        "audit and review management",
        "applied research and development management",
        "human factors application and error management",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager / managing director / vice president (aircraft maintenance)": {
      "role_name": "general manager / managing director / vice president (aircraft maintenance)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management"
      ],
      "nice_to_have": [
        "business performance management",
        "robotics and automation application",
        "risk compliance and governance",
        "contract development and management",
        "asset management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "cyber risk management",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "big data analytics",
        "audit and review management",
        "applied research and development management",
        "human factors application and error management",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager / managing director / vice president (fleet management)": {
      "role_name": "general manager / managing director / vice president (fleet management)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management"
      ],
      "nice_to_have": [
        "business performance management",
        "robotics and automation application",
        "risk compliance and governance",
        "contract development and management",
        "asset management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "cyber risk management",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "big data analytics",
        "audit and review management",
        "applied research and development management",
        "human factors application and error management",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager / managing director / vice president (manufacturing)": {
      "role_name": "general manager / managing director / vice president (manufacturing)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "contract development and management",
        "asset management",
        "robotics and automation application",
        "risk compliance and governance",
        "quality system management",
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "green manufacturing design and implementation",
        "cyber risk management",
        "lean manufacturing",
        "continuous process improvement",
        "artificial intelligence application",
        "applied research and development management",
        "big data analytics",
        "audit and review management",
        "human factors application and error management",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general manager / site director / vice president": {
      "role_name": "general manager / site director / vice president",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "business continuity management",
        "continuous improvement management",
        "crisis management",
        "data and statistical analytics",
        "robotic and automation technology application"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "data analytics system design",
        "staff management",
        "organisational resource management",
        "business planning management",
        "strategy development and implementation management",
        "strategic service excellence management",
        "staff development management",
        "budget management",
        "organisational analysis management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "emergency response and crisis management development and implementation",
        "business networking management",
        "learning and development framework management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "general worker / operator": {
      "role_name": "general worker / operator",
      "total_skills": 8,
      "core_skills": [
        "knowledge management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "aviation legislation compliance",
        "human factors application and error management",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "genetic counselling associate": {
      "role_name": "genetic counselling associate",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "workplace safety and health",
        "client assessment for genetic counselling",
        "clinical records documentation and management",
        "clinical services development",
        "clinical support duties and procedures",
        "effective patient counselling"
      ],
      "nice_to_have": [
        "genetic knowledge analysis",
        "health promotion",
        "intervention planning in genetic counselling",
        "inventory control and equipment maintenance",
        "patient education in genetics",
        "professional, legal and ethical healthcare practice",
        "service quality management",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "grip / lighting technician": {
      "role_name": "grip / lighting technician",
      "total_skills": 6,
      "core_skills": [
        "lighting operations",
        "workplace safety and health",
        "procurement for production operations"
      ],
      "nice_to_have": [
        "rigging equipment maintenance",
        "rigging operations",
        "lighting conceptualisation and design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ground services officer": {
      "role_name": "ground services officer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "behavioural analysis and predictive screening",
        "customer service delivery",
        "flight disruptions and irregular operations management",
        "aircraft turnaround coordination",
        "human factors management",
        "internet of things application",
        "airport operations management",
        "airline representation and station management",
        "service branding and coaching",
        "service level agreement management",
        "airline operations management",
        "ground services training delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "group beverage manager": {
      "role_name": "group beverage manager",
      "total_skills": 54,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business planning",
        "crisis management",
        "data analytics",
        "business performance management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management",
        "people management",
        "systems thinking application",
        "business presentation delivery",
        "conflict resolution",
        "organisational strategising",
        "effectiveness management",
        "food product marketing",
        "food safety and hygiene",
        "creative entrepreneurship",
        "service innovation management",
        "sales management",
        "technology application and implementation",
        "technology strategy design",
        "sustainable food production design",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "workforce diversity and inclusion",
        "food and beverage visual merchandising presentation",
        "legislative and regulatory compliance",
        "e-commerce management",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "emerging technology scanning",
        "information and communication technology disaster recovery management",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "food waste disposal and reduction",
        "halal certification compliance for food and beverages operations",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "group data protection officer": {
      "role_name": "group data protection officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "crisis management",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "data governance",
        "networking",
        "strategy implementation",
        "business risk management",
        "design thinking practice",
        "people and performance management",
        "audit and compliance",
        "it standards",
        "data protection management",
        "data ethics",
        "cyber and data breach incident management",
        "business agility",
        "data sharing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "guest service crew": {
      "role_name": "guest service crew",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "service excellence",
        "business continuity planning",
        "business performance management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "risk management and administration",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "attractions guest relations management",
        "crowd control and planning",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "guide": {
      "role_name": "guide",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "business performance management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "productivity improvement",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "attractions content and experience development and delivery",
        "crowd control and planning",
        "attractions transportation operations",
        "attractions guest relations management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "harbour pilot": {
      "role_name": "harbour pilot",
      "total_skills": 5,
      "core_skills": [
        "networking",
        "cyber security"
      ],
      "nice_to_have": [
        "pilotage emergencies",
        "pilotage planning",
        "tug operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - analytics and customer insights": {
      "role_name": "head - analytics and customer insights",
      "total_skills": 9,
      "core_skills": [
        "market research",
        "business negotiation",
        "data analytics"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "contract and vendor management",
        "data visualisation",
        "research",
        "business insights",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - content": {
      "role_name": "head - content",
      "total_skills": 17,
      "core_skills": [
        "innovation management",
        "project management",
        "business negotiation",
        "customer experience management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "contract and vendor management",
        "pricing strategy",
        "product management",
        "content distribution",
        "content strategy",
        "market evaluation",
        "research",
        "concept creation",
        "customisation and localisation",
        "content commissioning",
        "programme planning",
        "content acquisition management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - content acquisition": {
      "role_name": "head - content acquisition",
      "total_skills": 8,
      "core_skills": [
        "innovation management",
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "customer behaviour analysis",
        "contract and vendor management",
        "content strategy",
        "research",
        "content acquisition management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - content commissioning": {
      "role_name": "head - content commissioning",
      "total_skills": 10,
      "core_skills": [
        "innovation management",
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "contract and vendor management",
        "content strategy",
        "market evaluation",
        "research",
        "concept creation",
        "content commissioning",
        "content rating and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - programme planning and scheduling": {
      "role_name": "head - programme planning and scheduling",
      "total_skills": 9,
      "core_skills": [
        "business negotiation",
        "customer experience management",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "content strategy",
        "market evaluation",
        "research",
        "concept creation",
        "programme planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head - technology and operations": {
      "role_name": "head - technology and operations",
      "total_skills": 13,
      "core_skills": [
        "emergency response management",
        "contract and vendor management",
        "network configuration",
        "network administration and maintenance"
      ],
      "nice_to_have": [
        "application development",
        "broadcast infrastructure design",
        "broadcast infrastructure installation",
        "broadcast infrastructure maintenance",
        "content delivery network operations",
        "content ingest operations",
        "master control room operations",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head baker": {
      "role_name": "head baker",
      "total_skills": 35,
      "core_skills": [
        "emergency response management",
        "learning and development",
        "data analytics",
        "crisis management",
        "quality assurance management",
        "systems thinking application",
        "people management",
        "food product marketing",
        "food safety and hygiene"
      ],
      "nice_to_have": [
        "loss and risk prevention management",
        "technology application and implementation",
        "system and work process improvement",
        "workforce diversity and inclusion",
        "service innovation management",
        "information and communication technology disaster recovery management",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "pastry preparation",
        "legislative and regulatory compliance",
        "bread preparation",
        "food science application",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "cost control and management",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head barista": {
      "role_name": "head barista",
      "total_skills": 55,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business planning",
        "crisis management",
        "data analytics"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "brand portfolio management",
        "risk compliance and governance",
        "people management",
        "systems thinking application",
        "business presentation delivery",
        "effectiveness management",
        "organisational strategising",
        "conflict resolution",
        "loss and risk prevention management",
        "food safety and hygiene",
        "food product marketing",
        "food and beverage visual merchandising presentation",
        "customer service excellence",
        "workforce diversity and inclusion",
        "business change assessment",
        "technology strategy design",
        "technology application and implementation",
        "cost control and management",
        "system and work process improvement",
        "sustainable food production design",
        "customer acquisition and relationship management",
        "service innovation management",
        "sales management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "productivity optimisation for food and beverages operations",
        "food and beverage service",
        "personal performance management",
        "e-commerce management",
        "emerging technology scanning",
        "non-alcoholic beverage preparation",
        "food and beverage equipment maintenance",
        "legislative and regulatory compliance",
        "food and beverage inventory management",
        "food and beverage quality audit and compliance",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "food and beverage recipe formulation",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head bartender": {
      "role_name": "head bartender",
      "total_skills": 55,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "budgeting",
        "learning and development",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "business planning",
        "crisis management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management",
        "systems thinking application",
        "business presentation delivery",
        "people management",
        "organisational strategising",
        "effectiveness management",
        "conflict resolution",
        "food product marketing",
        "food safety and hygiene",
        "loss and risk prevention management",
        "personal performance management",
        "productivity optimisation for food and beverages operations",
        "alcoholic beverage preparation",
        "sales management",
        "service innovation management",
        "system and work process improvement",
        "technology application and implementation",
        "technology strategy design",
        "workforce diversity and inclusion",
        "sustainable food production design",
        "food and beverage visual merchandising presentation",
        "non-alcoholic beverage preparation",
        "legislative and regulatory compliance",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "e-commerce management",
        "emerging technology scanning",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "food and beverage service",
        "food waste disposal and reduction",
        "information and communication technology disaster recovery management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head butler / butler manager / club floor manager": {
      "role_name": "head butler / butler manager / club floor manager",
      "total_skills": 34,
      "core_skills": [
        "innovation management",
        "change management",
        "customer experience management",
        "budgeting",
        "crisis management",
        "business continuity planning",
        "business planning",
        "workplace safety and health performance management",
        "business presentation delivery",
        "staff management"
      ],
      "nice_to_have": [
        "people and relationship management",
        "service coaching",
        "vision leadership",
        "service challenges",
        "productivity improvement",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "people development",
        "asset and inventory management",
        "people and performance management",
        "organisational relationship building",
        "dispute resolution",
        "loss and risk prevention management",
        "legal compliance management",
        "hospitality data collection and analysis",
        "environmental sustainability management",
        "service innovation culture",
        "customer feedback and relationship management",
        "customer challenges management",
        "club floor operations management",
        "technology adoption and innovation",
        "butler service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head chef": {
      "role_name": "head chef",
      "total_skills": 61,
      "core_skills": [
        "innovation management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "crisis management",
        "data analytics",
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management"
      ],
      "nice_to_have": [
        "systems thinking application",
        "people management",
        "effectiveness management",
        "conflict resolution",
        "organisational strategising",
        "food safety and hygiene",
        "food product marketing",
        "loss and risk prevention management",
        "specialty cuisine preparation and cooking",
        "service innovation management",
        "sales management",
        "sustainable food production design",
        "system and work process improvement",
        "malay dry-heat dish preparation and cooking",
        "technology application and implementation",
        "technology strategy design",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "western cold dish preparation",
        "western dry-heat dish preparation and cooking",
        "western moist-heat dish preparation and cooking",
        "workforce diversity and inclusion",
        "malay moist-heat dish preparation and cooking",
        "asian cold dish and dessert preparation",
        "halal certification compliance for food and beverages operations",
        "legislative and regulatory compliance",
        "information and communication technology disaster recovery management",
        "business change assessment",
        "chinese dry-heat dish preparation and cooking",
        "chinese moist-heat dish preparation and cooking",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "e-commerce management",
        "emerging technology scanning",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "food science application",
        "food waste disposal and reduction",
        "asian cuisine preparation and cooking",
        "indian dry-heat dish preparation and cooking",
        "indian moist-heat dish preparation and cooking",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head horticulturist": {
      "role_name": "head horticulturist",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "manpower planning",
        "strategy planning",
        "corporate governance",
        "knowledge management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "contract development and management",
        "strategy implementation",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "succession planning",
        "content writing and editing",
        "technology scanning",
        "accident and incident response management",
        "horticulture management",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions programme development",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head keeper / head aquarist": {
      "role_name": "head keeper / head aquarist",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "service excellence",
        "business continuity planning",
        "strategy planning",
        "manpower planning",
        "corporate governance",
        "knowledge management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "strategy implementation",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "succession planning",
        "technology scanning",
        "accident and incident response management",
        "crowd control and planning",
        "animal conditioning and enrichment",
        "attractions programme development",
        "attractions guest relations management",
        "animal transaction",
        "animal husbandry and nutrition",
        "animal habitat management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of branch management": {
      "role_name": "head of branch management",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning",
        "strategy planning",
        "customer experience management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer relationship management",
        "market profiling",
        "sales target management",
        "business risk assessment",
        "fraud risk management",
        "product advisory",
        "product performance management",
        "service challenges",
        "account management",
        "ethical culture",
        "standard operating procedures development",
        "compliance mindset development",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of business development": {
      "role_name": "head of business development",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "learning and development",
        "budgeting",
        "business planning",
        "data analytics",
        "business opportunities development",
        "continuous improvement management",
        "manpower planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "conflict management",
        "business performance management",
        "enterprise risk management",
        "project feasibility assessment",
        "market profiling",
        "demand analysis",
        "contract development and management",
        "networking",
        "organisational analysis",
        "business presentation delivery",
        "systems thinking application",
        "capital expenditure and investment evaluation",
        "data mining and modelling",
        "technology integration",
        "effectiveness management",
        "resource management",
        "product development",
        "solutions design thinking",
        "mergers and acquisition"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of business development - brokers": {
      "role_name": "head of business development - brokers",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "partnership management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "customer relationship management",
        "market profiling",
        "networking",
        "sales target management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of business development / head of distribution / head of channel / head of partnerships and affinity management": {
      "role_name": "head of business development / head of distribution / head of channel / head of partnerships and affinity management",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "strategy planning",
        "customer acquisition management"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "customer relationship management",
        "networking",
        "business risk assessment",
        "account management",
        "product advisory",
        "ethical culture",
        "channel management",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of business management": {
      "role_name": "head of business management",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "risk management",
        "sales target management",
        "business process re-engineering",
        "business requirements mapping",
        "disruption management",
        "regulatory compliance",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of capacity management": {
      "role_name": "head of capacity management",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "partnership management",
        "financial analysis",
        "business data analysis",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "cargo tracking system administration",
        "delivery management",
        "international trade legislation compliance",
        "bulk cargo administration",
        "cyber security",
        "dangerous goods management",
        "resource management",
        "risk control and response planning",
        "logistics operations research and planning",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of chartering": {
      "role_name": "head of chartering",
      "total_skills": 17,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence"
      ],
      "nice_to_have": [
        "networking",
        "risk compliance and governance",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "risk control and response planning",
        "chartering",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of claims": {
      "role_name": "head of claims",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "continuous improvement management",
        "corporate governance",
        "risk management",
        "customer experience management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "contract and vendor management",
        "data governance",
        "emerging technology synthesis",
        "business process re-engineering",
        "business requirements mapping",
        "fraud risk management",
        "ethical culture",
        "data collection and analysis",
        "insurance claims handling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of claims liaison": {
      "role_name": "head of claims liaison",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "customer experience management",
        "fraud risk management",
        "product advisory",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "insurance claims handling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of client implementation": {
      "role_name": "head of client implementation",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business performance management",
        "customer experience management",
        "account management",
        "business needs analysis",
        "business requirements mapping",
        "service challenges",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of client investment performance and reporting": {
      "role_name": "head of client investment performance and reporting",
      "total_skills": 16,
      "core_skills": [
        "continuous improvement management",
        "data governance",
        "business process re-engineering",
        "capital expenditure and investment evaluation",
        "benchmarking",
        "disruption management",
        "financial modelling"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "data collection and analysis",
        "ethical culture",
        "asset and liability management",
        "attribution analysis",
        "behavioural finance",
        "people performance management",
        "portfolio and investment risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of client management / head of account management": {
      "role_name": "head of client management / head of account management",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "continuous improvement management",
        "strategy planning",
        "business performance management",
        "customer experience management",
        "market profiling"
      ],
      "nice_to_have": [
        "customer relationship management",
        "quality assurance",
        "business needs analysis",
        "product advisory",
        "sales strategy",
        "service challenges",
        "account management",
        "ethical culture",
        "standard operating procedures development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of client service / client support services director": {
      "role_name": "head of client service / client support services director",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "technology application",
        "business process re-engineering",
        "quality assurance",
        "account management",
        "service challenges",
        "ethical culture",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of commodities trading": {
      "role_name": "head of commodities trading",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "demand analysis",
        "customer relationship management",
        "contract development and management",
        "networking",
        "organisational analysis",
        "business presentation delivery",
        "systems thinking application",
        "effectiveness management",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking",
        "commodities trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of compliance": {
      "role_name": "head of compliance",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "continuous improvement management",
        "strategy planning",
        "corporate governance"
      ],
      "nice_to_have": [
        "risk management",
        "technology application",
        "contract and vendor management",
        "regulatory compliance",
        "ethical culture",
        "data storytelling and visualisation",
        "policy implementation and revision",
        "data collection and analysis",
        "monitoring and surveillance",
        "regulatory and legal advisory",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "compliance mindset development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of content and experience development / senior curator": {
      "role_name": "head of content and experience development / senior curator",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "financial management",
        "learning and development",
        "budgeting",
        "service excellence",
        "strategy planning",
        "manpower planning"
      ],
      "nice_to_have": [
        "corporate governance",
        "business performance management",
        "technology application",
        "contract development and management",
        "strategy implementation",
        "intellectual property management",
        "risk management and administration",
        "organisational vision, mission and values formulation",
        "succession planning",
        "resource management",
        "technology scanning",
        "financial planning and analysis",
        "content writing and editing",
        "tourism and economic development",
        "attractions content and experience development and delivery",
        "product, content and experience performance management",
        "attractions guest relations management",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of credit": {
      "role_name": "head of credit",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "credit risk management",
        "business presentation delivery",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "resource management",
        "credit assessment",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of credit risk management": {
      "role_name": "head of credit risk management",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis",
        "technology application",
        "business risk assessment",
        "risk appetite and goals setting"
      ],
      "nice_to_have": [
        "credit risk management",
        "data collection and analysis",
        "data storytelling and visualisation",
        "environment and social governance",
        "ethical culture",
        "policy implementation and revision",
        "standard operating procedures development",
        "credit assessment",
        "data analytics and computational modelling",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of customer experience / head of user experience": {
      "role_name": "head of customer experience / head of user experience",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer experience management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "user experience design",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "product design and development",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of customer service": {
      "role_name": "head of customer service",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "customer experience management",
        "business performance management",
        "user experience design"
      ],
      "nice_to_have": [
        "market profiling",
        "quality assurance",
        "business process re-engineering",
        "business risk assessment",
        "service challenges",
        "regulatory compliance",
        "account management",
        "business requirements mapping",
        "ethical culture",
        "standard operating procedures development",
        "people performance management",
        "information technology application support and monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of data analytics": {
      "role_name": "head of data analytics",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "project management"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "data governance",
        "emerging technology synthesis",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "software configuration",
        "data analytics and computational modelling",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of data science and artificial intelligence": {
      "role_name": "head of data science and artificial intelligence",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "strategy planning",
        "performance management",
        "manpower planning",
        "business performance management",
        "data governance"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "organisational analysis",
        "strategy implementation",
        "business innovation",
        "business risk management",
        "business needs analysis",
        "people and performance management",
        "research",
        "sustainability management",
        "business continuity",
        "solution architecture",
        "software design",
        "self-learning systems",
        "computer vision technology",
        "quality standards",
        "data design",
        "pattern recognition systems",
        "business agility",
        "intelligent reasoning",
        "data strategy",
        "data ethics",
        "data engineering",
        "text analytics and processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of department": {
      "role_name": "head of department",
      "total_skills": 14,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "business continuity planning",
        "business planning"
      ],
      "nice_to_have": [
        "conflict management",
        "enterprise risk management",
        "organisational analysis",
        "risk appetite and goals setting",
        "workplace safety and health system management",
        "effectiveness management",
        "organisational strategising",
        "production resource management",
        "crisis situations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of derivatives trading": {
      "role_name": "head of derivatives trading",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning"
      ],
      "nice_to_have": [
        "conflict management",
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "demand analysis",
        "organisational analysis",
        "contract development and management",
        "business presentation delivery",
        "systems thinking application",
        "effectiveness management",
        "technology integration",
        "market risk management",
        "resource management",
        "derivatives trading management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of design production": {
      "role_name": "head of design production",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "contract development and management",
        "systems thinking",
        "emerging technology synthesis",
        "business risk management"
      ],
      "nice_to_have": [
        "design thinking practice",
        "technical drawing",
        "design standards and specification",
        "material studies and production processes",
        "aesthetic and design sensibility",
        "imagination and exploration",
        "digital and physical prototyping",
        "form giving",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "user testing and usability testing",
        "design sustainability and ethics management",
        "product and production engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of digital transformation": {
      "role_name": "head of digital transformation",
      "total_skills": 20,
      "core_skills": [
        "change management",
        "project management",
        "business planning",
        "continuous improvement management",
        "business environment analysis",
        "technology application",
        "user experience design"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "quality assurance",
        "product performance management",
        "benchmarking",
        "business needs analysis",
        "product design and development",
        "ethical culture",
        "data collection and analysis",
        "standard operating procedures development",
        "people performance management",
        "information technology application support and monitoring",
        "scenario planning and analysis",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of education and programmes": {
      "role_name": "head of education and programmes",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "market research",
        "financial management",
        "learning and development",
        "budgeting",
        "service excellence",
        "corporate governance",
        "manpower planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "business performance management",
        "technology application",
        "business data analysis",
        "strategy implementation",
        "succession planning",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "technology scanning",
        "resource management",
        "visual collaterals production",
        "financial planning and analysis",
        "content writing and editing",
        "attractions programme development",
        "product, content and experience performance management",
        "tourism and economic development",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of engineering": {
      "role_name": "head of engineering",
      "total_skills": 17,
      "core_skills": [
        "business negotiation",
        "business continuity management",
        "financial management",
        "budgeting",
        "crisis management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "systems integration",
        "technology integration",
        "risk control and response planning",
        "architecture design",
        "organisational strategy and policy realisation",
        "cyber security",
        "interface management",
        "port equipment maintenance",
        "innovation",
        "system configuration management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of financial crime compliance": {
      "role_name": "head of financial crime compliance",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "corporate governance",
        "strategy planning",
        "risk management"
      ],
      "nice_to_have": [
        "technology application",
        "regulatory compliance",
        "policy implementation and revision",
        "ethical culture",
        "data storytelling and visualisation",
        "data collection and analysis",
        "people performance management",
        "monitoring and surveillance",
        "regulatory and legal advisory",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "data analytics and computational modelling",
        "compliance mindset development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of infrastructure": {
      "role_name": "head of infrastructure",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "manpower planning",
        "strategy planning",
        "performance management",
        "partnership management",
        "business performance management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "project feasibility assessment",
        "organisational analysis",
        "networking",
        "emerging technology synthesis",
        "test planning",
        "business risk management",
        "business innovation",
        "strategy implementation",
        "contract management",
        "business needs analysis",
        "sustainability management",
        "security architecture",
        "audit and compliance",
        "it strategy",
        "it standards",
        "infrastructure strategy",
        "enterprise architecture",
        "disaster recovery management",
        "cyber and data breach incident management",
        "cloud computing",
        "it governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of innovation and process excellence": {
      "role_name": "head of innovation and process excellence",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "learning and development",
        "business opportunities development",
        "continuous improvement management",
        "business performance management",
        "technology application"
      ],
      "nice_to_have": [
        "business environment analysis",
        "networking",
        "emerging technology synthesis",
        "contract and vendor management",
        "product management",
        "business process re-engineering",
        "disruption management",
        "data mining and modelling",
        "business requirements mapping",
        "benchmarking",
        "ethical culture",
        "product design and development",
        "information technology application support and monitoring",
        "data analytics and computational modelling",
        "mergers and acquisitions management",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of it audit": {
      "role_name": "head of it audit",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "data analytics",
        "manpower planning",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "partnership management",
        "data governance",
        "networking",
        "process improvement and optimisation",
        "business risk management",
        "security governance",
        "sustainability management",
        "people and performance management",
        "quality standards",
        "it strategy",
        "it standards",
        "it governance",
        "audit and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of know your customer / customer due diligence / head of client lifecycle": {
      "role_name": "head of know your customer / customer due diligence / head of client lifecycle",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "data governance"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "service challenges",
        "ethical culture",
        "policy implementation and revision",
        "compliance mindset development",
        "corporate and business law application",
        "customer acceptance checking and onboarding",
        "people performance management",
        "regulatory and legal advisory",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of legal": {
      "role_name": "head of legal",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "crisis management"
      ],
      "nice_to_have": [
        "strategy planning",
        "corporate governance",
        "risk management",
        "technology application",
        "contract and vendor management",
        "regulatory risk assessment",
        "policy implementation and revision",
        "research and information synthesis",
        "ethical culture",
        "legal drafting and writing",
        "regulatory and legal advisory",
        "corporate and business law application",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of marine claims": {
      "role_name": "head of marine claims",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "continuous improvement management",
        "corporate governance",
        "performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "business environment analysis",
        "contract and vendor management",
        "data governance",
        "business process re-engineering",
        "business requirements mapping",
        "technology integration",
        "cyber security",
        "ethical culture",
        "risk control and response planning",
        "marine insurance claims handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of market and liquidity risk management": {
      "role_name": "head of market and liquidity risk management",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "business continuity planning",
        "strategy planning",
        "technology application",
        "business environment analysis"
      ],
      "nice_to_have": [
        "business risk assessment",
        "risk appetite and goals setting",
        "standard operating procedures development",
        "policy implementation and revision",
        "market risk management",
        "ethical culture",
        "data storytelling and visualisation",
        "data collection and analysis",
        "people performance management",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "asset and liability management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of marketing": {
      "role_name": "head of marketing",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "business planning",
        "data analytics",
        "service excellence",
        "conflict management",
        "strategy planning",
        "manpower planning",
        "customer experience management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer acquisition management",
        "marketing campaign management",
        "vendor management",
        "enterprise risk management",
        "market profiling",
        "digital marketing",
        "networking",
        "organisational analysis",
        "customer relationship management",
        "brand portfolio management",
        "e-commerce campaign management",
        "business presentation delivery",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "social media management",
        "technology integration",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of marketing / marketing director": {
      "role_name": "head of marketing / marketing director",
      "total_skills": 14,
      "core_skills": [
        "market research",
        "business negotiation",
        "customer experience management",
        "customer behaviour analysis",
        "brand management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "pricing strategy",
        "integrated marketing",
        "market evaluation",
        "market intelligence",
        "marketing strategy",
        "business insights",
        "community development",
        "content marketing strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of network planning": {
      "role_name": "head of network planning",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business opportunities development",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business performance management",
        "project feasibility assessment",
        "contract and vendor management",
        "demand analysis",
        "networking",
        "systems thinking application",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "shipping network operations management",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of operational risk management": {
      "role_name": "head of operational risk management",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business continuity planning",
        "crisis management",
        "corporate governance"
      ],
      "nice_to_have": [
        "strategy planning",
        "technology application",
        "business risk assessment",
        "risk appetite and goals setting",
        "ethical culture",
        "operational risk management",
        "policy implementation and revision",
        "security governance",
        "data storytelling and visualisation",
        "standard operating procedures development",
        "data collection and analysis",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of operations": {
      "role_name": "head of operations",
      "total_skills": 54,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "innovation management",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "business performance management",
        "emergency response management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "manpower planning",
        "conflict management",
        "quality assurance management",
        "risk management",
        "enterprise risk management"
      ],
      "nice_to_have": [
        "vendor management",
        "technology application",
        "customer relationship management",
        "contract development and management",
        "emerging technology synthesis",
        "contract and vendor management",
        "organisational analysis",
        "data governance",
        "business process re-engineering",
        "quality assurance",
        "systems thinking application",
        "business presentation delivery",
        "international trade legislation compliance",
        "effectiveness management",
        "technology integration",
        "cargo tracking system administration",
        "data mining and modelling",
        "delivery management",
        "import and export documentation administration",
        "regulatory compliance",
        "inventory control",
        "ethical culture",
        "policy implementation and revision",
        "freight and cargo claim administration",
        "order fulfilment administration",
        "standard operating procedures development",
        "operational risk management",
        "cargo receipt and inspection",
        "cargo issuance and dispatch",
        "hazards and risk identification and management",
        "trade finance management",
        "resource management",
        "people performance management",
        "operations risk management",
        "solutions design thinking",
        "collateral management",
        "trade processing, fund settlement and treasury transaction processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of operations and support": {
      "role_name": "head of operations and support",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "learning and development",
        "budgeting",
        "manpower planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "performance management",
        "networking",
        "test planning",
        "business needs analysis",
        "contract management",
        "database administration",
        "system integration",
        "sustainability management",
        "applications integration",
        "people and performance management",
        "procurement",
        "business continuity",
        "quality standards",
        "problem management",
        "disaster recovery management",
        "cyber and data breach incident management",
        "data centre facilities management",
        "data engineering",
        "it strategy",
        "infrastructure strategy",
        "applications development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of operations risk and control": {
      "role_name": "head of operations risk and control",
      "total_skills": 16,
      "core_skills": [
        "business continuity planning",
        "risk management",
        "data governance",
        "business risk assessment",
        "risk appetite and goals setting",
        "disruption management",
        "fraud risk management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "ethical culture",
        "operational risk management",
        "security governance",
        "data analytics and computational modelling",
        "monitoring and surveillance",
        "people performance management",
        "regulatory and legal advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of pilotage": {
      "role_name": "head of pilotage",
      "total_skills": 17,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "financial management",
        "business continuity management",
        "learning and development",
        "business planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "financial analysis",
        "networking",
        "risk compliance and governance",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "employee relations",
        "pilotage emergencies",
        "pilotage planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of placement": {
      "role_name": "head of placement",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "business opportunities development"
      ],
      "nice_to_have": [
        "strategy planning",
        "business performance management",
        "customer experience management",
        "market profiling",
        "business needs analysis",
        "product advisory",
        "ethical culture",
        "market risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of port business development / operations": {
      "role_name": "head of port business development / operations",
      "total_skills": 12,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "business continuity management",
        "financial management"
      ],
      "nice_to_have": [
        "crisis management",
        "networking",
        "risk compliance and governance",
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "risk control and response planning",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of portfolio management": {
      "role_name": "head of portfolio management",
      "total_skills": 20,
      "core_skills": [
        "change management",
        "risk management",
        "customer acquisition management",
        "customer experience management",
        "business environment analysis",
        "customer relationship management"
      ],
      "nice_to_have": [
        "pricing strategy",
        "account management",
        "regulatory compliance",
        "product advisory",
        "data storytelling and visualisation",
        "environment and social governance",
        "ethical culture",
        "people performance management",
        "deal syndication and arrangement",
        "market research and analysis",
        "attribution analysis",
        "client investment suitability",
        "behavioural finance",
        "trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of procurement / head of sourcing": {
      "role_name": "head of procurement / head of sourcing",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "manpower planning",
        "conflict management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "business performance management",
        "vendor management",
        "enterprise risk management",
        "contract development and management",
        "networking",
        "organisational analysis",
        "systems thinking application",
        "business presentation delivery",
        "technology integration",
        "effectiveness management",
        "inventory control",
        "data mining and modelling",
        "procurement management",
        "resource management",
        "order fulfilment administration",
        "supplier sourcing",
        "solutions design thinking",
        "operations risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product": {
      "role_name": "head of product",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "manpower planning",
        "performance management",
        "business development",
        "business performance management",
        "customer experience management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "networking",
        "demand analysis",
        "emerging technology synthesis",
        "user experience design",
        "pricing strategy",
        "product management",
        "design thinking practice",
        "business innovation",
        "user interface design",
        "business needs analysis",
        "design concepts generation",
        "strategy implementation",
        "user testing and usability testing",
        "people and performance management",
        "business requirements mapping",
        "portfolio management",
        "system integration",
        "business agility",
        "quality standards",
        "automation management in product development",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product analytics": {
      "role_name": "head of product analytics",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "learning and development",
        "data analytics",
        "business development",
        "performance management",
        "manpower planning"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "networking",
        "data governance",
        "business innovation",
        "design thinking practice",
        "business needs analysis",
        "business requirements mapping",
        "people and performance management",
        "quality standards",
        "artificial intelligence application in product development",
        "data visualisation and storyboarding",
        "automation management in product development",
        "data ethics",
        "data engineering",
        "data design",
        "data strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product design": {
      "role_name": "head of product design",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "manpower planning",
        "business development",
        "customer experience management",
        "partnership management",
        "business environment analysis",
        "user experience design"
      ],
      "nice_to_have": [
        "demand analysis",
        "emerging technology synthesis",
        "networking",
        "brand management",
        "process improvement and optimisation",
        "business innovation",
        "design thinking practice",
        "product management",
        "user interface design",
        "test planning",
        "business needs analysis",
        "business requirements mapping",
        "design concepts generation",
        "user testing and usability testing",
        "people and performance management",
        "solution architecture",
        "quality standards",
        "narrative design in product development",
        "automation management in product development",
        "business agility",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product desk / head of product sales": {
      "role_name": "head of product desk / head of product sales",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "business performance management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "pricing strategy",
        "product management",
        "business needs analysis",
        "product advisory",
        "product performance management",
        "ethical culture",
        "product design and development",
        "channel management",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product management": {
      "role_name": "head of product management",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "business environment analysis",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "market profiling",
        "pricing strategy",
        "product management",
        "quality assurance",
        "business risk assessment",
        "product advisory",
        "product performance management",
        "regulatory compliance",
        "ethical culture",
        "product design and development",
        "market research and analysis",
        "demand and supply analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product marketing": {
      "role_name": "head of product marketing",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "budgeting",
        "strategy planning",
        "business environment analysis"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "digital marketing",
        "market profiling",
        "networking",
        "business risk assessment",
        "product performance management",
        "sales strategy",
        "ethical culture",
        "demand and supply analysis",
        "people performance management",
        "product marketing and branding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of product origination and structuring": {
      "role_name": "head of product origination and structuring",
      "total_skills": 27,
      "core_skills": [
        "risk management",
        "customer acquisition management",
        "customer experience management",
        "business environment analysis",
        "financial analysis",
        "customer relationship management",
        "capital expenditure and investment evaluation",
        "product management",
        "pricing strategy",
        "regulatory compliance",
        "product performance management"
      ],
      "nice_to_have": [
        "product advisory",
        "financial modelling",
        "account management",
        "environment and social governance",
        "product design and development",
        "ethical culture",
        "behavioural finance",
        "financial statements review",
        "market research and analysis",
        "people performance management",
        "price stabilisation",
        "deal syndication and arrangement",
        "customer acceptance checking and onboarding",
        "client investment suitability",
        "capital management",
        "book building"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of projects / head of products": {
      "role_name": "head of projects / head of products",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "emerging technology synthesis",
        "systems thinking",
        "contract development and management"
      ],
      "nice_to_have": [
        "design thinking practice",
        "business presentation delivery",
        "business risk management",
        "product management",
        "intellectual property management",
        "design standards and specification",
        "imagination and exploration",
        "aesthetic and design sensibility",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "user testing and usability testing",
        "empathetic design",
        "behavioural economics in design",
        "design sustainability and ethics management",
        "cultural sensitivity for design",
        "proposal writing development",
        "scenario and strategic planning",
        "business model innovation",
        "trend forecasting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of quality": {
      "role_name": "head of quality",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "learning and development",
        "performance management",
        "strategy planning",
        "manpower planning",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "networking",
        "process improvement and optimisation",
        "quality assurance",
        "product management",
        "process validation",
        "test planning",
        "business needs analysis",
        "people and performance management",
        "failure analysis",
        "software testing",
        "problem management",
        "agile software development",
        "quality engineering",
        "quality standards",
        "software design",
        "business agility",
        "applications development",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of quality & risk": {
      "role_name": "head of quality & risk",
      "total_skills": 38,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "manpower planning",
        "performance management",
        "strategy planning",
        "business performance management",
        "partnership management",
        "risk compliance and governance",
        "data governance",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "systems thinking",
        "networking",
        "quality assurance",
        "process improvement and optimisation",
        "product management",
        "process validation",
        "test planning",
        "business risk management",
        "business needs analysis",
        "business requirements mapping",
        "people and performance management",
        "software testing",
        "problem management",
        "risk and crisis management",
        "business agility",
        "business continuity",
        "software design",
        "quality standards",
        "applications development",
        "quality engineering",
        "data ethics",
        "product risk assessment",
        "product risk analytics",
        "internal controls in product development",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of regulations and trade controls": {
      "role_name": "head of regulations and trade controls",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "manpower planning",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "risk compliance and governance",
        "systems thinking application",
        "business presentation delivery",
        "regulatory risk assessment",
        "international trade legislation compliance",
        "internal controls",
        "fraud risk management",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of reserving and pricing actuarial": {
      "role_name": "head of reserving and pricing actuarial",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "corporate governance",
        "business performance management",
        "business risk assessment",
        "pricing strategy"
      ],
      "nice_to_have": [
        "business requirements mapping",
        "data mining and modelling",
        "financial modelling",
        "regulatory compliance",
        "ethical culture",
        "valuation",
        "data analytics and computational modelling",
        "people performance management",
        "regulatory and legal advisory",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of risk": {
      "role_name": "head of risk",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "business planning",
        "conflict management",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "risk compliance and governance",
        "systems thinking application",
        "business presentation delivery",
        "regulatory risk assessment",
        "data mining and modelling",
        "fraud risk management",
        "effectiveness management",
        "internal controls",
        "technology integration",
        "hazards and risk identification and management",
        "resource management",
        "market risk management",
        "operations risk management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of risk analytics / head of compliance analytics": {
      "role_name": "head of risk analytics / head of compliance analytics",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "project management",
        "strategy planning"
      ],
      "nice_to_have": [
        "technology application",
        "business risk assessment",
        "business requirements mapping",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "software configuration",
        "data analytics and computational modelling",
        "people performance management",
        "risk analytics",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of risk strategy": {
      "role_name": "head of risk strategy",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "crisis management",
        "corporate governance",
        "strategy planning",
        "risk management"
      ],
      "nice_to_have": [
        "technology application",
        "business risk assessment",
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "people performance management",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of sales": {
      "role_name": "head of sales",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "innovation management",
        "learning and development",
        "budgeting",
        "change management",
        "manpower planning",
        "project management",
        "strategy planning",
        "customer experience management",
        "business performance management",
        "networking",
        "business opportunities development",
        "data analytics",
        "continuous improvement management",
        "business planning"
      ],
      "nice_to_have": [
        "service excellence",
        "business development",
        "conflict management",
        "customer acquisition management",
        "partnership management",
        "enterprise risk management",
        "customer relationship management",
        "market profiling",
        "contract development and management",
        "organisational analysis",
        "sales target management",
        "business presentation delivery",
        "systems thinking application",
        "pricing strategy",
        "product management",
        "sales strategy",
        "account management",
        "product advisory",
        "effectiveness management",
        "contract management",
        "consumer intelligence analysis",
        "business needs analysis",
        "technology integration",
        "resource management",
        "sales channel management",
        "people and performance management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of sales / sales director": {
      "role_name": "head of sales / sales director",
      "total_skills": 11,
      "core_skills": [
        "business negotiation",
        "business development",
        "partnership management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "pricing strategy",
        "account management",
        "sales strategy",
        "content distribution",
        "market intelligence",
        "business insights",
        "media distribution platform management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of sales and distribution / head of coverage": {
      "role_name": "head of sales and distribution / head of coverage",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "customer acquisition management",
        "customer relationship management"
      ],
      "nice_to_have": [
        "networking",
        "sales target management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "channel management",
        "customer acceptance checking and onboarding",
        "people performance management",
        "proposal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of segments": {
      "role_name": "head of segments",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management",
        "partnership management",
        "business environment analysis",
        "customer behaviour analysis",
        "customer relationship management"
      ],
      "nice_to_have": [
        "digital marketing",
        "market profiling",
        "business risk assessment",
        "account management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "market research and analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of software engineering": {
      "role_name": "head of software engineering",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "manpower planning",
        "budgeting",
        "change management",
        "performance management",
        "strategy planning",
        "business performance management",
        "partnership management",
        "business negotiation"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "business innovation",
        "strategy implementation",
        "product management",
        "business environment analysis",
        "business needs analysis",
        "people and performance management",
        "organisational analysis",
        "test planning",
        "applications integration",
        "enterprise architecture",
        "quality standards",
        "business requirements mapping",
        "agile software development",
        "it strategy",
        "infrastructure design",
        "software design",
        "software testing",
        "solution architecture",
        "applications development",
        "system integration",
        "agile coaching",
        "continuous integration and continuous deployment",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of strategy": {
      "role_name": "head of strategy",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "business opportunities development",
        "systems thinking",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "contract development and management",
        "product management",
        "design thinking practice",
        "intellectual property management",
        "business risk management",
        "business presentation delivery",
        "creative entrepreneurship",
        "data analysis and interpretation",
        "conceptual thinking",
        "imagination and exploration",
        "critical thinking",
        "scenario and strategic planning",
        "proposal writing development",
        "behavioural economics in design",
        "facilitation",
        "empathetic design",
        "business model innovation",
        "cultural sensitivity for design",
        "design sustainability and ethics management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of strategy / head of investment strategy": {
      "role_name": "head of strategy / head of investment strategy",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis"
      ],
      "nice_to_have": [
        "financial analysis",
        "benchmarking",
        "business needs analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "research and information synthesis",
        "data analytics and computational modelling",
        "market research and analysis",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of strategy and analysis": {
      "role_name": "head of strategy and analysis",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "business performance management",
        "demand analysis"
      ],
      "nice_to_have": [
        "market profiling",
        "networking",
        "organisational analysis",
        "business data analysis",
        "business presentation delivery",
        "systems thinking application",
        "benchmarking",
        "technology integration",
        "data mining and modelling",
        "risk control and response planning",
        "cyber security",
        "solution design thinking",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of technology, information and cybersecurity risk management": {
      "role_name": "head of technology, information and cybersecurity risk management",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "business continuity planning",
        "crisis management",
        "strategy planning",
        "risk management",
        "technology application",
        "data governance"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "contract and vendor management",
        "business risk assessment",
        "risk appetite and goals setting",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "data collection and analysis",
        "security governance",
        "cybersecurity",
        "standard operating procedures development",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of trade finance": {
      "role_name": "head of trade finance",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning",
        "conflict management",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "business presentation delivery",
        "systems thinking application",
        "import and export documentation administration",
        "international trade legislation compliance",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "resource management",
        "trade finance management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of trade management": {
      "role_name": "head of trade management",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "contract and vendor management",
        "demand analysis",
        "market profiling",
        "networking",
        "systems thinking application",
        "pricing strategy",
        "business presentation delivery",
        "benchmarking",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "shipping trade management",
        "solution design thinking",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of trading desk / head of trading floor / head of dealing / head of execution": {
      "role_name": "head of trading desk / head of trading floor / head of dealing / head of execution",
      "total_skills": 18,
      "core_skills": [
        "emerging technology synthesis",
        "financial analysis",
        "regulatory compliance",
        "ethical culture",
        "standard operating procedures development",
        "block trading",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing",
        "technical analysis"
      ],
      "nice_to_have": [
        "qualitative analysis",
        "people performance management",
        "post trade monitoring and risk and capital management",
        "client investment suitability",
        "market research and analysis",
        "market liquidity and counterparty matching",
        "electronic trading system management",
        "data analytics and computational modelling",
        "trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of transformation": {
      "role_name": "head of transformation",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "systems thinking",
        "user experience design"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "design thinking practice",
        "business presentation delivery",
        "imagination and exploration",
        "user testing and usability testing",
        "design creation and development",
        "critical thinking",
        "creative entrepreneurship",
        "conceptual thinking",
        "scenario and strategic planning",
        "trend forecasting",
        "business model innovation",
        "qualitative research",
        "proposal writing development",
        "facilitation",
        "data and information visualisation",
        "cultural sensitivity for design",
        "empathetic design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of treasury": {
      "role_name": "head of treasury",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "business planning",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "financial management",
        "continuous improvement management",
        "manpower planning",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "business performance management",
        "enterprise risk management",
        "treasury management",
        "organisational analysis",
        "credit risk management",
        "capital expenditure and investment evaluation",
        "business presentation delivery",
        "systems thinking application",
        "data mining and modelling",
        "regulatory risk assessment",
        "effectiveness management",
        "regulatory compliance",
        "internal controls",
        "technology integration",
        "market risk management",
        "resource management",
        "accounting standards",
        "macroeconomic analysis",
        "audit compliance",
        "corporate and business law",
        "capital raising",
        "business acumen",
        "financial reporting",
        "management decision making",
        "professional and business ethics",
        "professional scepticism and judgment",
        "professional standards",
        "digital technology environment scanning",
        "solutions design thinking",
        "cash flow management",
        "business innovation and improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of trust administration": {
      "role_name": "head of trust administration",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "regulatory compliance",
        "service challenges",
        "ethical culture",
        "corporate and business law application",
        "customer acceptance checking and onboarding",
        "market specialisation",
        "people performance management",
        "trust structuring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of underwriting": {
      "role_name": "head of underwriting",
      "total_skills": 19,
      "core_skills": [
        "business negotiation",
        "continuous improvement management",
        "business performance management",
        "customer experience management",
        "business environment analysis",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "performance management",
        "quality assurance",
        "regulatory compliance",
        "underwriting process",
        "policy implementation and revision",
        "ethical culture",
        "credit risk management",
        "business presentation delivery",
        "fraud risk management",
        "cyber security",
        "people performance management",
        "marine insurance underwriting profitability and efficiency management",
        "underwriting profitability and efficiency management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of vessel operations / director of operations": {
      "role_name": "head of vessel operations / director of operations",
      "total_skills": 11,
      "core_skills": [
        "service excellence",
        "networking",
        "risk compliance and governance",
        "business data analysis"
      ],
      "nice_to_have": [
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "innovation",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of vessel stowage": {
      "role_name": "head of vessel stowage",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "risk compliance and governance",
        "process improvement and optimisation",
        "quality assurance"
      ],
      "nice_to_have": [
        "international trade legislation compliance",
        "bulk cargo administration",
        "cyber security",
        "dangerous goods management",
        "resource management",
        "cargo handling and stowage",
        "documentation and administration",
        "logistics operations research and planning",
        "ship operations",
        "stowage load planning",
        "time-sensitive cargo delivery management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head of wealth planning / director of wealth planning": {
      "role_name": "head of wealth planning / director of wealth planning",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business opportunities development",
        "business planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "risk management",
        "business environment analysis",
        "networking",
        "product advisory",
        "ethical culture",
        "market specialisation",
        "people performance management",
        "trust structuring",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head scriptwriter": {
      "role_name": "head scriptwriter",
      "total_skills": 4,
      "core_skills": [
        "narrative design",
        "concept creation"
      ],
      "nice_to_have": [
        "creative storytelling",
        "scriptwriting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head sommelier / sommelier": {
      "role_name": "head sommelier / sommelier",
      "total_skills": 55,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "business planning",
        "crisis management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management",
        "systems thinking application",
        "people management",
        "business presentation delivery",
        "effectiveness management",
        "conflict resolution",
        "organisational strategising",
        "food product marketing",
        "food safety and hygiene",
        "loss and risk prevention management",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "alcoholic beverage preparation",
        "sales management",
        "service innovation management",
        "sustainable food production design",
        "technology application and implementation",
        "technology strategy design",
        "wine service",
        "workforce diversity and inclusion",
        "system and work process improvement",
        "food and beverage visual merchandising presentation",
        "legislative and regulatory compliance",
        "e-commerce management",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "emerging technology scanning",
        "information and communication technology disaster recovery management",
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "food and beverage service",
        "food waste disposal and reduction",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, employee experience and relations": {
      "role_name": "head, employee experience and relations",
      "total_skills": 28,
      "core_skills": [
        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "business acumen",
        "stakeholder engagement and management",
        "operational excellence",
        "labour relations management",
        "human resource service quality management",
        "organisational strategy development"
      ],
      "nice_to_have": [
        "organisational diagnosis",
        "organisational culture development",
        "organisational change management",
        "human resource strategy formulation",
        "human resource practices implementation",
        "conduct and behaviour management",
        "human resource policies and legislation framework management",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "health and wellness programme management",
        "financial acumen",
        "employer branding",
        "employee relationship management",
        "employee engagement management",
        "employee communication management",
        "diversity and inclusion management",
        "workplace optimisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, hr business partner": {
      "role_name": "head, hr business partner",
      "total_skills": 33,
      "core_skills": [
        "project management",
        "performance management",
        "risk management",
        "technology integration",
        "succession planning",
        "business acumen",
        "organisational design",
        "stakeholder engagement and management",
        "skills framework adoption",
        "selection management",
        "operational excellence"
      ],
      "nice_to_have": [
        "human resource digitalisation",
        "human resource practices implementation",
        "total rewards philosophy development",
        "diversity and inclusion management",
        "employee communication management",
        "strategic workforce planning",
        "employee engagement management",
        "employee mobility management",
        "employee relationship management",
        "employer branding",
        "financial acumen",
        "human resource advisory",
        "organisational strategy development",
        "organisational diagnosis",
        "human resource analytics and insights",
        "organisational culture development",
        "organisational change management",
        "conduct and behaviour management",
        "involuntary exit management",
        "human resource strategy formulation",
        "human resource service quality management",
        "voluntary exit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, learning and organisation development": {
      "role_name": "head, learning and organisation development",
      "total_skills": 30,
      "core_skills": [
        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "operational excellence",
        "stakeholder engagement and management",
        "skills framework adoption",
        "organisational design",
        "business acumen",
        "leadership development"
      ],
      "nice_to_have": [
        "competency framework development",
        "organisational culture development",
        "strategic workforce planning",
        "career framework design",
        "diversity and inclusion management",
        "employee communication management",
        "organisational strategy development",
        "organisational diagnosis",
        "financial acumen",
        "human resource analytics and insights",
        "human resource digitalisation",
        "human resource advisory",
        "learning and development strategy",
        "learning and development programme management",
        "career coaching",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "organisational change management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, operations and technology": {
      "role_name": "head, operations and technology",
      "total_skills": 23,
      "core_skills": [
        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "stakeholder engagement and management",
        "skills framework adoption",
        "organisational design"
      ],
      "nice_to_have": [
        "operational excellence",
        "business acumen",
        "human resource service quality management",
        "human resource strategy formulation",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "organisational change management",
        "organisational culture development",
        "human resource digitalisation",
        "organisational diagnosis",
        "organisational strategy development",
        "human resource analytics and insights",
        "human resource advisory",
        "financial acumen",
        "diversity and inclusion management",
        "human resource systems management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, operations control centre": {
      "role_name": "head, operations control centre",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "continuous improvement management",
        "business continuity planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "report writing",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "security management",
        "workplace and facilities safety management",
        "track access management",
        "rail operations control management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail incident management",
        "rail emergency response management",
        "manpower planning and deployment",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, performance and rewards": {
      "role_name": "head, performance and rewards",
      "total_skills": 31,
      "core_skills": [
        "project management",
        "performance management",
        "risk management",
        "data governance",
        "technology integration",
        "operational excellence",
        "business acumen",
        "organisational design",
        "benefits management",
        "skills framework adoption"
      ],
      "nice_to_have": [
        "stakeholder engagement and management",
        "compensation management",
        "organisational strategy development",
        "organisational diagnosis",
        "strategic workforce planning",
        "organisational culture development",
        "organisational change management",
        "human resource service quality management",
        "human resource strategy formulation",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "health and wellness programme management",
        "financial acumen",
        "executive remuneration management",
        "employee mobility management",
        "employee communication management",
        "diversity and inclusion management",
        "total rewards philosophy development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, talent attraction": {
      "role_name": "head, talent attraction",
      "total_skills": 30,
      "core_skills": [
        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "operational excellence",
        "stakeholder engagement and management",
        "skills framework adoption",
        "selection management",
        "recruitment channel management",
        "organisational design"
      ],
      "nice_to_have": [
        "business acumen",
        "human resource policies and legislation framework management",
        "organisational strategy development",
        "strategic workforce planning",
        "diversity and inclusion management",
        "employee communication management",
        "employee mobility management",
        "employer branding",
        "financial acumen",
        "human resource advisory",
        "human resource analytics and insights",
        "human resource practices implementation",
        "organisational culture development",
        "organisational change management",
        "human resource digitalisation",
        "onboarding",
        "contingent workforce management",
        "human resource strategy formulation",
        "human resource service quality management",
        "industry networking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, talent management": {
      "role_name": "head, talent management",
      "total_skills": 37,
      "core_skills": [
        "project management",
        "performance management",
        "risk management",
        "data governance",
        "technology integration",
        "talent management",
        "succession planning",
        "business acumen",
        "operational excellence",
        "talent capability assessment",
        "stakeholder engagement and management",
        "skills framework adoption",
        "organisational design"
      ],
      "nice_to_have": [
        "leadership development",
        "competency framework development",
        "human resource practices implementation",
        "human resource advisory",
        "career framework design",
        "contingent workforce management",
        "diversity and inclusion management",
        "strategic workforce planning",
        "employee communication management",
        "employee mobility management",
        "financial acumen",
        "retirement and re-employment management",
        "human resource analytics and insights",
        "human resource service quality management",
        "organisational strategy development",
        "organisational diagnosis",
        "human resource digitalisation",
        "organisational culture development",
        "organisational change management",
        "human resource policies and legislation framework management",
        "career coaching",
        "involuntary exit management",
        "human resource strategy formulation",
        "voluntary exit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "head, train operations / head, station operations / head, passenger services": {
      "role_name": "head, train operations / head, station operations / head, passenger services",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "service excellence",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business continuity planning",
        "strategy planning",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "workplace and facilities safety management",
        "train station operations management",
        "rail incident management",
        "security management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail emergency response management",
        "manpower planning and deployment",
        "crowd management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "health, safety and environmental coordinator": {
      "role_name": "health, safety and environmental coordinator",
      "total_skills": 8,
      "core_skills": [
        "risk management and administration",
        "dangerous goods management",
        "cargo security control",
        "environmental protection management"
      ],
      "nice_to_have": [
        "hazardous materials identification system (hmis) administration",
        "warehouse facility management",
        "warehouse facility security control",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "health, safety and environmental manager": {
      "role_name": "health, safety and environmental manager",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "change management"
      ],
      "nice_to_have": [
        "financial management",
        "process improvement and optimisation",
        "risk management and administration",
        "dangerous goods management",
        "cargo security control",
        "environmental protection management",
        "hazardous materials identification system (hmis) administration",
        "warehouse facility management",
        "warehouse facility security control",
        "warehouse maintenance and housekeeping",
        "warehouse performance measurement",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "health, safety and environmental officer": {
      "role_name": "health, safety and environmental officer",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "risk management and administration",
        "dangerous goods management",
        "cargo security control",
        "environmental protection management",
        "hazardous materials identification system (hmis) administration",
        "warehouse facility management",
        "warehouse facility security control",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "healthcare assistant / basic care assistant / nursing aide": {
      "role_name": "healthcare assistant / basic care assistant / nursing aide",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "emergency care management in nursing",
        "infection prevention and control in nursing practice"
      ],
      "nice_to_have": [
        "inter-professional collaboration",
        "medication management in nursing",
        "mobility and ambulation assistance in nursing",
        "effective communication in nursing",
        "nutrition and fluids management in nursing",
        "patient care delivery in nursing",
        "patient empowerment on self-care",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "respiratory care in nursing",
        "service quality management",
        "nursing care for the deceased"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "helmsman": {
      "role_name": "helmsman",
      "total_skills": 9,
      "core_skills": [
        "cyber security",
        "chartwork",
        "fire prevention and fire-fighting",
        "personal survival techniques",
        "ship medical care",
        "ship mooring, anchoring and securing operations"
      ],
      "nice_to_have": [
        "ship security",
        "steering and helmsmanship",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "horticulturist": {
      "role_name": "horticulturist",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "knowledge management",
        "technology application"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "contract development and management",
        "strategy implementation",
        "risk management and administration",
        "content writing and editing",
        "technology scanning",
        "accident and incident response management",
        "horticulture management",
        "crowd control and planning",
        "attractions guest relations management",
        "attractions programme development",
        "volunteer management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "host / hostess / crew leader": {
      "role_name": "host / hostess / crew leader",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "emergency response management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "food safety and hygiene",
        "cost control and management",
        "halal certification compliance for food and beverages operations",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "legislative and regulatory compliance",
        "food waste disposal and reduction",
        "customer data analysis",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hotel manager / resident manager / executive assistant manager": {
      "role_name": "hotel manager / resident manager / executive assistant manager",
      "total_skills": 28,
      "core_skills": [
        "innovation management",
        "change management",
        "budgeting",
        "crisis management",
        "business continuity planning",
        "corporate governance",
        "enterprise risk management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "vision leadership",
        "business relationship building",
        "service planning and implementation",
        "service leadership",
        "service information and results",
        "resource management",
        "dispute resolution",
        "people development",
        "people and performance management",
        "business ethics and values management",
        "organisational relationship building",
        "organisation representative",
        "service innovation culture",
        "technology adoption and innovation",
        "legal compliance management",
        "work-life harmony",
        "property operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "housekeeping attendant / room attendant / public area attendant": {
      "role_name": "housekeeping attendant / room attendant / public area attendant",
      "total_skills": 11,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health performance management",
        "people and relationship management"
      ],
      "nice_to_have": [
        "productivity improvement",
        "room housekeeping operations management",
        "service planning and implementation",
        "threat observation",
        "customer challenges management",
        "public areas housekeeping operations management",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "housekeeping coordinator": {
      "role_name": "housekeeping coordinator",
      "total_skills": 13,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health performance management",
        "people and relationship management",
        "productivity improvement"
      ],
      "nice_to_have": [
        "service challenges",
        "service innovation",
        "service planning and implementation",
        "threat observation",
        "asset and inventory management",
        "customer challenges management",
        "room housekeeping operations management",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hr business partner / hr manager": {
      "role_name": "hr business partner / hr manager",
      "total_skills": 36,
      "core_skills": [
        "project management",
        "performance management",
        "risk management",
        "technology integration",
        "succession planning",
        "benefits management",
        "operational excellence",
        "organisational design",
        "selection management",
        "skills framework adoption",
        "stakeholder engagement and management",
        "compensation management",
        "business acumen"
      ],
      "nice_to_have": [
        "strategic workforce planning",
        "total rewards philosophy development",
        "organisational strategy development",
        "organisational diagnosis",
        "organisational culture development",
        "organisational change management",
        "job analysis and evaluation",
        "involuntary exit management",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "financial acumen",
        "employer branding",
        "employee relationship management",
        "employee mobility management",
        "employee engagement management",
        "employee communication management",
        "diversity and inclusion management",
        "conduct and behaviour management",
        "voluntary exit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hse manager": {
      "role_name": "hse manager",
      "total_skills": 21,
      "core_skills": [
        "change management",
        "emergency response management",
        "business continuity management",
        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "staff management",
        "organisational resource management",
        "procurement management",
        "audit and review management",
        "safe system of work development and implementation",
        "engineering management of change",
        "training, coaching and assessment management",
        "staff development management",
        "incident investigation management",
        "organisational analysis management",
        "major hazard installation safety case management",
        "budget management",
        "emergency response and crisis management development and implementation",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hse specialist": {
      "role_name": "hse specialist",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "crisis management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "robotic and automation technology application",
        "third party management",
        "audit and review management",
        "safe system of work development and implementation",
        "training, coaching and assessment management",
        "incident investigation management",
        "major hazard installation safety case management",
        "emergency response and crisis management development and implementation",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hsseq executive": {
      "role_name": "hsseq executive",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "learning and development",
        "risk compliance and governance",
        "environmental management system framework development and implementation",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "technology integration",
        "cyber security",
        "risk control and response planning",
        "maritime hazards identification",
        "maritime incident management",
        "maritime safety culture management",
        "maritime safety policy development",
        "quality systems",
        "maritime emergency response management",
        "innovation",
        "ship safety management systems audit",
        "ship seaworthiness and pollution prevention",
        "ship security",
        "maritime safety performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hsseq manager": {
      "role_name": "hsseq manager",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "risk compliance and governance",
        "environmental management system framework development and implementation",
        "technology integration",
        "regulatory compliance",
        "risk control and response planning",
        "behavioural safety management",
        "cyber security",
        "maritime incident management",
        "maritime safety performance management",
        "maritime safety policy development",
        "maritime hazards identification",
        "quality systems",
        "maritime emergency response management",
        "marine survey reporting",
        "innovation",
        "ship safety management systems audit",
        "ship seaworthiness and pollution prevention",
        "ship security",
        "maritime safety culture management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hsseq superintendent": {
      "role_name": "hsseq superintendent",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "learning and development",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "environmental management system framework development and implementation",
        "technology integration",
        "regulatory compliance",
        "risk control and response planning",
        "behavioural safety management",
        "cyber security",
        "maritime safety culture management",
        "maritime incident management",
        "maritime safety policy development",
        "maritime hazards identification",
        "quality systems",
        "maritime emergency response management",
        "marine survey reporting",
        "innovation",
        "ship safety management systems audit",
        "ship seaworthiness and pollution prevention",
        "ship security",
        "maritime safety performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "hub coordinator / shipping clerk": {
      "role_name": "hub coordinator / shipping clerk",
      "total_skills": 7,
      "core_skills": [
        "service excellence",
        "business data analysis"
      ],
      "nice_to_have": [
        "cyber security",
        "cargo loading and unloading",
        "documentation and administration",
        "innovation",
        "port call planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "import export administrative assistant / shipping assistant": {
      "role_name": "import export administrative assistant / shipping assistant",
      "total_skills": 11,
      "core_skills": [
        "cargo tracking system administration",
        "import and export documentation administration",
        "risk management and administration",
        "cargo issuance and dispatch",
        "customer management"
      ],
      "nice_to_have": [
        "freight and cargo claim administration",
        "cargo and receipt inspection",
        "cold chain operations administration",
        "freight insurance administration",
        "livestock cargo administration",
        "time sensitive cargo delivery management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "import export manager / freight allocation manager / freight shipping manager / freight documentation manager / freight pricing manager": {
      "role_name": "import export manager / freight allocation manager / freight shipping manager / freight documentation manager / freight pricing manager",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "business continuity management",
        "financial management",
        "international trade legislation compliance",
        "risk management and administration",
        "bulk cargo administration",
        "customer management",
        "logistics process quality management",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "pricing for cargo services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "incident investigation manager": {
      "role_name": "incident investigation manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "networking",
        "strategy implementation",
        "cyber risk management",
        "security governance",
        "people and performance management",
        "cyber forensics",
        "security strategy",
        "security assessment and testing",
        "cyber and data breach incident management",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "incident investigator": {
      "role_name": "incident investigator",
      "total_skills": 7,
      "core_skills": [],
      "nice_to_have": [
        "stakeholder management",
        "cyber risk management",
        "cyber and data breach incident management",
        "cyber forensics",
        "security assessment and testing",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "incoming quality coordinator / tally assistant": {
      "role_name": "incoming quality coordinator / tally assistant",
      "total_skills": 7,
      "core_skills": [
        "import and export documentation administration",
        "international trade legislation compliance",
        "risk management and administration"
      ],
      "nice_to_have": [
        "cargo issuance and dispatch",
        "cargo and receipt inspection",
        "logistics process quality management",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "industry development director / assistant director": {
      "role_name": "industry development director / assistant director",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "continuous improvement management",
        "business continuity planning",
        "manpower planning",
        "strategy planning",
        "corporate governance",
        "risk management",
        "partnership management",
        "knowledge management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "vendor management",
        "business environment analysis",
        "data governance",
        "networking",
        "contract development and management",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "disruption management",
        "data mining and modelling",
        "vision leadership",
        "business relationship building",
        "organisation and board relationship",
        "emerging technology",
        "people and performance management",
        "effective board member",
        "proposal writing",
        "sponsorship management",
        "customer relationship management operations",
        "management decision making",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "solutions design thinking",
        "technology adoption and innovation",
        "industry knowledge, research and analysis",
        "legal compliance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "industry development manager / assistant manager": {
      "role_name": "industry development manager / assistant manager",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "continuous improvement management",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "risk management",
        "partnership management",
        "knowledge management"
      ],
      "nice_to_have": [
        "vendor management",
        "project feasibility assessment",
        "business environment analysis",
        "contract development and management",
        "data governance",
        "networking",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "data mining and modelling",
        "vision leadership",
        "business relationship building",
        "sponsorship management",
        "people and performance management",
        "emerging technology",
        "proposal writing",
        "customer relationship management operations",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "management decision making",
        "technology adoption and innovation",
        "industry knowledge, research and analysis",
        "solutions design thinking",
        "legal compliance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "industry development senior executive / executive": {
      "role_name": "industry development senior executive / executive",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "continuous improvement management",
        "business opportunities development",
        "business continuity planning",
        "risk management",
        "knowledge management",
        "partnership management",
        "vendor management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "project feasibility assessment",
        "contract development and management",
        "data governance",
        "networking",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "data mining and modelling",
        "business relationship building",
        "emerging technology",
        "customer relationship management operations",
        "proposal writing",
        "sponsorship management",
        "legal compliance management",
        "management decision making",
        "solutions design thinking",
        "technology adoption and innovation",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "industry knowledge, research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "infant educator": {
      "role_name": "infant educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "infrastructure architect": {
      "role_name": "infrastructure architect",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business environment analysis",
        "networking",
        "emerging technology synthesis",
        "business innovation"
      ],
      "nice_to_have": [
        "business risk management",
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "network configuration",
        "network administration and maintenance",
        "sustainability management",
        "system integration",
        "infrastructure design",
        "infrastructure strategy",
        "quality standards",
        "security architecture",
        "software design",
        "solution architecture",
        "enterprise architecture",
        "disaster recovery management",
        "business continuity"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "infrastructure engineer": {
      "role_name": "infrastructure engineer",
      "total_skills": 32,
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        "change management",
        "budgeting",
        "performance management",
        "partnership management",
        "vendor management",
        "business environment analysis",
        "emerging technology synthesis",
        "business risk management",
        "test planning"
      ],
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        "business innovation",
        "business requirements mapping",
        "business needs analysis",
        "contract management",
        "infrastructure support",
        "network configuration",
        "software configuration",
        "applications integration",
        "infrastructure design",
        "infrastructure deployment",
        "network administration and maintenance",
        "network security",
        "problem management",
        "procurement",
        "quality engineering",
        "security administration",
        "service level management",
        "cyber and data breach incident management",
        "solution architecture",
        "configuration tracking",
        "cloud computing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "infrastructure engineering manager": {
      "role_name": "infrastructure engineering manager",
      "total_skills": 41,
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        "change management",
        "project management",
        "business negotiation",
        "learning and development",
        "budgeting",
        "strategy planning",
        "performance management",
        "manpower planning",
        "partnership management",
        "business performance management",
        "project feasibility assessment",
        "vendor management",
        "business environment analysis"
      ],
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        "emerging technology synthesis",
        "organisational analysis",
        "strategy implementation",
        "test planning",
        "business risk management",
        "business innovation",
        "business requirements mapping",
        "contract management",
        "business needs analysis",
        "people and performance management",
        "sustainability management",
        "network administration and maintenance",
        "infrastructure design",
        "infrastructure deployment",
        "quality engineering",
        "security administration",
        "audit and compliance",
        "problem management",
        "it strategy",
        "it governance",
        "it asset management",
        "infrastructure strategy",
        "disaster recovery management",
        "cyber and data breach incident management",
        "cloud computing",
        "it standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "infrastructure support engineer": {
      "role_name": "infrastructure support engineer",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
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        "business needs analysis",
        "infrastructure support",
        "network configuration",
        "cyber and data breach incident management",
        "infrastructure deployment",
        "network administration and maintenance",
        "people and performance management",
        "business continuity",
        "problem management",
        "procurement",
        "service level management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "innovation and process excellence manager": {
      "role_name": "innovation and process excellence manager",
      "total_skills": 24,
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        "innovation management",
        "change management",
        "project management",
        "learning and development",
        "business opportunities development",
        "continuous improvement management",
        "business performance management",
        "technology application"
      ],
      "nice_to_have": [
        "business environment analysis",
        "networking",
        "emerging technology synthesis",
        "contract and vendor management",
        "product management",
        "business process re-engineering",
        "disruption management",
        "data mining and modelling",
        "business requirements mapping",
        "benchmarking",
        "ethical culture",
        "product design and development",
        "information technology application support and monitoring",
        "data analytics and computational modelling",
        "mergers and acquisitions management",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "innovation executive": {
      "role_name": "innovation executive",
      "total_skills": 14,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "learning and development",
        "business opportunities development"
      ],
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        "continuous improvement management",
        "business performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "business process re-engineering",
        "product management",
        "disruption management",
        "ethical culture",
        "mergers and acquisitions management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "installation, inspection and servicing engineer": {
      "role_name": "installation, inspection and servicing engineer",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "organisational resource management",
        "contract management",
        "business stakeholder management",
        "inspection engineering management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
        "technical report writing",
        "people capability development",
        "technical service process management",
        "technology and systems application",
        "business intelligence and data analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "installation, inspection and servicing manager": {
      "role_name": "installation, inspection and servicing manager",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "organisational resource management",
        "contract management",
        "business stakeholder management",
        "inspection engineering management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
        "technical report writing",
        "people capability development",
        "technical service process management",
        "technology and systems application",
        "business intelligence and data analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "installation, inspection and servicing senior technical officer": {
      "role_name": "installation, inspection and servicing senior technical officer",
      "total_skills": 18,
      "core_skills": [
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "contract management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "third party management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "inspection engineering management",
        "business stakeholder management",
        "safe system of work development and implementation",
        "technical report writing",
        "technology and systems application",
        "business intelligence and data analytics",
        "technical service process management",
        "people capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "installation, inspection and servicing technical officer": {
      "role_name": "installation, inspection and servicing technical officer",
      "total_skills": 15,
      "core_skills": [
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "third party management",
        "business stakeholder management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "inspection engineering management",
        "safe system of work development and implementation",
        "technical report writing",
        "technical service process management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "insurer for decarbonisation projects": {
      "role_name": "insurer for decarbonisation projects",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "risk management",
        "customer experience management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "business risk assessment",
        "financial modelling",
        "regulatory compliance",
        "fraud risk management",
        "policy implementation and revision",
        "ethical culture",
        "data collection and analysis",
        "decision making",
        "problem solving",
        "customer orientation",
        "collaboration",
        "sense making",
        "carbon reporting",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "integration engineer": {
      "role_name": "integration engineer",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "learning and development",
        "internet of things management",
        "enterprise risk management",
        "report writing",
        "audit management",
        "good manufacturing practices implementation",
        "data synthesis",
        "manufacturing process management",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "hazards and risk control, and policy management",
        "embedded systems integration",
        "effectiveness management",
        "data analytics system design",
        "failure analysis",
        "new product introduction",
        "quality systems management",
        "workplace safety and health practices implementation",
        "factory system management",
        "emergency management",
        "electrostatic discharge control",
        "defect density monitoring",
        "operation management",
        "parametric testing",
        "process integration",
        "solutioning",
        "technical presentations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "interchange manager": {
      "role_name": "interchange manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "crisis management",
        "service excellence"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "security management",
        "bus interchange operations",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "crowd management",
        "bus regulatory compliance",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "internal audit assistant manager": {
      "role_name": "internal audit assistant manager",
      "total_skills": 23,
      "core_skills": [
        "data analytics",
        "risk management",
        "enterprise risk management",
        "internal controls",
        "fraud risk management",
        "project execution and control",
        "cyber security",
        "business acumen"
      ],
      "nice_to_have": [
        "internal audit engagement execution",
        "professional standards",
        "professional and business ethics",
        "internal audit quality assurance",
        "internal audit function management",
        "internal audit engagement planning",
        "auditor independence",
        "information gathering and analysis",
        "infocomm security and data privacy",
        "financial statements analysis",
        "due professional care",
        "digital technology environment scanning",
        "business process analysis",
        "business innovation and improvement",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "internal audit senior manager / internal audit manager": {
      "role_name": "internal audit senior manager / internal audit manager",
      "total_skills": 23,
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        "data analytics",
        "risk management",
        "enterprise risk management",
        "internal controls",
        "fraud risk management",
        "project execution and control",
        "cyber security",
        "business acumen"
      ],
      "nice_to_have": [
        "internal audit engagement execution",
        "professional standards",
        "professional and business ethics",
        "internal audit quality assurance",
        "internal audit function management",
        "internal audit engagement planning",
        "auditor independence",
        "information gathering and analysis",
        "infocomm security and data privacy",
        "financial statements analysis",
        "due professional care",
        "digital technology environment scanning",
        "business process analysis",
        "business innovation and improvement",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "internationalisation director / assistant director": {
      "role_name": "internationalisation director / assistant director",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "continuous improvement management",
        "business opportunities development",
        "business continuity planning",
        "corporate governance",
        "manpower planning",
        "strategy planning",
        "risk management",
        "partnership management",
        "knowledge management",
        "vendor management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "project feasibility assessment",
        "data governance",
        "networking",
        "contract development and management",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "vision leadership",
        "events planning and management",
        "disruption management",
        "data mining and modelling",
        "business relationship building",
        "organisation and board relationship",
        "people and performance management",
        "effective board member",
        "proposal writing",
        "sponsorship management",
        "customer relationship management operations",
        "legal compliance management",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "solutions design thinking",
        "technology adoption and innovation",
        "industry knowledge, research and analysis",
        "new export market entry strategy formulation",
        "management decision making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "internationalisation manager / assistant manager": {
      "role_name": "internationalisation manager / assistant manager",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "continuous improvement management",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "corporate governance",
        "strategy planning",
        "manpower planning",
        "risk management",
        "knowledge management",
        "partnership management"
      ],
      "nice_to_have": [
        "vendor management",
        "project feasibility assessment",
        "business environment analysis",
        "contract development and management",
        "networking",
        "data governance",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "vision leadership",
        "events planning and management",
        "data mining and modelling",
        "business relationship building",
        "sponsorship management",
        "people and performance management",
        "proposal writing",
        "customer relationship management operations",
        "technology adoption and innovation",
        "business innovation and improvement",
        "trade association advocacy and representation",
        "new export market entry strategy formulation",
        "legal compliance management",
        "solutions design thinking",
        "industry knowledge, research and analysis",
        "management decision making"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "internationalisation senior executive / executive": {
      "role_name": "internationalisation senior executive / executive",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business opportunities development",
        "continuous improvement management",
        "business continuity planning",
        "risk management",
        "partnership management",
        "knowledge management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "vendor management",
        "business environment analysis",
        "networking",
        "contract development and management",
        "data governance",
        "business presentation delivery",
        "workplace safety and health",
        "business relationship building",
        "events planning and management",
        "data mining and modelling",
        "proposal writing",
        "sponsorship management",
        "customer relationship management operations",
        "management decision making",
        "new export market entry strategy formulation",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "business innovation and improvement",
        "solutions design thinking",
        "technology adoption and innovation",
        "trade association advocacy and representation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "investment counsellor": {
      "role_name": "investment counsellor",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "customer relationship management",
        "account management",
        "product advisory",
        "ethical culture",
        "product design and development",
        "client investment suitability",
        "market research and analysis",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "investment counsellor assistant": {
      "role_name": "investment counsellor assistant",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management"
      ],
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        "business environment analysis",
        "customer relationship management",
        "account management",
        "product advisory",
        "ethical culture",
        "client investment suitability",
        "market research and analysis",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "investment counsellor team lead": {
      "role_name": "investment counsellor team lead",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "customer relationship management",
        "account management",
        "product advisory",
        "regulatory compliance",
        "ethical culture",
        "product design and development",
        "client investment suitability",
        "market research and analysis",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ip commercialisation associate / ip commercialisation analyst": {
      "role_name": "ip commercialisation associate / ip commercialisation analyst",
      "total_skills": 28,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "learning and development",
        "budgeting"
      ],
      "nice_to_have": [
        "business opportunities development",
        "business environment analysis",
        "networking",
        "business presentation delivery",
        "business risk management",
        "business data analysis",
        "data visualisation",
        "project risk management",
        "people change management",
        "people and performance management",
        "organisational strategy and policy realisation",
        "market entry strategy formulation",
        "technology incubation",
        "intellectual property intelligence",
        "intellectual property monetisation",
        "intellectual property licencing",
        "intellectual property in research and development",
        "intellectual property commercialisation and exploitation",
        "intellectual property audit and due diligence",
        "contracts and agreements",
        "technology transfer"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ip director / ip strategist": {
      "role_name": "ip director / ip strategist",
      "total_skills": 37,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business opportunities development"
      ],
      "nice_to_have": [
        "vendor management",
        "business environment analysis",
        "networking",
        "business data analysis",
        "business risk management",
        "project risk management",
        "people change management",
        "manpower forecasting",
        "market entry strategy formulation",
        "people and performance management",
        "organisational strategy and policy realisation",
        "patent practice",
        "trade mark application",
        "technology transfer",
        "technology incubation",
        "technology assessment",
        "registered design application",
        "copyright application",
        "patent claims and application drafting",
        "intellectual property audit and due diligence",
        "contracts and agreements",
        "intellectual property portfolio management",
        "intellectual property monetisation",
        "intellectual property management processes",
        "intellectual property licencing",
        "intellectual property in research and development",
        "intellectual property enforcement",
        "intellectual property commercialisation and exploitation",
        "intellectual property strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ip paralegal / ip executive": {
      "role_name": "ip paralegal / ip executive",
      "total_skills": 21,
      "core_skills": [
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development"
      ],
      "nice_to_have": [
        "business environment analysis",
        "networking",
        "business presentation delivery",
        "business data analysis",
        "data visualisation",
        "people and performance management",
        "people change management",
        "organisational strategy and policy realisation",
        "registered design application",
        "intellectual property management processes",
        "patent claims and application drafting",
        "intellectual property portfolio management",
        "intellectual property licencing",
        "intellectual property in business",
        "trade mark application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "it audit manager": {
      "role_name": "it audit manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "data analytics",
        "manpower planning",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "partnership management",
        "data governance",
        "networking",
        "process improvement and optimisation",
        "business risk management",
        "strategy implementation",
        "security governance",
        "sustainability management",
        "people and performance management",
        "quality standards",
        "it strategy",
        "it standards",
        "it governance",
        "audit and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "it auditor": {
      "role_name": "it auditor",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "budgeting"
      ],
      "nice_to_have": [
        "business performance management",
        "partnership management",
        "networking",
        "business risk management",
        "process improvement and optimisation",
        "strategy implementation",
        "audit and compliance",
        "it governance",
        "it standards",
        "quality standards"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "it business solutions manager / digital services manager": {
      "role_name": "it business solutions manager / digital services manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research"
      ],
      "nice_to_have": [
        "business continuity management",
        "financial management",
        "business development",
        "strategy implementation",
        "risk management and administration",
        "technology infrastructure management and integration",
        "cloud computing application",
        "logistics solutions sales",
        "logistics solution design thinking",
        "information technology and network security",
        "e-logistics it solutioning",
        "strategic service excellence",
        "integrated system design and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "it business solutions project specialist / digital services project specialist": {
      "role_name": "it business solutions project specialist / digital services project specialist",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "market research",
        "financial management"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "contract / vendor management",
        "information technology and network security",
        "logistics operations research and planning",
        "logistics process quality management",
        "logistics solutions sales"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior designer": {
      "role_name": "junior designer",
      "total_skills": 7,
      "core_skills": [
        "user experience design",
        "user interface design",
        "narrative design"
      ],
      "nice_to_have": [
        "research",
        "game concept design",
        "gameplay design",
        "level design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior designer (engineering design)": {
      "role_name": "junior designer (engineering design)",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "environmental management system framework development and implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "programme management",
        "technical writing",
        "design for safety",
        "engineering drawing and design specifications",
        "hazards and risk identification and management",
        "sustainable engineering"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior grip / junior lighting technician": {
      "role_name": "junior grip / junior lighting technician",
      "total_skills": 5,
      "core_skills": [
        "rigging equipment maintenance",
        "rigging operations"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "lighting operations",
        "procurement for production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior maintenance technician": {
      "role_name": "junior maintenance technician",
      "total_skills": 14,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "electrical field maintenance management",
        "mechanical field maintenance management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "instrumentation and control field maintenance management",
        "plant turnaround management",
        "robotic and automation system maintenance",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior process technician": {
      "role_name": "junior process technician",
      "total_skills": 15,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "preventive maintenance management",
        "process unit and utilities operations management",
        "safe system of work development and implementation",
        "feedstock and product transfer operations management",
        "operations reporting protocol application",
        "process equipment preparation for mechanical work",
        "sample management",
        "standard operating procedure development and implementation",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior programmer": {
      "role_name": "junior programmer",
      "total_skills": 9,
      "core_skills": [
        "database administration",
        "audio programming",
        "game artificial intelligence development",
        "game level development",
        "game networking",
        "game porting"
      ],
      "nice_to_have": [
        "game server programming",
        "game user interface development",
        "gameplay development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "junior scriptwriter / junior writer": {
      "role_name": "junior scriptwriter / junior writer",
      "total_skills": 4,
      "core_skills": [
        "narrative design",
        "concept creation"
      ],
      "nice_to_have": [
        "creative storytelling",
        "scriptwriting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "keeper / aquarist": {
      "role_name": "keeper / aquarist",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "knowledge management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health performance management",
        "strategy implementation",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "attractions programme development",
        "crowd control and planning",
        "animal conditioning and enrichment",
        "attractions guest relations management",
        "animal transaction",
        "animal husbandry and nutrition",
        "animal habitat management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "key grip": {
      "role_name": "key grip",
      "total_skills": 5,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "procurement for production operations",
        "production team and crew selection",
        "rigging operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "know your customer / customer due diligence analyst": {
      "role_name": "know your customer / customer due diligence analyst",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer relationship management"
      ],
      "nice_to_have": [
        "data governance",
        "regulatory compliance",
        "regulatory risk assessment",
        "service challenges",
        "ethical culture",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "know your customer / customer due diligence manager": {
      "role_name": "know your customer / customer due diligence manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "continuous improvement management",
        "customer relationship management",
        "data governance"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "service challenges",
        "ethical culture",
        "policy implementation and revision",
        "compliance mindset development",
        "corporate and business law application",
        "customer acceptance checking and onboarding",
        "people performance management",
        "regulatory and legal advisory",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "laboratory assistant": {
      "role_name": "laboratory assistant",
      "total_skills": 13,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management",
        "environmental management system framework development and implementation",
        "quality control management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "analytical method validation",
        "product testing management",
        "laboratory data reporting and analysis management",
        "laboratory equipment maintenance and calibration management",
        "laboratory operations management",
        "sample management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "laboratory chemist": {
      "role_name": "laboratory chemist",
      "total_skills": 20,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "quality assurance management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "quality control management",
        "analytical method validation",
        "technical presentation",
        "technical report writing",
        "product testing management",
        "sample management",
        "non-conformance management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "incident investigation management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "laboratory supervisor": {
      "role_name": "laboratory supervisor",
      "total_skills": 24,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "quality control management",
        "analytical method validation",
        "organisational resource management",
        "staff management",
        "procurement management",
        "product testing management",
        "materials qualification",
        "technical report writing",
        "non-conformance management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "sample management",
        "staff development management",
        "laboratory data reporting and analysis management",
        "training, coaching and assessment management",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "laboratory technician / technologist": {
      "role_name": "laboratory technician / technologist",
      "total_skills": 17,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "quality control management"
      ],
      "nice_to_have": [
        "analytical method validation",
        "product testing management",
        "technical services management",
        "materials qualification",
        "non-conformance management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "sample management",
        "laboratory data reporting and analysis management",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape architect": {
      "role_name": "landscape architect",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "business development",
        "design thinking practice",
        "building information modelling application",
        "contract preparation, evaluation, negotiation and tendering",
        "technical drawing",
        "design sketching"
      ],
      "nice_to_have": [
        "design standards and specification",
        "material studies and production processes",
        "aesthetic and design sensibility",
        "imagination and exploration",
        "visual communication",
        "site assessment and analysis",
        "form giving",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "biophilic design",
        "ecology in landscapes",
        "microclimate in landscape design",
        "placemaking and programming of open spaces",
        "plant identification",
        "plant selection for landscape development",
        "skyrise greenery design and implementation",
        "cultural, heritage and socio-economic sensitivity for design",
        "sustainable landscape design",
        "water sensitive urban design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape designer": {
      "role_name": "landscape designer",
      "total_skills": 28,
      "core_skills": [
        "project management",
        "stakeholder management",
        "innovation management",
        "business development",
        "design sketching",
        "design standards and specification",
        "aesthetic and design sensibility",
        "design creation and development"
      ],
      "nice_to_have": [
        "design thinking practice",
        "digital and physical prototyping",
        "form giving",
        "building information modelling application",
        "technical drawing",
        "contract preparation, evaluation, negotiation and tendering",
        "material studies and production processes",
        "site assessment and analysis",
        "visual communication",
        "imagination and exploration",
        "data analysis and interpretation",
        "cultural, heritage and socio-economic sensitivity for design",
        "critical thinking",
        "conceptual thinking",
        "biophilic design",
        "plant identification",
        "plant selection for landscape development",
        "skyrise greenery design and implementation",
        "sustainable landscape design",
        "ecology in landscapes"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape manager": {
      "role_name": "landscape manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "vendor management",
        "learning and development",
        "budgeting"
      ],
      "nice_to_have": [
        "strategy planning",
        "workplace safety and health policy development",
        "business development",
        "incident and accident investigation",
        "contract preparation, evaluation, negotiation and tendering",
        "hazards and risk control, and policy management",
        "plant health management and disease control",
        "site assessment and analysis",
        "landscape irrigation management",
        "horticultural chemical usage",
        "plant identification",
        "landscape tools, equipment and machinery management",
        "horticultural maintenance programme",
        "skyrise greenery maintenance",
        "soil and media assessment and remediation",
        "environment management in landscape operations",
        "turf maintenance",
        "landscape drainage management",
        "water features management",
        "workflow digitalisation",
        "automation of landscape operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape project coordinator": {
      "role_name": "landscape project coordinator",
      "total_skills": 18,
      "core_skills": [
        "project management",
        "stakeholder management"
      ],
      "nice_to_have": [
        "vendor management",
        "incident and accident investigation",
        "hazards and risk control, and policy management",
        "contract preparation, evaluation, negotiation and tendering",
        "site assessment and analysis",
        "automation of landscape operations",
        "soil and media assessment and remediation",
        "skyrise greenery design and implementation",
        "plant selection for landscape development",
        "plants and materials procurement for landscape projects",
        "plant identification",
        "landscape tools, equipment and machinery management",
        "landscape drainage management",
        "horticultural chemical usage",
        "environment management in landscape operations",
        "water features management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape project manager": {
      "role_name": "landscape project manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "budgeting",
        "learning and development",
        "strategy planning"
      ],
      "nice_to_have": [
        "workplace safety and health policy development",
        "business development",
        "vendor management",
        "incident and accident investigation",
        "hazards and risk control, and policy management",
        "contract preparation, evaluation, negotiation and tendering",
        "site assessment and analysis",
        "skyrise greenery design and implementation",
        "water features management",
        "workflow digitalisation",
        "soil and media assessment and remediation",
        "automation of landscape operations",
        "plants and materials procurement for landscape projects",
        "plant selection for landscape development",
        "landscape tools, equipment and machinery management",
        "landscape drainage management",
        "horticultural chemical usage",
        "environment management in landscape operations",
        "plant identification"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape supervisor / landscape assistant supervisor / landscape team leader": {
      "role_name": "landscape supervisor / landscape assistant supervisor / landscape team leader",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "project management",
        "incident and accident investigation"
      ],
      "nice_to_have": [
        "hazards and risk control, and policy management",
        "work at heights",
        "site assessment and analysis",
        "water features management",
        "vegetation planting",
        "turf maintenance",
        "soil and media assessment and remediation",
        "skyrise greenery maintenance",
        "automation of landscape operations",
        "plant pruning",
        "environment management in landscape operations",
        "plant health management and disease control",
        "landscape tools, equipment and machinery management",
        "landscape irrigation management",
        "landscape drainage management",
        "horticultural maintenance programme",
        "horticultural chemical usage",
        "plant identification"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape technician": {
      "role_name": "landscape technician",
      "total_skills": 17,
      "core_skills": [
        "incident and accident investigation",
        "hazards and risk control, and policy management",
        "work at heights",
        "plant pruning",
        "water features management",
        "vegetation planting",
        "turf maintenance",
        "soil and media assessment and remediation",
        "skyrise greenery maintenance",
        "automation of landscape operations"
      ],
      "nice_to_have": [
        "plant identification",
        "environment management in landscape operations",
        "landscape tools, equipment and machinery management",
        "landscape irrigation management",
        "landscape drainage management",
        "horticultural chemical usage",
        "plant health management and disease control"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "landscape worker (nursery work, arboriculture)": {
      "role_name": "landscape worker (nursery work, arboriculture)",
      "total_skills": 19,
      "core_skills": [
        "work at heights",
        "plant pruning",
        "vegetation planting",
        "turf maintenance",
        "tree removal",
        "tree pruning",
        "tree climbing and aerial rescues",
        "soil and media assessment and remediation",
        "skyrise greenery maintenance",
        "chainsaw operations",
        "display creation and management",
        "plant identification",
        "plant health management and disease control"
      ],
      "nice_to_have": [
        "landscape tools, equipment and machinery management",
        "landscape irrigation management",
        "landscape drainage management",
        "horticultural chemical usage",
        "environment management in landscape operations",
        "plant propagation and production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "laundry manager": {
      "role_name": "laundry manager",
      "total_skills": 32,
      "core_skills": [
        "innovation management",
        "change management",
        "budgeting",
        "business continuity planning",
        "business planning",
        "service excellence",
        "crisis management",
        "customer experience management",
        "workplace safety and health performance management",
        "vendor management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "staff management",
        "vision leadership",
        "business relationship building",
        "service coaching",
        "people and relationship management",
        "service challenges",
        "productivity improvement",
        "resource management",
        "service planning and implementation",
        "service information and results",
        "organisational relationship building",
        "people development",
        "people and performance management",
        "loss and risk prevention management",
        "dispute resolution",
        "linen and uniform room operations management",
        "laundry operations management",
        "hospitality data collection and analysis",
        "technology adoption and innovation",
        "environmental sustainability management",
        "asset and inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead (digital delivery)": {
      "role_name": "lead (digital delivery)",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "business development",
        "performance management",
        "partnership management",
        "technology application",
        "strategy development",
        "emerging technology synthesis",
        "systems thinking",
        "people management"
      ],
      "nice_to_have": [
        "programming and coding",
        "systems integration",
        "robotic and automation technology application",
        "3d modelling",
        "technology road mapping",
        "business risk management",
        "business process re-engineering",
        "business innovation",
        "business needs analysis",
        "technical drawing",
        "artificial intelligence application",
        "building information modelling application",
        "applications integration",
        "augmented reality application",
        "research and information synthesis",
        "critical thinking",
        "data collection and analysis",
        "design for manufacturing and assembly",
        "common data environment management",
        "construction technology",
        "integrated digital delivery application",
        "application support and enhancement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead 2d artist": {
      "role_name": "lead 2d artist",
      "total_skills": 4,
      "core_skills": [
        "research",
        "2d animation"
      ],
      "nice_to_have": [
        "concept art creation",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead 3d artist (live-action visual effects)": {
      "role_name": "lead 3d artist (live-action visual effects)",
      "total_skills": 9,
      "core_skills": [
        "3d modelling",
        "research",
        "colour grading",
        "compositing visuals",
        "concept creation"
      ],
      "nice_to_have": [
        "digital lighting",
        "immersive design",
        "rigging for animation",
        "surfacing and texturing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead animator": {
      "role_name": "lead animator",
      "total_skills": 5,
      "core_skills": [
        "research",
        "3d animation",
        "compositing visuals"
      ],
      "nice_to_have": [
        "concept creation",
        "immersive design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead design researcher": {
      "role_name": "lead design researcher",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "systems thinking",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "design thinking practice",
        "business presentation delivery",
        "visual communication",
        "conceptual thinking",
        "critical thinking",
        "user testing and usability testing",
        "data analysis and interpretation",
        "narrative design",
        "quantitative research",
        "trend forecasting",
        "scenario and strategic planning",
        "behavioural economics in design",
        "qualitative research",
        "empathetic design",
        "design writing",
        "data and information visualisation",
        "cultural sensitivity for design",
        "facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead designer": {
      "role_name": "lead designer",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "project management",
        "user experience design",
        "contract development and management",
        "systems thinking",
        "design thinking practice",
        "intellectual property management",
        "business presentation delivery",
        "technical drawing",
        "design sketching"
      ],
      "nice_to_have": [
        "design standards and specification",
        "material studies and production processes",
        "aesthetic and design sensibility",
        "imagination and exploration",
        "narrative design",
        "visual communication",
        "form giving",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "design writing",
        "design sustainability and ethics management",
        "product and production engineering",
        "proposal writing development",
        "cultural sensitivity for design",
        "empathetic design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead early intervention educator": {
      "role_name": "lead early intervention educator",
      "total_skills": 23,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child functional needs assessment",
        "interaction and relationship",
        "staff continuous learning",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "individualised intervention planning and implementation",
        "child observation",
        "health, hygiene and nutrition for children",
        "early intervention principles and practices"
      ],
      "nice_to_have": [
        "early intervention curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead early intervention teacher": {
      "role_name": "lead early intervention teacher",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "research design",
        "emergency response and crisis management",
        "professional consultation",
        "research data analysis"
      ],
      "nice_to_have": [
        "research findings communication",
        "research into professional practice translation",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead early years educators": {
      "role_name": "lead early years educators",
      "total_skills": 24,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "child development assessment",
        "staff continuous learning",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "operations management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead engineer / principal engineer": {
      "role_name": "lead engineer / principal engineer",
      "total_skills": 22,
      "core_skills": [
        "business negotiation",
        "learning and development",
        "budgeting",
        "business continuity management",
        "financial management",
        "crisis management",
        "manpower planning",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "financial analysis",
        "networking",
        "systems integration",
        "technology integration",
        "interface management",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "risk control and response planning",
        "architecture design",
        "innovation",
        "port equipment maintenance",
        "system configuration management",
        "condition-based monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead game designer": {
      "role_name": "lead game designer",
      "total_skills": 9,
      "core_skills": [
        "project management",
        "user experience design"
      ],
      "nice_to_have": [
        "user interface design",
        "narrative design",
        "research",
        "game concept design",
        "game technical design",
        "gameplay design",
        "level design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead game programmer": {
      "role_name": "lead game programmer",
      "total_skills": 14,
      "core_skills": [
        "database administration",
        "audio programming",
        "game analytics",
        "game artificial intelligence development",
        "game engine development",
        "game level development",
        "game networking",
        "game physics development",
        "game porting"
      ],
      "nice_to_have": [
        "game server programming",
        "game testing automation",
        "game user interface development",
        "gameplay development",
        "tools development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead learning support educator": {
      "role_name": "lead learning support educator",
      "total_skills": 21,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child observation",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "learning support session planning and implementation",
        "interaction and relationship",
        "child safety and protection",
        "health, hygiene and nutrition for children"
      ],
      "nice_to_have": [
        "early intervention principles and practices",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child screening and assessment",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead maintenance engineer": {
      "role_name": "lead maintenance engineer",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "carbon footprint management",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "lean manufacturing",
        "big data analytics",
        "maintenance coordination",
        "physics concepts application",
        "propulsion principles application",
        "propeller principles application",
        "predictive maintenance",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "human factors application and error management",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead plan approval engineer": {
      "role_name": "lead plan approval engineer",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "service excellence",
        "engineering drawing, interpretation and management",
        "3d modelling"
      ],
      "nice_to_have": [
        "engineering safety standards interpretation",
        "quality assurance",
        "regulatory compliance",
        "technology integration",
        "cyber security",
        "marine design customisation",
        "naval architecture calculations",
        "organisational strategy and policy realisation",
        "electrical design approval",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead preschool educator": {
      "role_name": "lead preschool educator",
      "total_skills": 24,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "child development assessment",
        "staff continuous learning",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "operations management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead product analyst": {
      "role_name": "lead product analyst",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "learning and development",
        "data analytics",
        "business development",
        "performance management",
        "manpower planning"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "networking",
        "data governance",
        "business innovation",
        "design thinking practice",
        "business needs analysis",
        "business requirements mapping",
        "people and performance management",
        "quality standards",
        "artificial intelligence application in product development",
        "data visualisation and storyboarding",
        "automation management in product development",
        "data ethics",
        "data engineering",
        "data design",
        "data strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead product designer": {
      "role_name": "lead product designer",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "learning and development",
        "budgeting",
        "data analytics",
        "business development",
        "strategy planning",
        "manpower planning",
        "partnership management",
        "customer experience management",
        "business environment analysis",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "demand analysis",
        "user experience design",
        "brand management",
        "design thinking practice",
        "test planning",
        "business innovation",
        "user interface design",
        "process improvement and optimisation",
        "product management",
        "design concepts generation",
        "business requirements mapping",
        "business needs analysis",
        "user testing and usability testing",
        "people and performance management",
        "quality standards",
        "solution architecture",
        "narrative design in product development",
        "automation management in product development",
        "data visualisation and storyboarding",
        "business agility",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead product manager": {
      "role_name": "lead product manager",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "learning and development",
        "budgeting",
        "data analytics",
        "performance management",
        "business development",
        "manpower planning",
        "strategy planning",
        "customer experience management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "demand analysis",
        "emerging technology synthesis",
        "user experience design",
        "networking",
        "strategy implementation",
        "product management",
        "pricing strategy",
        "user interface design",
        "design thinking practice",
        "business innovation",
        "design concepts generation",
        "business requirements mapping",
        "business needs analysis",
        "people and performance management",
        "portfolio management",
        "automation management in product development",
        "business agility",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead quality assurance tester": {
      "role_name": "lead quality assurance tester",
      "total_skills": 5,
      "core_skills": [],
      "nice_to_have": [
        "project management",
        "game concept design",
        "game quality assurance testing",
        "game testing automation",
        "gameplay design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead service designer / lead experience designer": {
      "role_name": "lead service designer / lead experience designer",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "project management",
        "user experience design",
        "systems thinking",
        "business presentation delivery",
        "design thinking practice",
        "design standards and specification"
      ],
      "nice_to_have": [
        "aesthetic and design sensibility",
        "imagination and exploration",
        "user testing and usability testing",
        "narrative design",
        "visual communication",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "behavioural economics in design",
        "facilitation",
        "interaction design practice",
        "qualitative research",
        "scenario and strategic planning",
        "cultural sensitivity for design",
        "business model innovation",
        "empathetic design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead social worker": {
      "role_name": "lead social worker",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead strategist / lead business designer": {
      "role_name": "lead strategist / lead business designer",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "business opportunities development",
        "systems thinking",
        "contract development and management"
      ],
      "nice_to_have": [
        "design thinking practice",
        "business presentation delivery",
        "business risk management",
        "product management",
        "intellectual property management",
        "imagination and exploration",
        "data analysis and interpretation",
        "critical thinking",
        "creative entrepreneurship",
        "conceptual thinking",
        "data and information visualisation",
        "empathetic design",
        "facilitation",
        "business model innovation",
        "cultural sensitivity for design",
        "proposal writing development",
        "scenario and strategic planning",
        "behavioural economics in design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead technical artist": {
      "role_name": "lead technical artist",
      "total_skills": 17,
      "core_skills": [
        "user experience design",
        "user interface design",
        "3d modelling",
        "research",
        "gameplay design",
        "surfacing and texturing",
        "rigging for animation",
        "level design"
      ],
      "nice_to_have": [
        "gameplay development",
        "2d animation",
        "3d animation",
        "game technical design",
        "game production optimisation",
        "game porting",
        "digital lighting",
        "compositing visuals",
        "game user interface development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead ui designer": {
      "role_name": "lead ui designer",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "manpower planning",
        "strategy planning",
        "business performance management",
        "customer experience management",
        "networking",
        "user experience design",
        "organisational analysis"
      ],
      "nice_to_have": [
        "brand management",
        "emerging technology synthesis",
        "design thinking practice",
        "process improvement and optimisation",
        "product management",
        "user interface design",
        "business innovation",
        "strategy implementation",
        "business requirements mapping",
        "business needs analysis",
        "people and performance management",
        "software testing",
        "research",
        "user testing and usability testing",
        "solution architecture",
        "software design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead ux designer": {
      "role_name": "lead ux designer",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "budgeting",
        "learning and development",
        "strategy planning",
        "manpower planning",
        "business performance management",
        "customer experience management",
        "networking"
      ],
      "nice_to_have": [
        "brand management",
        "user experience design",
        "design thinking practice",
        "process improvement and optimisation",
        "product management",
        "user interface design",
        "strategy implementation",
        "business innovation",
        "test planning",
        "business requirements mapping",
        "business needs analysis",
        "people and performance management",
        "user testing and usability testing",
        "solution architecture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead visualiser / lead storyteller": {
      "role_name": "lead visualiser / lead storyteller",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "brand management",
        "business presentation delivery",
        "design sketching",
        "design standards and specification",
        "technical drawing"
      ],
      "nice_to_have": [
        "narrative design",
        "imagination and exploration",
        "digital and physical prototyping",
        "aesthetic and design sensibility",
        "design creation and development",
        "conceptual thinking",
        "visual communication",
        "empathetic design",
        "data and information visualisation",
        "cultural sensitivity for design",
        "content development and strategy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead workplace safety and health auditor": {
      "role_name": "lead workplace safety and health auditor",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "corporate governance"
      ],
      "nice_to_have": [
        "risk management",
        "workplace safety and health performance management",
        "workplace safety and health policy development",
        "workplace safety and health system management",
        "conflict resolution",
        "staff performance management",
        "project coordination",
        "workplace safety and health audit programme management",
        "workplace safety and health audit system management",
        "workplace safety and health culture management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lead youth worker": {
      "role_name": "lead youth worker",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "youth development",
        "trends evaluation and application",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "mentoring for youths",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "youth outreach"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning and development specialist": {
      "role_name": "learning and development specialist",
      "total_skills": 10,
      "core_skills": [
        "change management",
        "project management"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "continuing professional development management",
        "learning and development framework management",
        "staff development management",
        "trainer and assessor development management",
        "training, coaching and assessment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning and development superintendent": {
      "role_name": "learning and development superintendent",
      "total_skills": 11,
      "core_skills": [
        "change management",
        "project management"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "continuing professional development management",
        "learning and development framework management",
        "staff development management",
        "trainer and assessor development management",
        "training, coaching and assessment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning and operations manager": {
      "role_name": "learning and operations manager",
      "total_skills": 35,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business continuity management",
        "service excellence",
        "business opportunities development",
        "crisis management",
        "business risk assessment",
        "corporate governance",
        "performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "knowledge management",
        "vendor management",
        "business environment analysis",
        "data governance",
        "networking",
        "organisational analysis",
        "contract development and management",
        "talent management",
        "succession planning",
        "organisational strategising",
        "data management",
        "programme management",
        "financial planning and analysis",
        "research data analysis",
        "stakeholder engagement and management",
        "data collection and preparation",
        "customer relationship management operations",
        "operational excellence",
        "leadership development",
        "organisation management",
        "learning experience evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning consultant / learning solutionist": {
      "role_name": "learning consultant / learning solutionist",
      "total_skills": 43,
      "core_skills": [
        "innovation management",
        "change management",
        "market research",
        "project management",
        "business negotiation",
        "business opportunities development",
        "partnership management",
        "business environment analysis",
        "project feasibility assessment",
        "vendor management",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "contract development and management",
        "business risk assessment",
        "business innovation",
        "learning needs analysis",
        "data management",
        "operational excellence",
        "assessment design and implementation",
        "reflective practice",
        "research data analysis",
        "research into professional practice translation",
        "stakeholder engagement and management",
        "talent capability assessment",
        "skills framework adoption",
        "workplace performance diagnosis",
        "data collection and preparation",
        "learning solution design",
        "coaching and mentoring",
        "competency framework development",
        "curriculum design",
        "customer relationship management operations",
        "learning strategy development",
        "workplace learning delivery",
        "technology-enabled learning delivery",
        "group dynamics facilitation",
        "learning space design",
        "learner profile analysis",
        "learning experience delivery",
        "learning experience evaluation",
        "behaviour change facilitation",
        "organisational impact analysis",
        "learning mode design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning facilitator": {
      "role_name": "learning facilitator",
      "total_skills": 28,
      "core_skills": [
        "project management",
        "business negotiation",
        "partnership management",
        "vendor management",
        "contract development and management",
        "learning needs analysis",
        "data management",
        "customer relationship management operations",
        "data collection and preparation",
        "competency framework development"
      ],
      "nice_to_have": [
        "talent capability assessment",
        "stakeholder engagement and management",
        "skills framework adoption",
        "assessment design and implementation",
        "coaching and mentoring",
        "research data analysis",
        "reflective practice",
        "accreditation structure management",
        "technology-enabled learning delivery",
        "learning mode design",
        "organisational impact analysis",
        "learning space design",
        "learning experience evaluation",
        "learning experience delivery",
        "learner profile analysis",
        "group dynamics facilitation",
        "behaviour change facilitation",
        "workplace learning delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning quality manager": {
      "role_name": "learning quality manager",
      "total_skills": 17,
      "core_skills": [
        "market research",
        "quality assurance management",
        "business negotiation",
        "service excellence",
        "partnership management",
        "vendor management"
      ],
      "nice_to_have": [
        "contract development and management",
        "networking",
        "organisational analysis",
        "business risk assessment",
        "intellectual property management",
        "research data analysis",
        "stakeholder engagement and management",
        "accreditation structure management",
        "operational excellence",
        "organisation management",
        "learning experience evaluation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning support educator": {
      "role_name": "learning support educator",
      "total_skills": 18,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child observation",
        "child safety and protection",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "learning support session planning and implementation",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "family and caregiver engagement"
      ],
      "nice_to_have": [
        "early intervention principles and practices",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child screening and assessment",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning support executive": {
      "role_name": "learning support executive",
      "total_skills": 15,
      "core_skills": [
        "marketing campaign management",
        "budgeting",
        "customer acquisition management",
        "knowledge management",
        "vendor management",
        "contract development and management"
      ],
      "nice_to_have": [
        "digital marketing",
        "data management",
        "programme management",
        "customer relationship management operations",
        "data collection and preparation",
        "financial planning and analysis",
        "research data analysis",
        "stakeholder engagement and management",
        "marketing communication plan development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning systems manager": {
      "role_name": "learning systems manager",
      "total_skills": 27,
      "core_skills": [
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business continuity management",
        "service excellence",
        "partnership management",
        "infrastructure support",
        "vendor management",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "networking",
        "organisational analysis",
        "contract development and management",
        "data governance",
        "business risk assessment",
        "business innovation",
        "system integration",
        "user interface design",
        "data management",
        "data collection and preparation",
        "operational excellence",
        "financial planning and analysis",
        "research data analysis",
        "software testing",
        "stakeholder engagement and management",
        "learning technology design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "learning technology designer": {
      "role_name": "learning technology designer",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "project management",
        "market research",
        "business negotiation",
        "partnership management",
        "knowledge management",
        "business environment analysis",
        "project feasibility assessment",
        "vendor management",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "networking",
        "contract development and management",
        "business innovation",
        "business risk assessment",
        "user interface design",
        "data management",
        "learning needs analysis",
        "data collection and preparation",
        "research data analysis",
        "research into professional practice translation",
        "software testing",
        "stakeholder engagement and management",
        "system integration",
        "learning mode design",
        "learning technology design",
        "learning experience evaluation",
        "learner profile analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "legal counsel": {
      "role_name": "legal counsel",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "crisis management"
      ],
      "nice_to_have": [
        "strategy planning",
        "corporate governance",
        "risk management",
        "technology application",
        "contract and vendor management",
        "regulatory risk assessment",
        "policy implementation and revision",
        "research and information synthesis",
        "ethical culture",
        "legal drafting and writing",
        "regulatory and legal advisory",
        "corporate and business law application",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "licensed aircraft engineer - cat b1 (mechanical)": {
      "role_name": "licensed aircraft engineer - cat b1 (mechanical)",
      "total_skills": 31,
      "core_skills": [
        "business negotiation",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "augmented reality application"
      ],
      "nice_to_have": [
        "maintenance coordination",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "aerodynamics principles application",
        "helicopter aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "aerospace maintenance practices application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "licensed aircraft engineer - cat b2 (avionics)": {
      "role_name": "licensed aircraft engineer - cat b2 (avionics)",
      "total_skills": 28,
      "core_skills": [
        "business negotiation",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "continuous process improvement",
        "lean manufacturing"
      ],
      "nice_to_have": [
        "augmented reality application",
        "maintenance coordination",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propulsion principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "aerodynamics principles application",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "helicopter aerodynamics, structures and systems principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "licensed aircraft engineer - cat c": {
      "role_name": "licensed aircraft engineer - cat c",
      "total_skills": 31,
      "core_skills": [
        "business negotiation",
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination"
      ],
      "nice_to_have": [
        "augmented reality application",
        "propulsion principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "aerodynamics principles application",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lifting supervisor": {
      "role_name": "lifting supervisor",
      "total_skills": 11,
      "core_skills": [
        "process improvement and optimisation",
        "equipment maintenance",
        "risk management and administration",
        "dangerous goods management",
        "cold chain operations administration"
      ],
      "nice_to_have": [
        "cross docking",
        "environmental protection management",
        "material handling equipment (mhe) handling",
        "time sensitive cargo delivery management",
        "transportation equipment handling",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lighting designer": {
      "role_name": "lighting designer",
      "total_skills": 12,
      "core_skills": [
        "innovation management",
        "project management"
      ],
      "nice_to_have": [
        "digital and interactive design",
        "infrastructure design",
        "lighting operations",
        "production budget management",
        "rigging equipment maintenance",
        "rigging operations",
        "concept creation for production design",
        "digital lighting for production",
        "lighting conceptualisation and design for production",
        "production quality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "line producer - film": {
      "role_name": "line producer - film",
      "total_skills": 10,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "production planning and scheduling",
        "workplace safety and health",
        "media law and compliance",
        "procurement for production operations",
        "production budget management",
        "production team and crew selection",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "linen room attendant / laundry valet attendant": {
      "role_name": "linen room attendant / laundry valet attendant",
      "total_skills": 11,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "people and relationship management",
        "productivity improvement",
        "service planning and implementation",
        "asset and inventory management",
        "customer challenges management",
        "laundry operations management",
        "linen and uniform room operations management",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "linen room supervisor": {
      "role_name": "linen room supervisor",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "crisis management",
        "service excellence",
        "customer experience management",
        "workplace safety and health performance management",
        "vendor management",
        "staff management"
      ],
      "nice_to_have": [
        "service coaching",
        "productivity improvement",
        "people and relationship management",
        "people and performance management",
        "people development",
        "organisational relationship building",
        "resource management",
        "service planning and implementation",
        "asset and inventory management",
        "linen and uniform room operations management",
        "laundry operations management",
        "environmental sustainability management",
        "technology adoption and innovation",
        "customer challenges management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lng research analyst": {
      "role_name": "lng research analyst",
      "total_skills": 10,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "contract management"
      ],
      "nice_to_have": [
        "data management",
        "regulatory compliance",
        "business intelligence and data analytics",
        "energy trading portfolio optimisation",
        "technology and systems application",
        "trading analysis",
        "trading reporting and assessment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lng trading and research head": {
      "role_name": "lng trading and research head",
      "total_skills": 16,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "contract management",
        "data management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "business planning management",
        "business intelligence and data analytics",
        "counterparty relationship management",
        "energy trading portfolio optimisation",
        "hedging management",
        "liquefied natural gas breakbulk services management",
        "people capability development",
        "sales and business development",
        "technology and systems application",
        "trading analysis",
        "trading reporting and assessment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "lng trading trader": {
      "role_name": "lng trading trader",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "contract management",
        "data management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "business planning management",
        "business intelligence and data analytics",
        "counterparty relationship management",
        "energy trading portfolio optimisation",
        "hedging management",
        "liquefied natural gas breakbulk services management",
        "sales and business development",
        "technology and systems application",
        "trading analysis",
        "trading reporting and assessment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "load control assistant": {
      "role_name": "load control assistant",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "human factors management",
        "aircraft load planning",
        "inclement weather operations and planning",
        "flight performance data calculation",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "load control documentation",
        "aircraft weight and balance calculation",
        "aircraft turnaround coordination",
        "human-robot collaboration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "load control officer": {
      "role_name": "load control officer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "human factors management",
        "aircraft load planning",
        "inclement weather operations and planning",
        "flight performance data calculation",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "load control documentation",
        "aircraft weight and balance calculation",
        "aircraft turnaround coordination",
        "human-robot collaboration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics contracts analyst / logistics operations analyst": {
      "role_name": "logistics contracts analyst / logistics operations analyst",
      "total_skills": 13,
      "core_skills": [
        "market research",
        "data and statistical analytics",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "risk management and administration",
        "customer management",
        "contract / vendor management",
        "e-logistics it solutioning",
        "logistics operations research and planning",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "material flow modelling",
        "material management (planning, sourcing, use, disposal)",
        "supply chain solutioning / modelling / planning / strategising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics contracts executive / logistics operations executive / logistics operations specialist": {
      "role_name": "logistics contracts executive / logistics operations executive / logistics operations specialist",
      "total_skills": 16,
      "core_skills": [
        "market research",
        "data and statistical analytics",
        "process improvement and optimisation",
        "risk management and administration"
      ],
      "nice_to_have": [
        "cloud computing application",
        "customer management",
        "autonomous logistics design and application",
        "contract / vendor management",
        "e-logistics it solutioning",
        "integrated system design and application",
        "logistics operations research and planning",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "material flow modelling",
        "material management (planning, sourcing, use, disposal)",
        "supply chain solutioning / modelling / planning / strategising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics contracts manager / logistics programme manager": {
      "role_name": "logistics contracts manager / logistics programme manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "market research",
        "financial management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "contract preparation, evaluation, negotiation and tendering",
        "risk management and administration",
        "customer management",
        "cloud computing application",
        "autonomous logistics design and application",
        "material management (planning, sourcing, use, disposal)",
        "material flow modelling",
        "logistics operations research and planning",
        "logistics solution product / project management",
        "logistics solution design thinking",
        "integrated system design and application",
        "e-logistics it solutioning",
        "contract / vendor management",
        "supply chain solutioning / modelling / planning / strategising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics data management coordinator / logistics data entry coordinator": {
      "role_name": "logistics data management coordinator / logistics data entry coordinator",
      "total_skills": 13,
      "core_skills": [
        "market research",
        "data and statistical analytics",
        "knowledge management",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "cargo tracking system administration",
        "risk management and administration",
        "customer management",
        "transport management system administration",
        "information technology and network security",
        "intellectual property (ip) management",
        "logistics solution product / project management",
        "transportation hub / control centre administration",
        "warehouse management system administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics data specialist / master data analyst / master data executive": {
      "role_name": "logistics data specialist / master data analyst / master data executive",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "market research",
        "financial management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "process improvement and optimisation",
        "risk management and administration",
        "customer management",
        "enterprise database system administration",
        "technology infrastructure management and integration",
        "information technology and network security",
        "intellectual property (ip) management",
        "logistics operations research and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics innovation and process improvement manager / customer and logistics systems manager": {
      "role_name": "logistics innovation and process improvement manager / customer and logistics systems manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business continuity management",
        "financial management"
      ],
      "nice_to_have": [
        "strategy planning",
        "data and statistical analytics",
        "process improvement and optimisation",
        "strategy implementation",
        "risk management and administration",
        "enterprise database system administration",
        "technology infrastructure management and integration",
        "automation design",
        "autonomous logistics design and application",
        "information technology and network security",
        "logistics operations research and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics it executive / digital services executive / logistics system analyst": {
      "role_name": "logistics it executive / digital services executive / logistics system analyst",
      "total_skills": 9,
      "core_skills": [
        "knowledge management",
        "technology application",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "risk management and administration",
        "customer management",
        "enterprise database system administration",
        "technology infrastructure management and integration",
        "information technology and network security",
        "logistics process quality management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics solutions analyst": {
      "role_name": "logistics solutions analyst",
      "total_skills": 14,
      "core_skills": [
        "market research",
        "business development",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "risk management and administration",
        "cloud computing application",
        "contract / vendor management",
        "logistics operations research and planning",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "material flow modelling",
        "material management (planning, sourcing, use, disposal)",
        "supply chain solutioning / modelling / planning / strategising",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics solutions and implementation director / tailored supply chain director / channel operations director": {
      "role_name": "logistics solutions and implementation director / tailored supply chain director / channel operations director",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "financial management",
        "business continuity management",
        "business development"
      ],
      "nice_to_have": [
        "corporate governance",
        "strategy planning",
        "data and statistical analytics",
        "process improvement and optimisation",
        "risk management and administration",
        "cloud computing application",
        "customer management",
        "material management (planning, sourcing, use, disposal)",
        "supply chain solutioning / modelling / planning / strategising",
        "autonomous logistics design and application",
        "logistics solution product / project management",
        "logistics solution design thinking",
        "logistics operations research and planning",
        "integrated system design and application",
        "e-logistics it solutioning",
        "contract / vendor management",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics solutions manager": {
      "role_name": "logistics solutions manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "market research",
        "financial management",
        "business development"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "process improvement and optimisation",
        "risk management and administration",
        "cloud computing application",
        "customer management",
        "autonomous logistics design and application",
        "material flow modelling",
        "supply chain solutioning / modelling / planning / strategising",
        "material management (planning, sourcing, use, disposal)",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "logistics operations research and planning",
        "integrated system design and application",
        "e-logistics it solutioning",
        "contract / vendor management",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "logistics solutions specialist / logistics solutions engineer": {
      "role_name": "logistics solutions specialist / logistics solutions engineer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business development"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "process improvement and optimisation",
        "risk management and administration",
        "cloud computing application",
        "customer management",
        "autonomous logistics design and application",
        "material flow modelling",
        "supply chain solutioning / modelling / planning / strategising",
        "material management (planning, sourcing, use, disposal)",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "logistics operations research and planning",
        "integrated system design and application",
        "e-logistics it solutioning",
        "contract / vendor management",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "machinist / technician": {
      "role_name": "machinist / technician",
      "total_skills": 28,
      "core_skills": [
        "emergency response management",
        "internet of things management",
        "additive manufacturing",
        "quality system management",
        "data synthesis",
        "automated operation monitoring",
        "continuous process improvement",
        "embedded systems integration",
        "equipment maintenance",
        "manufacturing process management",
        "machining",
        "surface preparation and protection",
        "product and machine assembly"
      ],
      "nice_to_have": [
        "precision measurement",
        "non-destructive testing",
        "material joining",
        "geometric dimensioning and tolerancing",
        "augmented reality application",
        "cutting",
        "computer-aided manufacturing",
        "automated system design",
        "hydraulic systems management",
        "pneumatic systems management",
        "computer-aided design",
        "cleanliness and contamination control",
        "automation systems maintenance",
        "virtual reality application",
        "workplace safety and health practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "maintenance controller / technical operations representative": {
      "role_name": "maintenance controller / technical operations representative",
      "total_skills": 29,
      "core_skills": [
        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "maintenance coordination",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propulsion principles application",
        "aerodynamics principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "maintenance manager": {
      "role_name": "maintenance manager",
      "total_skills": 30,
      "core_skills": [
        "change management",
        "emergency response management",
        "business continuity management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "third party management",
        "organisational resource management",
        "procurement management",
        "staff management",
        "reliability engineering management",
        "preventive maintenance management",
        "inspection engineering management",
        "engineering management of change",
        "electrical engineering management",
        "training, coaching and assessment management",
        "staff development management",
        "robotic and automation system maintenance",
        "asset integrity management",
        "mechanical rotating equipment engineering management",
        "plant turnaround management",
        "organisational analysis management",
        "mechanical static equipment engineering management",
        "budget management",
        "maintenance planning and scheduling",
        "maintenance integrity and reliability framework development and implementation",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "maintenance planner": {
      "role_name": "maintenance planner",
      "total_skills": 13,
      "core_skills": [
        "change management",
        "business continuity management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "procurement management",
        "preventive maintenance management",
        "asset integrity management",
        "maintenance integrity and reliability framework development and implementation",
        "maintenance planning and scheduling",
        "plant turnaround management",
        "supply chain management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "maintenance supervisor": {
      "role_name": "maintenance supervisor",
      "total_skills": 34,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "robotic and automation technology application",
        "third party management",
        "organisational resource management",
        "staff management",
        "procurement management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "mechanical field maintenance management",
        "technical report writing",
        "inspection engineering management",
        "engineering management of change",
        "electrical field maintenance management",
        "staff development management",
        "training, coaching and assessment management",
        "asset integrity management",
        "robotic and automation system maintenance",
        "process analyser maintenance management",
        "plant turnaround management",
        "maintenance planning and scheduling",
        "maintenance integrity and reliability framework development and implementation",
        "instrumentation and control system maintenance management",
        "instrumentation and control field maintenance management",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "maintenance technician": {
      "role_name": "maintenance technician",
      "total_skills": 39,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "emergency response management",
        "learning and development",
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "robotic and automation technology application",
        "third party management",
        "inspection engineering management",
        "preventive maintenance management",
        "accident and incident response management",
        "safe system of work development and implementation",
        "electrical field maintenance management",
        "dangerous goods management",
        "mechanical field maintenance management",
        "robotic and automation system maintenance",
        "process analyser maintenance management",
        "plant turnaround management",
        "incident investigation management",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "instrumentation and control field maintenance management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "human factors management",
        "hazard and risk control and policy management",
        "ground support equipment safety audit inspections",
        "ground support equipment operations",
        "ground support equipment maintenance",
        "ground handling services and operations management",
        "asset integrity management",
        "airside driving",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "make-up and / or hair designer": {
      "role_name": "make-up and / or hair designer",
      "total_skills": 4,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "hair design and styling",
        "make-up design (and special effects)"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "management accountant / financial planning and analysis analyst / business analyst": {
      "role_name": "management accountant / financial planning and analysis analyst / business analyst",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "business planning",
        "data analytics",
        "performance management",
        "conflict management",
        "risk management"
      ],
      "nice_to_have": [
        "data governance",
        "financial analysis",
        "benchmarking",
        "financial planning",
        "macroeconomic analysis",
        "corporate and business law",
        "cost management",
        "audit compliance",
        "financial reporting",
        "accounting and tax systems",
        "professional and business ethics",
        "tax implications",
        "finance business partnering",
        "management decision making",
        "digital technology environment scanning",
        "digital technology adoption and innovation",
        "taxation laws"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (airside operations)": {
      "role_name": "manager (airside operations)",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "standard operating procedures development",
        "service innovation",
        "dangerous goods management",
        "runway safety",
        "human factors management",
        "internet of things application",
        "airport collaborative decision making model application",
        "hazard and risk control and policy management",
        "airside safety",
        "airside operations management",
        "airside driving",
        "airport operations management",
        "wildlife hazard management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (baggage services)": {
      "role_name": "manager (baggage services)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "financial planning and budget management",
        "baggage services management",
        "baggage security screening operations",
        "baggage lost and found operations",
        "baggage handling operations",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (cargo)": {
      "role_name": "manager (cargo)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development",
        "manpower planning"
      ],
      "nice_to_have": [
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "crisis communication and media management",
        "service innovation",
        "dangerous goods management",
        "cargo receipt and inspection",
        "standard operating procedures development",
        "accident and incident response management",
        "inclement weather operations and planning",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "ground handling services and operations management",
        "human-robot collaboration",
        "human factors management",
        "hazard and risk control and policy management",
        "air cargo operations management",
        "financial planning and budget management",
        "cargo warehousing operations",
        "cargo transit and transhipment management",
        "cargo tracking systems administration",
        "cargo load planning",
        "aircraft turnaround coordination",
        "unit load devices operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (contact centre operations) / manager (service centres) / manager (premium passenger services)": {
      "role_name": "manager (contact centre operations) / manager (service centres) / manager (premium passenger services)",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "business development",
        "manpower planning",
        "technology application",
        "customer relationship management",
        "standard operating procedures development",
        "crisis communication and media management",
        "service branding and coaching",
        "airline distribution channel strategies",
        "human factors management",
        "ground services training delivery",
        "airline marketing",
        "call centre management",
        "airport operations management",
        "airline operations management",
        "customer service delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (engineering procurement)": {
      "role_name": "manager (engineering procurement)",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "strategy development",
        "technology application",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "contract development and management",
        "environmental management system framework development and implementation",
        "business presentation delivery",
        "quality system management",
        "technical writing",
        "programme management",
        "staff management",
        "third party management",
        "procurement performance monitoring",
        "procurement coordination and policy development",
        "organisational resource management",
        "building information modelling application",
        "project risk management",
        "inventory management",
        "cost management",
        "organisational risk management",
        "sustainable engineering",
        "materials inspection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (flight operations)": {
      "role_name": "manager (flight operations)",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "manpower planning"
      ],
      "nice_to_have": [
        "technology application",
        "data analytics",
        "business development",
        "process improvement and optimisation",
        "customer relationship management",
        "crisis communication and media management",
        "standard operating procedures development",
        "flight watching and flight following",
        "service innovation",
        "inclement weather operations and planning",
        "human factors management",
        "accident and incident response management",
        "aircraft performance management",
        "flight dispatch",
        "dangerous goods management",
        "flight planning",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "human-robot collaboration",
        "flight performance data calculation",
        "flight disruptions and irregular operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "financial planning and budget management",
        "airport operations management",
        "airline operations management",
        "aircraft turnaround coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (ground services)": {
      "role_name": "manager (ground services)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "data analytics"
      ],
      "nice_to_have": [
        "business development",
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "crisis communication and media management",
        "human factors management",
        "aircraft turnaround coordination",
        "internet of things application",
        "flight disruptions and irregular operations management",
        "customer service delivery",
        "service branding and coaching",
        "airport operations management",
        "service level agreement management",
        "airline representation and station management",
        "airline operations management",
        "ground services training delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (load control)": {
      "role_name": "manager (load control)",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "hazard and risk control and policy management",
        "aircraft load planning",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight performance data calculation",
        "load control documentation",
        "financial planning and budget management",
        "aircraft weight and balance calculation",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (network planning)": {
      "role_name": "manager (network planning)",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "data analytics",
        "manpower planning",
        "business development",
        "technology application",
        "standard operating procedures development",
        "airline marketing",
        "airport and airline economics",
        "airline revenue management",
        "network planning and operations",
        "route forecasting and development",
        "scheduling and slot coordination",
        "airline operations management",
        "airline distribution channel strategies"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (operations & maintenance / specialised systems / projects)": {
      "role_name": "manager (operations & maintenance / specialised systems / projects)",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "engineering contract management",
        "engineering project management",
        "human factors management",
        "airfield civil infrastructure maintenance and design",
        "hazard and risk control and policy management",
        "airfield specialised systems maintenance and design",
        "engineering safety and security standards",
        "airport operations management",
        "airport infrastructure and facilities maintenance and design",
        "engineering standards audit and assessment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (passenger services)": {
      "role_name": "manager (passenger services)",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "baggage lost and found operations",
        "inclement weather operations and planning",
        "hazard and risk control and policy management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground handling services and operations management",
        "financial planning and budget management",
        "service branding and coaching",
        "customer and passenger handling and care",
        "baggage services management",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (production / catering-cabin)": {
      "role_name": "manager (production / catering-cabin)",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "ground handling services and operations management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "food waste management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "kitchen production scheduling",
        "food and beverage safety, hygiene and security",
        "food and beverage quality audit and assessment",
        "food and beverage quality assurance framework development",
        "financial planning and budget management",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (project development)": {
      "role_name": "manager (project development)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "strategy development"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "technology application",
        "contract development and management",
        "environmental management system framework development and implementation",
        "business presentation delivery",
        "programme management",
        "building information modelling application",
        "technical writing",
        "business proposal writing",
        "staff management",
        "organisational resource management",
        "project risk management",
        "hazards and risk identification and management",
        "cost management",
        "electrical engineering management",
        "instrumentation and control design engineering management",
        "civil and structural engineering management",
        "geotechnical engineering management",
        "mechanical engineering management",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (project financing)": {
      "role_name": "manager (project financing)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "business performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "technology application",
        "project feasibility assessment",
        "contract development and management",
        "financial analysis",
        "business presentation delivery",
        "capital expenditure and investment evaluation",
        "programme management",
        "staff management",
        "technical writing",
        "organisational resource management",
        "business proposal writing",
        "financial modelling",
        "valuation approaches and methodologies",
        "valuation conclusion and reporting",
        "capital raising",
        "valuation research and analysis",
        "project risk management",
        "cost management",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (ramp / technical ramp)": {
      "role_name": "manager (ramp / technical ramp)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground support equipment operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground handling services and operations management",
        "financial planning and budget management",
        "cargo loading and unloading administration",
        "baggage loading and unloading administration",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager (technical services)": {
      "role_name": "manager (technical services)",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business development"
      ],
      "nice_to_have": [
        "manpower planning",
        "technology application",
        "customer relationship management",
        "process improvement and optimisation",
        "standard operating procedures development",
        "service innovation",
        "accident and incident response management",
        "dangerous goods management",
        "crisis communication and media management",
        "aircraft turnaround coordination",
        "hazard and risk control and policy management",
        "human factors management",
        "human-robot collaboration",
        "ground support equipment operations",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground support equipment maintenance",
        "ground support equipment failure analysis",
        "ground handling services and operations management",
        "financial planning and budget management",
        "ground support equipment safety audit inspections"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - analytics and customer insights": {
      "role_name": "manager - analytics and customer insights",
      "total_skills": 8,
      "core_skills": [
        "market research",
        "business negotiation",
        "data analytics"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "contract and vendor management",
        "data visualisation",
        "research",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - content acquisition": {
      "role_name": "manager - content acquisition",
      "total_skills": 8,
      "core_skills": [
        "innovation management",
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "customer behaviour analysis",
        "contract and vendor management",
        "content strategy",
        "research",
        "content acquisition management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - content commissioning": {
      "role_name": "manager - content commissioning",
      "total_skills": 10,
      "core_skills": [
        "innovation management",
        "project management"
      ],
      "nice_to_have": [
        "business negotiation",
        "contract and vendor management",
        "content strategy",
        "market evaluation",
        "research",
        "concept creation",
        "content commissioning",
        "content rating and compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - linear media infrastructure": {
      "role_name": "manager - linear media infrastructure",
      "total_skills": 5,
      "core_skills": [
        "emergency response management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "broadcast infrastructure design",
        "broadcast infrastructure installation",
        "broadcast infrastructure maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - linear media operations": {
      "role_name": "manager - linear media operations",
      "total_skills": 8,
      "core_skills": [
        "emergency response management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "media file formats conformation",
        "content ingest operations",
        "master control room operations",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - localisation": {
      "role_name": "manager - localisation",
      "total_skills": 3,
      "core_skills": [
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "research",
        "customisation and localisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - on-demand media technology and operations": {
      "role_name": "manager - on-demand media technology and operations",
      "total_skills": 5,
      "core_skills": [
        "network configuration",
        "network administration and maintenance"
      ],
      "nice_to_have": [
        "application development",
        "content delivery network operations",
        "content ingest operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "manager - programme planning and scheduling": {
      "role_name": "manager - programme planning and scheduling",
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        "customer behaviour analysis"
      ],
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    },
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      ],
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      ],
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    },
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      "role_name": "manager / assistant manager",
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        "manpower planning",
        "strategy planning",
        "corporate governance"
      ],
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        "strategy implementation",
        "people management",
        "workplace safety and health",
        "conflict management",
        "emergency response and crisis management",
        "resilience and self-care",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "trends evaluation and application",
        "quality and audit management",
        "collaborative practices across disciplines and sectors",
        "department performance management",
        "reflexive practice",
        "social policy development",
        "social policy evaluation",
        "social policy formulation",
        "social policy implementation",
        "technology application in counselling"
      ],
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    },
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      "role_name": "manager / senior manager",
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        "conflict management"
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        "organisational analysis",
        "data synthesis",
        "risk appetite and goals setting",
        "workplace safety and health system management",
        "effectiveness management",
        "organisational strategising",
        "production resource management",
        "quality systems management",
        "crisis situations management"
      ],
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    },
    "manager, employee experience and relations": {
      "role_name": "manager, employee experience and relations",
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        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "business acumen",
        "data collection and preparation",
        "stakeholder engagement and management",
        "operational excellence",
        "labour relations management",
        "human resource practices implementation",
        "organisational event management"
      ],
      "nice_to_have": [
        "organisational diagnosis",
        "organisational culture development",
        "organisational change management",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource policies and legislation framework management",
        "conduct and behaviour management",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "health and wellness programme management",
        "financial acumen",
        "employer branding",
        "employee relationship management",
        "employee engagement management",
        "employee communication management",
        "diversity and inclusion management",
        "digital marketing and communication",
        "workplace optimisation"
      ],
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    },
    "manager, learning and organisation development": {
      "role_name": "manager, learning and organisation development",
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        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "learning needs analysis",
        "talent capability assessment",
        "stakeholder engagement and management",
        "skills framework adoption",
        "organisational design",
        "operational excellence",
        "business acumen",
        "leadership development"
      ],
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        "data collection and preparation",
        "organisational culture development",
        "career framework design",
        "strategic workforce planning",
        "diversity and inclusion management",
        "employee communication management",
        "organisational diagnosis",
        "financial acumen",
        "human resource digitalisation",
        "human resource policies and legislation framework management",
        "human resource advisory",
        "human resource analytics and insights",
        "learning and development strategy",
        "learning and development programme management",
        "career coaching",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "organisational change management"
      ],
      "industries": [],
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    },
    "manager, operations and technology": {
      "role_name": "manager, operations and technology",
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        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "data management",
        "data collection and preparation",
        "stakeholder engagement and management"
      ],
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        "skills framework adoption",
        "operational excellence",
        "business acumen",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource strategy formulation",
        "human resource systems management",
        "human resource digitalisation",
        "organisational change management",
        "organisational culture development",
        "organisational diagnosis",
        "human resource analytics and insights",
        "human resource advisory",
        "financial acumen",
        "diversity and inclusion management",
        "human resource service quality management"
      ],
      "industries": [],
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    },
    "manager, performance and rewards": {
      "role_name": "manager, performance and rewards",
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        "project management",
        "performance management",
        "risk management",
        "data governance",
        "technology integration",
        "skills framework adoption",
        "business acumen",
        "organisational design",
        "benefits management",
        "stakeholder engagement and management",
        "data collection and preparation"
      ],
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        "compensation management",
        "operational excellence",
        "job analysis and evaluation",
        "strategic workforce planning",
        "organisational diagnosis",
        "organisational culture development",
        "organisational change management",
        "human resource service quality management",
        "human resource strategy formulation",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "health and wellness programme management",
        "financial acumen",
        "executive remuneration management",
        "employee mobility management",
        "employee communication management",
        "diversity and inclusion management",
        "total rewards philosophy development"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "manager, talent attraction": {
      "role_name": "manager, talent attraction",
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        "project management",
        "risk management",
        "data governance",
        "technology integration",
        "operational excellence",
        "stakeholder engagement and management",
        "skills framework adoption",
        "selection management",
        "recruitment channel management",
        "organisational design",
        "business acumen"
      ],
      "nice_to_have": [
        "data collection and preparation",
        "human resource digitalisation",
        "human resource advisory",
        "strategic workforce planning",
        "diversity and inclusion management",
        "employee communication management",
        "employee mobility management",
        "employer branding",
        "financial acumen",
        "organisational event management",
        "organisational culture development",
        "human resource policies and legislation framework management",
        "organisational change management",
        "human resource analytics and insights",
        "onboarding",
        "job analysis and evaluation",
        "contingent workforce management",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "industry networking"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "manager, talent management": {
      "role_name": "manager, talent management",
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        "project management",
        "performance management",
        "risk management",
        "data governance",
        "technology integration",
        "talent management",
        "succession planning",
        "business acumen",
        "skills framework adoption",
        "leadership development",
        "organisational design",
        "stakeholder engagement and management",
        "talent capability assessment"
      ],
      "nice_to_have": [
        "data collection and preparation",
        "competency framework development",
        "operational excellence",
        "organisational change management",
        "retirement and re-employment management",
        "strategic workforce planning",
        "organisational diagnosis",
        "organisational culture development",
        "involuntary exit management",
        "career coaching",
        "human resource strategy formulation",
        "human resource service quality management",
        "human resource practices implementation",
        "human resource policies and legislation framework management",
        "human resource digitalisation",
        "human resource analytics and insights",
        "human resource advisory",
        "financial acumen",
        "employee mobility management",
        "employee communication management",
        "diversity and inclusion management",
        "contingent workforce management",
        "career framework design",
        "voluntary exit management"
      ],
      "industries": [],
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    },
    "managing director": {
      "role_name": "managing director",
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        "innovation management",
        "budgeting",
        "learning and development"
      ],
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        "strategy planning",
        "vendor management",
        "incident and accident investigation",
        "workplace safety and health policy development",
        "contract preparation, evaluation, negotiation and tendering",
        "data analysis and interpretation",
        "automation of landscape operations",
        "workflow digitalisation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "managing director / general manager / chief operating officer / fleet director": {
      "role_name": "managing director / general manager / chief operating officer / fleet director",
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        "business negotiation",
        "budgeting",
        "financial management",
        "business continuity management",
        "business planning",
        "crisis management"
      ],
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        "manpower planning",
        "risk compliance and governance",
        "financial analysis",
        "networking",
        "cyber security",
        "risk control and response planning",
        "organisational strategy and policy realisation",
        "resource management",
        "ship cyber security",
        "fleet procurement",
        "innovation",
        "chartering",
        "ship energy efficiency"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "managing director / general manager / vice-president": {
      "role_name": "managing director / general manager / vice-president",
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        "learning and development",
        "business continuity planning"
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        "conflict management",
        "organisational analysis",
        "risk appetite and goals setting",
        "business networking",
        "organisational strategising",
        "crisis situations management"
      ],
      "industries": [],
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    },
    "manufacturing engineer / production engineer (assembly)": {
      "role_name": "manufacturing engineer / production engineer (assembly)",
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        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "manufacturing process management",
        "lean manufacturing",
        "continuous process improvement",
        "automation process control",
        "metallic material characterisation",
        "material joining",
        "augmented reality application"
      ],
      "nice_to_have": [
        "product and machine assembly",
        "automated system design",
        "welding process",
        "product lifecycle management",
        "piston engine principles application",
        "production line set-up",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "propulsion principles application",
        "physics concepts application",
        "sealants process",
        "surface preparation and protection for aerospace manufacturing",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "aerodynamics principles application",
        "new engine build process application",
        "mathematical concepts application",
        "aerospace materials and hardware selection",
        "jigs and fixtures design",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "aviation legislation compliance",
        "workshop practices application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "manufacturing engineer / production engineer (manufacturing)": {
      "role_name": "manufacturing engineer / production engineer (manufacturing)",
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        "business opportunities development",
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "condition-based assets monitoring management",
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "continuous process improvement",
        "manufacturing process management",
        "machining",
        "lean manufacturing",
        "laser and optics application",
        "automation process control",
        "metallic material characterisation",
        "material joining",
        "computer-aided manufacturing",
        "automated system design"
      ],
      "nice_to_have": [
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        "piston aeroplane aerodynamics, structures and systems principles application",
        "non-metallic materials testing",
        "physics concepts application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "product lifecycle management",
        "production line set-up",
        "welding process",
        "propulsion principles application",
        "non-metallic materials manufacturing",
        "sealants process",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "propeller principles application",
        "jigs and fixtures design",
        "mathematical concepts application",
        "elastomer seals application",
        "aerospace heat treatment process",
        "aerospace materials and hardware selection",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "digital techniques application",
        "electrical fundamentals application",
        "aerodynamics principles application",
        "electronic fundamentals application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "internet of things implementation",
        "workshop practices application"
      ],
      "industries": [],
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    },
    "manufacturing manager": {
      "role_name": "manufacturing manager",
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        "project management",
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        "business continuity planning",
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        "strategy planning",
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        "business performance management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "risk compliance and governance",
        "additive manufacturing"
      ],
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        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "laser and optics application",
        "artificial intelligence application",
        "automation process control",
        "cyber risk management",
        "green manufacturing design and implementation",
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        "carbon footprint management",
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        "applied research and development management",
        "automated system design",
        "metallic material characterisation",
        "big data analytics",
        "internet of things implementation",
        "welding process",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "surface preparation and protection for aerospace manufacturing",
        "aerospace materials and hardware selection",
        "digital techniques application",
        "electrical fundamentals application",
        "electronic fundamentals application",
        "engineering problem solving",
        "propulsion principles application",
        "propeller principles application",
        "aviation legislation compliance",
        "production line set-up",
        "product lifecycle management",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "new engine build process application",
        "gas turbine engine principles application",
        "aerodynamics principles application",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application"
      ],
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    },
    "manufacturing manager / operations manager / production manager": {
      "role_name": "manufacturing manager / operations manager / production manager",
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        "change management",
        "project management",
        "emergency response management",
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        "learning and development",
        "business planning",
        "internet of things management",
        "conflict management",
        "enterprise risk management",
        "risk compliance and governance",
        "organisational analysis",
        "networking",
        "additive manufacturing",
        "quality system management",
        "production planning"
      ],
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        "business innovation",
        "data synthesis",
        "lean manufacturing",
        "procurement performance monitoring",
        "vision leadership",
        "carbon footprint management",
        "manufacturing process design",
        "continuous process improvement",
        "cyber risk management",
        "manufacturing process management",
        "data analytics system design",
        "production performance management",
        "competitive business strategy",
        "new product introduction",
        "research and development",
        "supply chain solutioning",
        "value analysis",
        "maintenance coordination",
        "production resource management",
        "sustainable manufacturing",
        "virtual reality application",
        "workplace safety and health practice"
      ],
      "industries": [],
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    },
    "manufacturing planning assistant": {
      "role_name": "manufacturing planning assistant",
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        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
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        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
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    },
    "manufacturing planning executive": {
      "role_name": "manufacturing planning executive",
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        "business opportunities development",
        "knowledge management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
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        "production planning",
        "quality system management",
        "continuous process improvement",
        "lean manufacturing",
        "enterprise database system administration",
        "warehouse inventory control and audit",
        "supplier management and capability development",
        "aviation legislation compliance",
        "mathematical concepts application",
        "human factors application and error management",
        "internet of things implementation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "manufacturing planning manager": {
      "role_name": "manufacturing planning manager",
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        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management",
        "knowledge management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "asset management",
        "risk compliance and governance",
        "contract development and management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "data synthesis",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
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        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "aviation legislation compliance",
        "supplier management and capability development"
      ],
      "industries": [],
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    },
    "manufacturing planning supervisor": {
      "role_name": "manufacturing planning supervisor",
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        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
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        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "marine claims executive": {
      "role_name": "marine claims executive",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "corporate governance"
      ],
      "nice_to_have": [
        "customer experience management",
        "contract and vendor management",
        "data governance",
        "regulatory compliance",
        "cyber security",
        "ethical culture",
        "marine insurance claims handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marine consultant": {
      "role_name": "marine consultant",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business planning",
        "strategy planning",
        "manpower planning",
        "customer experience management"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "project feasibility assessment",
        "organisational analysis",
        "market profiling",
        "networking",
        "contract and vendor management",
        "business data analysis",
        "process improvement and optimisation",
        "business presentation delivery",
        "technology integration",
        "cyber security",
        "proposal writing",
        "resource management",
        "innovation",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marine manager": {
      "role_name": "marine manager",
      "total_skills": 29,
      "core_skills": [
        "market research",
        "budgeting",
        "financial management",
        "business continuity management",
        "learning and development",
        "business planning",
        "crisis management",
        "service excellence",
        "manpower planning"
      ],
      "nice_to_have": [
        "networking",
        "risk compliance and governance",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "innovation",
        "fleet procurement",
        "crisis communication",
        "employee relations",
        "ship cyber security",
        "ship energy efficiency",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "ship safety management systems audit",
        "crew management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marine underwriter": {
      "role_name": "marine underwriter",
      "total_skills": 17,
      "core_skills": [
        "business negotiation",
        "continuous improvement management",
        "performance management",
        "business performance management",
        "customer experience management",
        "business environment analysis",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "business data analysis",
        "business presentation delivery",
        "quality assurance",
        "regulatory compliance",
        "policy implementation and revision",
        "cyber security",
        "ethical culture",
        "underwriting process",
        "marine insurance underwriting profitability and efficiency management",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marine underwriting assistant": {
      "role_name": "marine underwriting assistant",
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        "business negotiation",
        "continuous improvement management",
        "customer experience management",
        "contract and vendor management",
        "business data analysis"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "regulatory compliance",
        "cyber security",
        "ethical culture",
        "policy implementation and revision",
        "underwriting process",
        "marine insurance underwriting profitability and efficiency management",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "market and liquidity risk analyst": {
      "role_name": "market and liquidity risk analyst",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "business risk assessment",
        "data mining and modelling"
      ],
      "nice_to_have": [
        "regulatory risk assessment",
        "data collection and analysis",
        "ethical culture",
        "market risk management",
        "standard operating procedures development",
        "asset and liability management",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "market and liquidity risk manager": {
      "role_name": "market and liquidity risk manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "business continuity planning",
        "technology application",
        "business environment analysis",
        "business risk assessment"
      ],
      "nice_to_have": [
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "standard operating procedures development",
        "policy implementation and revision",
        "market risk management",
        "ethical culture",
        "data collection and analysis",
        "people performance management",
        "risk analytics",
        "risk and compliance reporting",
        "scenario planning and analysis",
        "asset and liability management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing and channel management senior executive": {
      "role_name": "marketing and channel management senior executive",
      "total_skills": 12,
      "core_skills": [
        "innovation management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "internet of things management",
        "staff training facilitation",
        "third party management",
        "business intelligence and data analytics",
        "digital marketing management",
        "marketing content development",
        "marketing operations management",
        "marketing strategy development",
        "partnership development and management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing assistant / marketing coordinator": {
      "role_name": "marketing assistant / marketing coordinator",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "market research",
        "learning and development",
        "continuous improvement management",
        "service excellence",
        "conflict management",
        "customer experience management",
        "marketing campaign management",
        "market profiling"
      ],
      "nice_to_have": [
        "brand portfolio management",
        "digital marketing",
        "customer relationship management",
        "e-commerce campaign management",
        "systems thinking application",
        "website design",
        "data mining and modelling",
        "social media management",
        "technology integration",
        "website performance management",
        "resource management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing associate / assistant": {
      "role_name": "marketing associate / assistant",
      "total_skills": 65,
      "core_skills": [
        "stakeholder management",
        "market research",
        "data analytics",
        "crisis management",
        "business opportunities development",
        "conflict management",
        "knowledge management",
        "customer acquisition management",
        "marketing campaign management",
        "customer behaviour analysis",
        "marketing communications plan development",
        "market profiling",
        "brand portfolio management",
        "intellectual property management",
        "media strategy development",
        "website design",
        "e-commerce campaign management",
        "events planning and management",
        "design concepts generation",
        "social media marketing",
        "business relationship building"
      ],
      "nice_to_have": [
        "social media management",
        "website performance management",
        "media platforms management",
        "consumer intelligence analysis",
        "visual collaterals production",
        "marketing mix management",
        "brand campaign management",
        "content writing and editing",
        "market trend analysis",
        "international marketing programmes management",
        "communications channel management",
        "infographics and data visualisation",
        "customer relationship management operations",
        "content management",
        "shopper marketing campaign management",
        "rules-based copy editing",
        "search engine optimisation (seo)",
        "sentiment analysis",
        "user interface and user experience (ui/ux) optimisation",
        "typeface and layout production",
        "production of still and moving images",
        "visual design and communication principles",
        "workplace communications",
        "writing of advertising copy for broadcast and interactive media",
        "public relations campaign management",
        "affiliate marketing",
        "print production trends and techniques",
        "print management",
        "business operational planning",
        "colour concept application",
        "compliance with legal regulations",
        "content management system utilisation",
        "data-mining and modelling",
        "digital asset and file management",
        "digital image production",
        "game-based marketing",
        "inbound marketing",
        "blog and vlog deployment",
        "mass communications management",
        "mobile apps marketing",
        "paid search engine marketing (sem)",
        "point-of-purchase marketing",
        "press conferences management",
        "writing of advertising copy for print media"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing communications executive / digital marketing executive / public relations executive": {
      "role_name": "marketing communications executive / digital marketing executive / public relations executive",
      "total_skills": 20,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "data analytics",
        "public relations management",
        "vendor management",
        "customer behaviour analysis",
        "marketing campaign management",
        "report writing",
        "marketing communications plan development"
      ],
      "nice_to_have": [
        "brand management",
        "market profiling",
        "digital marketing",
        "media strategy development",
        "business presentation delivery",
        "website design",
        "events planning and management",
        "social media marketing",
        "market trend analysis",
        "collateral production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing communications manager / digital marketing manager / public relations manager / assistant marketing communications manager / assistant digital marketing manager / assistant public relations manager": {
      "role_name": "marketing communications manager / digital marketing manager / public relations manager / assistant marketing communications manager / assistant digital marketing manager / assistant public relations manager",
      "total_skills": 22,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "data analytics",
        "marketing campaign management",
        "vendor management",
        "customer behaviour analysis",
        "marketing communications plan development",
        "brand management",
        "market profiling"
      ],
      "nice_to_have": [
        "digital marketing",
        "media strategy development",
        "public relations management",
        "business presentation delivery",
        "website design",
        "events planning and management",
        "social media marketing",
        "staff management",
        "market trend analysis",
        "people development",
        "service brand",
        "technology adoption and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing communications officer / digital marketing officer / sales and marketing officer": {
      "role_name": "marketing communications officer / digital marketing officer / sales and marketing officer",
      "total_skills": 16,
      "core_skills": [
        "market research",
        "report writing",
        "data analytics",
        "customer behaviour analysis",
        "marketing campaign management",
        "digital marketing",
        "market profiling"
      ],
      "nice_to_have": [
        "marketing communications plan development",
        "media strategy development",
        "public relations management",
        "website design",
        "events planning and management",
        "social media marketing",
        "market trend analysis",
        "asset and inventory management",
        "collateral production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing development manager": {
      "role_name": "marketing development manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "business negotiation",
        "emergency response management",
        "budgeting",
        "business opportunities development",
        "customer acquisition management",
        "business performance management",
        "strategy development",
        "customer behaviour analysis",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "brand portfolio management",
        "systems thinking",
        "marketing communications plan development",
        "e-commerce campaign management",
        "business relationship building",
        "technical presentation",
        "business networking",
        "social media marketing",
        "consumer intelligence analysis",
        "customer loyalty and retention strategy formulation",
        "conflict resolution",
        "product improvement",
        "communications channel management",
        "international marketing programmes management",
        "food product marketing",
        "international trade legislation for business",
        "new export market entry strategy formulation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing director": {
      "role_name": "marketing director",
      "total_skills": 91,
      "core_skills": [
        "stakeholder management",
        "market research",
        "learning and development",
        "budgeting",
        "marketing campaign management",
        "data analytics",
        "strategy planning",
        "project management",
        "marketing communications plan development",
        "business performance management",
        "business environment analysis",
        "business negotiation",
        "media strategy development",
        "customer behaviour analysis",
        "brand portfolio management",
        "business opportunities development",
        "crisis management",
        "corporate governance",
        "manpower planning",
        "e-commerce campaign management",
        "conflict management",
        "knowledge management",
        "partnership management",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "design concepts generation",
        "consumer intelligence analysis",
        "social media management",
        "media platforms management",
        "networking",
        "digital marketing",
        "brand management",
        "emerging technology synthesis",
        "financial analysis",
        "market profiling",
        "market trend analysis",
        "business innovation",
        "content management",
        "marketing mix management",
        "business data analysis",
        "infographics and data visualisation",
        "brand campaign management",
        "pricing strategy",
        "strategy implementation",
        "intellectual property management",
        "business risk assessment",
        "events planning and management",
        "organisational vision, mission and values formulation",
        "social media marketing",
        "customer loyalty and retention strategy formulation",
        "integrated marketing",
        "succession planning",
        "business relationship building",
        "website performance management",
        "technology scanning",
        "customer relationship management operations",
        "content strategy",
        "content writing and editing",
        "international marketing programmes management",
        "organisational planning and target setting",
        "sponsorship management",
        "communications channel management",
        "marketing strategy",
        "brand guideline development",
        "user interface and user experience (ui/ux) optimisation",
        "typeface and layout production",
        "visual design and communication principles",
        "tourism and economic development",
        "shopper marketing campaign management",
        "search engine optimisation (seo)",
        "sentiment analysis",
        "technology strategy formulation",
        "affiliate marketing",
        "public relations campaign management",
        "press conferences management",
        "business operational planning",
        "compliance with legal regulations",
        "content management system utilisation",
        "data-mining and modelling",
        "digital asset and file management",
        "employee and labour relations",
        "financial budget planning and management",
        "game-based marketing",
        "inbound marketing",
        "blog and vlog deployment",
        "mass communications management",
        "mobile apps marketing",
        "organisational alignment and interdependency analysis",
        "organisational strategy formulation",
        "paid search engine marketing (sem)",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing executive": {
      "role_name": "marketing executive",
      "total_skills": 111,
      "core_skills": [
        "stakeholder management",
        "market research",
        "data analytics",
        "business negotiation",
        "marketing campaign management",
        "customer experience management",
        "innovation management",
        "customer behaviour analysis",
        "change management",
        "project management",
        "conflict management",
        "marketing communications plan development",
        "brand portfolio management",
        "customer acquisition management",
        "business environment analysis",
        "media strategy development",
        "e-commerce campaign management",
        "website design",
        "brand management",
        "market profiling",
        "learning and development",
        "digital marketing",
        "budgeting",
        "business opportunities development",
        "website performance management",
        "service excellence",
        "continuous improvement management",
        "media platforms management"
      ],
      "nice_to_have": [
        "design concepts generation",
        "crisis management",
        "business planning",
        "social media management",
        "partnership management",
        "knowledge management",
        "business performance management",
        "consumer intelligence analysis",
        "data mining and modelling",
        "technology application",
        "vendor management",
        "integrated marketing",
        "contract and vendor management",
        "networking",
        "emerging technology synthesis",
        "customer relationship management",
        "content management",
        "market trend analysis",
        "strategy implementation",
        "business presentation delivery",
        "marketing mix management",
        "marketing strategy",
        "intellectual property management",
        "content writing and editing",
        "business risk assessment",
        "infographics and data visualisation",
        "pricing strategy",
        "brand campaign management",
        "visual collaterals production",
        "systems thinking application",
        "technology integration",
        "social media marketing",
        "events planning and management",
        "effectiveness management",
        "contract management",
        "business relationship building",
        "customer loyalty and retention strategy formulation",
        "sponsorship management",
        "brand guideline development",
        "resource management",
        "market intelligence",
        "communications channel management",
        "customer relationship management operations",
        "market evaluation",
        "international marketing programmes management",
        "technology scanning",
        "workplace communications",
        "visual design and communication principles",
        "solutions design thinking",
        "tourism and economic development",
        "writing of advertising copy for broadcast and interactive media",
        "shopper marketing campaign management",
        "typeface and layout production",
        "rules-based copy editing",
        "sentiment analysis",
        "user interface and user experience (ui/ux) optimisation",
        "search engine optimisation (seo)",
        "affiliate marketing",
        "retail space utilisation",
        "inbound marketing",
        "business operational planning",
        "colour concept application",
        "compliance with legal regulations",
        "content management system utilisation",
        "content marketing strategy",
        "data-mining and modelling",
        "digital asset and file management",
        "digital image production",
        "financial budget planning and management",
        "game-based marketing",
        "blog and vlog deployment",
        "public relations campaign management",
        "manual and digital drawings production",
        "mass communications management",
        "mobile apps marketing",
        "paid search engine marketing (sem)",
        "photographic images manipulation",
        "point-of-purchase marketing",
        "press conferences management",
        "print management",
        "print production trends and techniques",
        "production of still and moving images",
        "writing of advertising copy for print media"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "marketing manager": {
      "role_name": "marketing manager",
      "total_skills": 138,
      "core_skills": [
        "stakeholder management",
        "market research",
        "innovation management",
        "budgeting",
        "data analytics",
        "marketing campaign management",
        "business negotiation",
        "customer experience management",
        "business performance management",
        "learning and development",
        "customer behaviour analysis",
        "change management",
        "continuous improvement management",
        "project management",
        "conflict management",
        "manpower planning",
        "strategy planning",
        "marketing communications plan development",
        "brand portfolio management",
        "customer acquisition management",
        "e-commerce campaign management",
        "business environment analysis",
        "website design",
        "media strategy development",
        "digital marketing",
        "market profiling",
        "brand management",
        "business opportunities development",
        "service excellence",
        "social media management",
        "media platforms management",
        "crisis management"
      ],
      "nice_to_have": [
        "website performance management",
        "business planning",
        "design concepts generation",
        "corporate governance",
        "internet of things management",
        "partnership management",
        "knowledge management",
        "vendor management",
        "technology application",
        "integrated marketing",
        "enterprise risk management",
        "data mining and modelling",
        "content management",
        "consumer intelligence analysis",
        "contract and vendor management",
        "organisational analysis",
        "emerging technology synthesis",
        "customer relationship management",
        "financial analysis",
        "networking",
        "content writing and editing",
        "brand campaign management",
        "strategy implementation",
        "pricing strategy",
        "marketing strategy",
        "systems thinking application",
        "marketing mix management",
        "market trend analysis",
        "business data analysis",
        "visual collaterals production",
        "infographics and data visualisation",
        "business presentation delivery",
        "intellectual property management",
        "business risk assessment",
        "business relationship building",
        "social media marketing",
        "organisational vision, mission and values formulation",
        "staff training facilitation",
        "effectiveness management",
        "contract management",
        "third party management",
        "succession planning",
        "events planning and management",
        "customer loyalty and retention strategy formulation",
        "technology integration",
        "sponsorship management",
        "market evaluation",
        "resource management",
        "content strategy",
        "technology scanning",
        "communications channel management",
        "organisational planning and target setting",
        "international marketing programmes management",
        "market intelligence",
        "customer relationship management operations",
        "brand guideline development",
        "user interface and user experience (ui/ux) optimisation",
        "technology strategy formulation",
        "retail space utilisation",
        "rules-based copy editing",
        "search engine optimisation (seo)",
        "sentiment analysis",
        "typeface and layout production",
        "shopper marketing campaign management",
        "public relations campaign management",
        "visual design and communication principles",
        "writing of advertising copy for broadcast and interactive media",
        "tourism and economic development",
        "solutions design thinking",
        "workplace communications",
        "technology and systems application",
        "affiliate marketing",
        "production of still and moving images",
        "digital asset and file management",
        "manual and digital drawings production",
        "inbound marketing",
        "game-based marketing",
        "financial budget planning and management",
        "digital marketing management",
        "digital image production",
        "data-mining and modelling",
        "product and pricing strategy development",
        "content marketing strategy",
        "content management system utilisation",
        "compliance with legal regulations",
        "business operational planning",
        "business intelligence and data analytics",
        "business insights",
        "blog and vlog deployment",
        "marketing content development",
        "marketing operations management",
        "marketing strategy development",
        "mass communications management",
        "mobile apps marketing",
        "organisational alignment and interdependency analysis",
        "organisational strategy formulation",
        "paid search engine marketing (sem)",
        "partnership development and management",
        "people capability development",
        "photographic images manipulation",
        "point-of-purchase marketing",
        "press conferences management",
        "print management",
        "print production trends and techniques",
        "product and pricing analysis",
        "writing of advertising copy for print media"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master (special limit)": {
      "role_name": "master (special limit)",
      "total_skills": 10,
      "core_skills": [
        "cyber security",
        "cargo handling and stowage",
        "fire prevention and fire-fighting",
        "navigation and position determination (special limit)",
        "navigation watch (special limit)",
        "personal survival techniques"
      ],
      "nice_to_have": [
        "search and rescue operations",
        "ship medical care",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master craftsman": {
      "role_name": "master craftsman",
      "total_skills": 34,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "learning and development",
        "internet of things management",
        "user experience design",
        "networking",
        "user interface design",
        "quality system management",
        "additive manufacturing"
      ],
      "nice_to_have": [
        "data synthesis",
        "workplace safety and health system management",
        "equipment maintenance",
        "vision leadership",
        "data analytics system design",
        "automation process control",
        "machining",
        "manufacturing process management",
        "continuous process improvement",
        "geometric dimensioning and tolerancing",
        "computer-aided manufacturing",
        "precision measurement",
        "metallic material characterisation",
        "cutting",
        "automated system design",
        "engineering product design",
        "plastic injection moulding",
        "polymeric material characterisation",
        "jigs and fixture design",
        "computer-aided design",
        "automation systems maintenance",
        "injection mould design",
        "manufacturing technology"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master engineer (special limit)": {
      "role_name": "master engineer (special limit)",
      "total_skills": 7,
      "core_skills": [
        "electrical, electronic and control engineering",
        "engineering watch",
        "fire prevention and fire-fighting",
        "personal survival techniques"
      ],
      "nice_to_have": [
        "ship medical care",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master social worker": {
      "role_name": "master social worker",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master technical specialist": {
      "role_name": "master technical specialist",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "report writing",
        "maintenance scheduling",
        "inventory management",
        "work at heights",
        "equipment maintenance and housekeeping",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace and facilities safety management",
        "bus air-conditioning systems maintenance",
        "internet of things application",
        "bus body work maintenance",
        "heavy lifting machinery operation",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "master trade specialist / senior trade specialist / trade specialist": {
      "role_name": "master trade specialist / senior trade specialist / trade specialist",
      "total_skills": 30,
      "core_skills": [
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "incident and accident investigation",
        "additive manufacturing",
        "programme management",
        "procurement coordination and policy development",
        "laser and optics application",
        "technical writing"
      ],
      "nice_to_have": [
        "technical inspection",
        "structural testing",
        "value engineering",
        "surface preparation and protection",
        "quality systems management",
        "marine equipment material selection",
        "non-destructive testing",
        "instrumentation and control system design",
        "component assembly",
        "forming",
        "scaffolding",
        "electrical testing",
        "marine equipment and system maintenance",
        "marine engineering calculations",
        "marine auxiliary system maintenance",
        "launch planning and management",
        "joining and welding",
        "computer numeric control operations",
        "installation planning and execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "material handling equipment (mhe) operator / forklift operator / warehouse assistant / inventory assistant": {
      "role_name": "material handling equipment (mhe) operator / forklift operator / warehouse assistant / inventory assistant",
      "total_skills": 13,
      "core_skills": [
        "equipment maintenance",
        "risk management and administration",
        "cargo issuance and dispatch",
        "dangerous goods management",
        "cargo lifting",
        "container loading and unloading administration",
        "cross docking"
      ],
      "nice_to_have": [
        "livestock cargo administration",
        "material handling equipment (mhe) handling",
        "warehouse administration",
        "warehouse maintenance and housekeeping",
        "warehouse management system administration",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "mechanical engineer / electrical engineer": {
      "role_name": "mechanical engineer / electrical engineer",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "project feasibility assessment",
        "engineering safety standards interpretation",
        "people management",
        "quality system management",
        "design thinking practice",
        "building information modelling application",
        "technical presentation",
        "technical inspection",
        "equipment and systems testing",
        "technology scanning",
        "project risk management"
      ],
      "nice_to_have": [
        "equipment and systems installation and commissioning management",
        "site assessment and analysis",
        "engineering drawing and design specifications",
        "engineering contract management",
        "design for safety",
        "solar photovoltaic energy assessment",
        "solar photovoltaic systems designs",
        "data collection and analysis",
        "critical thinking",
        "lightning protection systems design",
        "regulatory submission and clearance",
        "plumbing, sanitary, drainage and gas systems design",
        "natural ventilation design",
        "air conditioning and mechanical ventilation system design",
        "lighting design optimisation",
        "lifts and escalators systems design",
        "life cycle costing and analysis",
        "integrated digital delivery application",
        "indoor environmental quality improvement",
        "analytics and computational modelling",
        "fire protection system design",
        "ethical climate",
        "electrical systems design",
        "design for manufacturing and assembly",
        "design for maintainability",
        "construction technology",
        "computational design",
        "building management system implementation and control",
        "green building strategy implementation"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "mechanical operator / waste and recyclables collection truck driver": {
      "role_name": "mechanical operator / waste and recyclables collection truck driver",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "internet of things management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "risk management and administration",
        "customer management",
        "transport management system administration",
        "equipment and inventory management",
        "waste collection management",
        "waste material loading and unloading administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "membership crew": {
      "role_name": "membership crew",
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      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "business performance management",
        "workplace safety and health performance management"
      ],
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        "technology application",
        "systems thinking application",
        "strategy implementation",
        "sales closure",
        "risk management and administration",
        "productivity improvement",
        "resource management",
        "financial planning and analysis",
        "technology scanning",
        "accident and incident response management",
        "attractions guest relations management",
        "attractions membership, admission and ticketing management",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "membership director / assistant director": {
      "role_name": "membership director / assistant director",
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        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "customer acquisition management",
        "risk management",
        "partnership management",
        "knowledge management",
        "project feasibility assessment"
      ],
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        "contract development and management",
        "data governance",
        "networking",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "disruption management",
        "data mining and modelling",
        "vision leadership",
        "customer loyalty and retention strategy formulation",
        "business relationship building",
        "organisation and board relationship",
        "effective board member",
        "people and performance management",
        "proposal writing",
        "customer relationship management operations",
        "sponsorship management",
        "management decision making",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "solutions design thinking",
        "technology adoption and innovation",
        "industry knowledge, research and analysis",
        "legal compliance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "membership manager / assistant manager": {
      "role_name": "membership manager / assistant manager",
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        "stakeholder management",
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        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "strategy planning",
        "corporate governance",
        "manpower planning",
        "knowledge management",
        "partnership management",
        "customer acquisition management"
      ],
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        "project feasibility assessment",
        "vendor management",
        "data governance",
        "contract development and management",
        "networking",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "events planning and management",
        "data mining and modelling",
        "vision leadership",
        "customer loyalty and retention strategy formulation",
        "business relationship building",
        "sponsorship management",
        "people and performance management",
        "proposal writing",
        "customer relationship management operations",
        "trade association advocacy and representation",
        "business innovation and improvement",
        "management decision making",
        "technology adoption and innovation",
        "industry knowledge, research and analysis",
        "solutions design thinking",
        "legal compliance management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "membership senior executive / executive": {
      "role_name": "membership senior executive / executive",
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        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "continuous improvement management",
        "business continuity planning",
        "risk management",
        "partnership management",
        "knowledge management",
        "customer acquisition management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
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        "networking",
        "data governance",
        "contract development and management",
        "business presentation delivery",
        "workplace safety and health",
        "customer loyalty and retention strategy formulation",
        "business relationship building",
        "events planning and management",
        "data mining and modelling",
        "proposal writing",
        "sponsorship management",
        "customer relationship management operations",
        "management decision making",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "solutions design thinking",
        "business innovation and improvement",
        "technology adoption and innovation",
        "trade association advocacy and representation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "merchandising associate / assistant": {
      "role_name": "merchandising associate / assistant",
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        "stakeholder management",
        "innovation management",
        "market research",
        "business opportunities development",
        "crisis management",
        "data analytics",
        "conflict management",
        "knowledge management",
        "business environment analysis",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "demand analysis",
        "report writing",
        "intellectual property management",
        "consumer intelligence analysis",
        "inventory control",
        "business relationship building",
        "product development",
        "infographics and data visualisation",
        "supplier sourcing",
        "market trend analysis",
        "merchandise buying",
        "merchandise performance analysis",
        "data-mining and modelling",
        "supply chain operational costing",
        "supplier performance",
        "shopper marketing campaign management",
        "category management",
        "product styling",
        "problem identification",
        "product costing and pricing",
        "process improvement",
        "house brand development",
        "category marketing",
        "compliance with legal regulations",
        "business operational planning",
        "idea generation and selection",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "merchandising director": {
      "role_name": "merchandising director",
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        "innovation management",
        "market research",
        "business negotiation",
        "data analytics",
        "business opportunities development",
        "crisis management",
        "conflict management",
        "knowledge management",
        "business performance management",
        "customer behaviour analysis",
        "business environment analysis",
        "demand analysis"
      ],
      "nice_to_have": [
        "financial analysis",
        "quality assurance",
        "business risk assessment",
        "intellectual property management",
        "vision leadership",
        "inventory control",
        "consumer intelligence analysis",
        "business relationship building",
        "people development",
        "product development",
        "supplier sourcing",
        "market trend analysis",
        "merchandise buying",
        "merchandise performance analysis",
        "organisational planning and target setting",
        "infographics and data visualisation",
        "workforce diversity and harmony",
        "business operational planning",
        "supply chain operational costing",
        "supplier performance",
        "shopper marketing campaign management",
        "category management",
        "house brand development",
        "product costing and pricing",
        "process improvement",
        "personal effectiveness",
        "organisational strategy formulation",
        "organisational alignment and interdependency analysis",
        "category marketing",
        "compliance with legal regulations",
        "customer experience innovation",
        "financial budget planning and management",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "merchandising executive / category executive / house brand executive": {
      "role_name": "merchandising executive / category executive / house brand executive",
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        "stakeholder management",
        "innovation management",
        "market research",
        "business negotiation",
        "business opportunities development",
        "crisis management",
        "data analytics",
        "conflict management",
        "knowledge management",
        "business environment analysis",
        "customer behaviour analysis",
        "demand analysis"
      ],
      "nice_to_have": [
        "report writing",
        "quality assurance",
        "intellectual property management",
        "business risk assessment",
        "product performance management",
        "consumer intelligence analysis",
        "inventory control",
        "business relationship building",
        "merchandise performance analysis",
        "product development",
        "infographics and data visualisation",
        "supplier sourcing",
        "market trend analysis",
        "merchandise buying",
        "shopper marketing campaign management",
        "data-mining and modelling",
        "product styling",
        "supplier performance",
        "supply chain operational costing",
        "workforce diversity and harmony",
        "business operational planning",
        "process improvement",
        "product costing and pricing",
        "financial budget planning and management",
        "problem identification",
        "category management",
        "category marketing",
        "compliance with legal regulations",
        "idea generation and selection",
        "house brand development",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "merchandising manager / category manager / house brand manager": {
      "role_name": "merchandising manager / category manager / house brand manager",
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        "innovation management",
        "market research",
        "business negotiation",
        "crisis management",
        "business opportunities development",
        "data analytics",
        "conflict management",
        "knowledge management",
        "business performance management",
        "customer behaviour analysis",
        "business environment analysis",
        "demand analysis",
        "financial analysis"
      ],
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        "report writing",
        "quality assurance",
        "intellectual property management",
        "business risk assessment",
        "consumer intelligence analysis",
        "vision leadership",
        "product performance management",
        "inventory control",
        "business relationship building",
        "merchandise buying",
        "supplier sourcing",
        "product development",
        "people development",
        "merchandise performance analysis",
        "organisational planning and target setting",
        "market trend analysis",
        "infographics and data visualisation",
        "house brand development",
        "workforce diversity and harmony",
        "customer experience innovation",
        "supply chain operational costing",
        "category marketing",
        "supplier performance",
        "business operational planning",
        "shopper marketing campaign management",
        "financial budget planning and management",
        "idea generation and selection",
        "organisational alignment and interdependency analysis",
        "product costing and pricing",
        "process improvement",
        "problem identification",
        "personal effectiveness",
        "category management",
        "organisational strategy formulation",
        "compliance with legal regulations",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "mergers and acquisitions associate / mergers and acquisitions executive": {
      "role_name": "mergers and acquisitions associate / mergers and acquisitions executive",
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        "stakeholder management",
        "project management",
        "business negotiation",
        "financial management",
        "business development",
        "conflict management",
        "risk management"
      ],
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        "financial analysis",
        "benchmarking",
        "treasury management",
        "financial modelling",
        "regulatory compliance",
        "project execution and control",
        "project feasibility",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "capital raising",
        "valuation",
        "professional and business ethics",
        "post-deal integration management",
        "information gathering and analysis",
        "risk assessment",
        "financial statements analysis",
        "transaction due diligence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "mergers and acquisitions manager": {
      "role_name": "mergers and acquisitions manager",
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        "project management",
        "business negotiation",
        "financial management",
        "business development",
        "conflict management",
        "risk management"
      ],
      "nice_to_have": [
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        "benchmarking",
        "treasury management",
        "financial modelling",
        "regulatory compliance",
        "project execution and control",
        "project feasibility",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "capital raising",
        "valuation",
        "professional and business ethics",
        "post-deal integration management",
        "information gathering and analysis",
        "risk assessment",
        "financial statements analysis",
        "transaction due diligence"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "mergers and acquisitions partner / mergers and acquisitions director": {
      "role_name": "mergers and acquisitions partner / mergers and acquisitions director",
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        "project management",
        "business negotiation",
        "financial management",
        "business development",
        "conflict management",
        "risk management"
      ],
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        "benchmarking",
        "treasury management",
        "financial modelling",
        "regulatory compliance",
        "project execution and control",
        "project feasibility",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "capital raising",
        "valuation",
        "professional and business ethics",
        "post-deal integration management",
        "information gathering and analysis",
        "risk assessment",
        "financial statements analysis",
        "transaction due diligence"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "mergers and acquisitions senior / mergers and acquisitions senior executive": {
      "role_name": "mergers and acquisitions senior / mergers and acquisitions senior executive",
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        "stakeholder management",
        "project management",
        "business negotiation",
        "financial management",
        "business development",
        "conflict management",
        "risk management"
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        "financial analysis",
        "benchmarking",
        "treasury management",
        "financial modelling",
        "regulatory compliance",
        "project execution and control",
        "project feasibility",
        "macroeconomic analysis",
        "business acumen",
        "corporate and business law",
        "capital raising",
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        "professional and business ethics",
        "post-deal integration management",
        "information gathering and analysis",
        "risk assessment",
        "financial statements analysis",
        "transaction due diligence"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "monitoring, surveillance and testing executive": {
      "role_name": "monitoring, surveillance and testing executive",
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        "stakeholder management"
      ],
      "nice_to_have": [
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        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "compliance mindset development",
        "monitoring and surveillance",
        "regulatory and legal advisory",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "monitoring, surveillance and testing manager": {
      "role_name": "monitoring, surveillance and testing manager",
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        "stakeholder management",
        "continuous improvement management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
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        "regulatory compliance",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "compliance mindset development",
        "monitoring and surveillance",
        "regulatory and legal advisory",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "multi-outlet manager": {
      "role_name": "multi-outlet manager",
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business planning",
        "crisis management",
        "data analytics",
        "business performance management"
      ],
      "nice_to_have": [
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        "vendor management",
        "brand portfolio management",
        "risk compliance and governance",
        "people management",
        "systems thinking application",
        "business presentation delivery",
        "organisational strategising",
        "effectiveness management",
        "conflict resolution",
        "food safety and hygiene",
        "food product marketing",
        "creative entrepreneurship",
        "food and beverage visual merchandising presentation",
        "food and beverage inventory management",
        "workforce diversity and inclusion",
        "business change assessment",
        "technology strategy design",
        "technology application and implementation",
        "cost control and management",
        "system and work process improvement",
        "sustainable food production design",
        "service innovation management",
        "sales management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "customer service excellence",
        "e-commerce management",
        "legislative and regulatory compliance",
        "emerging technology scanning",
        "food and beverage equipment maintenance",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "multi-skilled cleaner / team leader": {
      "role_name": "multi-skilled cleaner / team leader",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "internet of things management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "incident and accident investigation",
        "risk management and administration",
        "customer management",
        "workplace safety and health practices implementation",
        "public hygiene maintenance",
        "horizontal surface maintenance",
        "furniture and furnishing maintenance",
        "food shop hygiene maintenance",
        "vertical surface maintenance",
        "washroom maintenance",
        "equipment and inventory management",
        "cleaning chemical handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "multi-utility operations and water quality control department manager": {
      "role_name": "multi-utility operations and water quality control department manager",
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        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "technology road mapping"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "third party management",
        "regulatory compliance",
        "organisational resource management",
        "technical report writing",
        "hazards and risk identification and management",
        "business planning management",
        "safe system of work development and implementation",
        "technology and systems application",
        "steam and water quality control management",
        "autonomous systems technology application",
        "power plant operations management",
        "power plant inspection management",
        "power plant incident investigation management",
        "power generation process control and monitoring",
        "business intelligence and data analytics",
        "outage planning",
        "corrective maintenance management",
        "chemical reagent management",
        "people capability development"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "multi-utility operations engineer": {
      "role_name": "multi-utility operations engineer",
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        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management"
      ],
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        "workplace safety and health framework development and implementation",
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "power plant operations management",
        "autonomous systems technology application",
        "power plant inspection management",
        "power plant incident investigation management",
        "business intelligence and data analytics",
        "permit management",
        "people capability development",
        "corrective maintenance management",
        "power generation process control and monitoring"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "multi-utility operations senior technical officer": {
      "role_name": "multi-utility operations senior technical officer",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation"
      ],
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        "regulatory compliance",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "power plant inspection management",
        "power plant operations management",
        "autonomous systems technology application",
        "power plant incident investigation management",
        "power generation process control and monitoring",
        "business intelligence and data analytics",
        "people capability development",
        "corrective maintenance management",
        "permit management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "multi-utility operations shift manager": {
      "role_name": "multi-utility operations shift manager",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "technology road mapping"
      ],
      "nice_to_have": [
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        "third party management",
        "organisational resource management",
        "staff training facilitation",
        "regulatory compliance",
        "hazards and risk identification and management",
        "business planning management",
        "technical report writing",
        "safe system of work development and implementation",
        "steam and water quality control management",
        "autonomous systems technology application",
        "power plant operations management",
        "power plant inspection management",
        "power plant incident investigation management",
        "power generation process control and monitoring",
        "business intelligence and data analytics",
        "people capability development",
        "outage planning",
        "corrective maintenance management",
        "permit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "multi-utility operations team leader": {
      "role_name": "multi-utility operations team leader",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management"
      ],
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        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "power plant operations management",
        "autonomous systems technology application",
        "power plant inspection management",
        "power plant incident investigation management",
        "power generation process control and monitoring",
        "business intelligence and data analytics",
        "people capability development",
        "corrective maintenance management",
        "permit management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "multi-utility operations technical officer": {
      "role_name": "multi-utility operations technical officer",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
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        "internet of things management",
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        "technical report writing",
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        "autonomous systems technology application",
        "power plant incident investigation management",
        "power generation process control and monitoring",
        "business intelligence and data analytics",
        "people capability development",
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      ],
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      "role_name": "multi-utility operations technician",
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        "corrective maintenance management",
        "power generation process control and monitoring"
      ],
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      "role_name": "multimedia designer",
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        "project management",
        "concept creation for production design"
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        "immersive video editing for performing arts",
        "infrastructure design",
        "media file formats conformation",
        "multimedia design",
        "production budget management",
        "video editing",
        "vision mixing",
        "content creation",
        "multimedia operations"
      ],
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    },
    "ndt level 3 engineer (aircraft engine / component maintenance)": {
      "role_name": "ndt level 3 engineer (aircraft engine / component maintenance)",
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        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
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        "aviation legislation compliance",
        "engineering problem solving",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application",
        "non-destructive testing management",
        "physics concepts application",
        "workshop practices application"
      ],
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    },
    "ndt level 3 engineer (aircraft maintenance)": {
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        "engineering problem solving",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application",
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        "physics concepts application",
        "workshop practices application"
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    },
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        "knowledge management",
        "engineering drawing, interpretation and management",
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        "physics concepts application",
        "workshop practices application"
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    },
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      "role_name": "network development engineer",
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        "emergency response management",
        "innovation management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation"
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        "equipment and systems installation and commissioning management",
        "technical report writing",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "meter and associated equipment maintenance management",
        "people capability development",
        "autonomous systems technology application",
        "network technical specifications development",
        "business intelligence and data analytics",
        "electricity meter and associated equipment installation and commissioning",
        "corrective maintenance management",
        "instrumentation and control maintenance management",
        "gas metering data management",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "electricity metering data management"
      ],
      "industries": [],
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    },
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        "internet of things management",
        "workplace safety and health framework development and implementation",
        "quality assurance management",
        "third party management"
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        "organisational resource management",
        "equipment and systems installation and commissioning management",
        "technology road mapping",
        "technical report writing",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "business planning management",
        "network technical specifications development",
        "people capability development",
        "autonomous systems technology application",
        "meter and associated equipment maintenance management",
        "business intelligence and data analytics",
        "electricity metering data management",
        "instrumentation and control maintenance management",
        "gas metering data management",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "corrective maintenance management",
        "electricity meter and associated equipment installation and commissioning"
      ],
      "industries": [],
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    },
    "network development principal engineer": {
      "role_name": "network development principal engineer",
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        "emergency response management",
        "innovation management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "quality assurance management"
      ],
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        "staff training facilitation",
        "regulatory compliance",
        "contract management",
        "equipment and systems installation and commissioning management",
        "technology road mapping",
        "technical report writing",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "network technical specifications development",
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        "autonomous systems technology application",
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        "business intelligence and data analytics",
        "electricity meter and associated equipment installation and commissioning",
        "corrective maintenance management",
        "instrumentation and control maintenance management",
        "gas metering data management",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "electricity metering data management"
      ],
      "industries": [],
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    },
    "network development senior technical officer": {
      "role_name": "network development senior technical officer",
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        "continuous improvement management",
        "crisis management",
        "internet of things management",
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        "technical report writing",
        "safe system of work development and implementation",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "business intelligence and data analytics",
        "meter and associated equipment maintenance management",
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        "people capability development",
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        "instrumentation and control maintenance management",
        "gas metering data management",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "electricity metering data management",
        "electricity meter and associated equipment installation and commissioning",
        "corrective maintenance management"
      ],
      "industries": [],
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    },
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        "internet of things management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "quality assurance management"
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        "regulatory compliance",
        "technical report writing",
        "safe system of work development and implementation",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "business intelligence and data analytics",
        "meter and associated equipment maintenance management",
        "network technical specifications development",
        "autonomous systems technology application",
        "instrumentation and control maintenance management",
        "gas metering data management",
        "people capability development",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "electricity metering data management",
        "electricity meter and associated equipment installation and commissioning",
        "corrective maintenance management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "network development technician": {
      "role_name": "network development technician",
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        "continuous improvement management",
        "internet of things management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "quality assurance management"
      ],
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        "regulatory compliance",
        "technical report writing",
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
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        "meter and associated equipment maintenance management",
        "network technical specifications development",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "instrumentation and control maintenance management",
        "gas meter maintenance",
        "gas meter installation and commissioning",
        "electricity metering data management",
        "electricity meter and associated equipment installation and commissioning",
        "corrective maintenance management",
        "gas metering data management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "network engineer": {
      "role_name": "network engineer",
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        "business environment analysis",
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        "business innovation",
        "process improvement and optimisation",
        "network configuration",
        "business needs analysis",
        "business requirements mapping",
        "contract management",
        "infrastructure design",
        "network administration and maintenance",
        "network security",
        "configuration tracking",
        "problem management",
        "procurement",
        "security administration",
        "solution architecture",
        "cyber and data breach incident management",
        "systems design"
      ],
      "industries": [],
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    },
    "network planner": {
      "role_name": "network planner",
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        "business planning"
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        "contract and vendor management",
        "demand analysis",
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        "systems thinking application",
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        "resource management",
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        "shipping network operations management"
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      "industries": [],
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    },
    "network planning analyst": {
      "role_name": "network planning analyst",
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        "market research",
        "business negotiation"
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        "data analytics",
        "business development",
        "technology application",
        "airline marketing",
        "airport and airline economics",
        "airline revenue management",
        "network planning and operations",
        "route forecasting and development",
        "scheduling and slot coordination",
        "airline operations management",
        "airline distribution channel strategies"
      ],
      "industries": [],
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    },
    "network planning and strategy engineer": {
      "role_name": "network planning and strategy engineer",
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        "internet of things management",
        "staff training facilitation",
        "technical report writing",
        "workplace safety and health framework development and implementation"
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        "regulatory compliance",
        "people capability development",
        "technology and systems application",
        "safe system of work development and implementation",
        "reliability centred maintenance",
        "network monitoring and control management",
        "business intelligence and data analytics",
        "hazards and risk identification and management",
        "network system planning and design",
        "electricity service connections planning",
        "electricity network incident management",
        "electricity network performance monitoring management",
        "site and factory acceptance testing management",
        "condition monitoring",
        "substation design development",
        "gas network planning",
        "gas network performance monitoring management",
        "trunk and feeder expansion management",
        "electricity network planning"
      ],
      "industries": [],
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    },
    "network planning and strategy manager": {
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        "continuous improvement management",
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        "technology road mapping",
        "internet of things management",
        "staff training facilitation"
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        "workplace safety and health framework development and implementation",
        "business stakeholder management",
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        "procurement management",
        "hazards and risk identification and management",
        "network monitoring and control management",
        "business intelligence and data analytics",
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        "people capability development",
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        "safe system of work development and implementation",
        "condition monitoring",
        "trunk and feeder expansion management",
        "substation design development",
        "gas network performance monitoring management",
        "site and factory acceptance testing management",
        "gas network planning",
        "electricity network performance monitoring management",
        "electricity network planning",
        "electricity service connections planning",
        "network system planning and design"
      ],
      "industries": [],
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    },
    "network planning and strategy principal engineer": {
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        "continuous improvement management",
        "asset management",
        "internet of things management",
        "staff training facilitation",
        "technical report writing"
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        "business stakeholder management",
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        "people capability development",
        "technology and systems application",
        "safe system of work development and implementation",
        "reliability centred maintenance",
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        "business intelligence and data analytics",
        "hazards and risk identification and management",
        "network system planning and design",
        "electricity service connections planning",
        "electricity network incident management",
        "electricity network performance monitoring management",
        "site and factory acceptance testing management",
        "condition monitoring",
        "substation design development",
        "gas network planning",
        "gas network performance monitoring management",
        "trunk and feeder expansion management",
        "electricity network planning"
      ],
      "industries": [],
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    },
    "network planning and strategy senior technical officer": {
      "role_name": "network planning and strategy senior technical officer",
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        "business stakeholder management",
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        "hazards and risk identification and management",
        "technology and systems application",
        "technical report writing",
        "safe system of work development and implementation"
      ],
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        "business intelligence and data analytics",
        "network monitoring and control management",
        "gas network planning",
        "gas network performance monitoring management",
        "network system planning and design",
        "electricity service connections planning",
        "electricity network planning",
        "electricity network performance monitoring management",
        "site and factory acceptance testing management",
        "substation design development",
        "electricity network incident management",
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        "trunk and feeder expansion management"
      ],
      "industries": [],
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    },
    "network planning and strategy technical officer": {
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        "business stakeholder management",
        "regulatory compliance",
        "technology and systems application",
        "technical report writing"
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        "network monitoring and control management",
        "business intelligence and data analytics",
        "hazards and risk identification and management",
        "gas network planning",
        "gas network performance monitoring management",
        "network system planning and design",
        "electricity service connections planning",
        "electricity network planning",
        "electricity network performance monitoring management",
        "condition monitoring",
        "trunk and feeder expansion management"
      ],
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    },
    "network planning manager": {
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        "market research",
        "business opportunities development",
        "business planning",
        "continuous improvement management"
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        "project feasibility assessment",
        "contract and vendor management",
        "demand analysis",
        "networking",
        "systems thinking application",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "shipping network operations management",
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      "industries": [],
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    },
    "nurse clinician": {
      "role_name": "nurse clinician",
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        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing productivity and innovation",
        "strategy management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing"
      ],
      "nice_to_have": [
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        "patient care delivery in nursing",
        "nursing research and statistics",
        "mobility and ambulation assistance in nursing",
        "nursing care for the deceased",
        "medication management in nursing",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical governance",
        "wound management in nursing"
      ],
      "industries": [],
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    },
    "nurse educator": {
      "role_name": "nurse educator",
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        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "curriculum design",
        "clinical teaching and supervision"
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        "strategy management",
        "service quality management",
        "quality improvement and safe practices",
        "programme evaluation",
        "programme delivery",
        "nursing research and statistics",
        "performance management for nursing",
        "clinical governance",
        "learner assessments",
        "inter-professional collaboration",
        "department financial management",
        "nursing productivity and innovation"
      ],
      "industries": [],
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    },
    "nurse manager": {
      "role_name": "nurse manager",
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        "emergency response and crisis management",
        "clinical governance"
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        "department financial management",
        "inter-professional collaboration",
        "nursing manpower planning",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "patient empowerment on self-care",
        "performance management for nursing",
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        "service quality management",
        "strategy management"
      ],
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    },
    "nursery manager": {
      "role_name": "nursery manager",
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        "strategy planning",
        "incident and accident investigation",
        "contract preparation, evaluation, negotiation and tendering",
        "hazards and risk control, and policy management",
        "inventory control",
        "plant health management and disease control",
        "nursery operations management",
        "merchandise buying",
        "automation of landscape operations",
        "landscape irrigation management",
        "landscape tools, equipment and machinery management",
        "horticultural maintenance programme",
        "horticultural chemical usage",
        "flower harvesting and handling",
        "plant identification",
        "plant propagation and production",
        "plant selection for landscape development",
        "soil and media assessment and remediation",
        "flower arrangement",
        "environment management in landscape operations",
        "display creation and management",
        "workflow digitalisation"
      ],
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    },
    "nursery supervisor / nursery team leader": {
      "role_name": "nursery supervisor / nursery team leader",
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        "automation of landscape operations"
      ],
      "nice_to_have": [
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        "soil and media assessment and remediation",
        "plant selection for landscape development",
        "plant pruning",
        "plant propagation and production",
        "plant identification",
        "plant health management and disease control",
        "landscape tools, equipment and machinery management",
        "display creation and management",
        "landscape irrigation management",
        "horticultural maintenance programme",
        "horticultural chemical usage",
        "flower harvesting and handling",
        "flower arrangement",
        "environment management in landscape operations",
        "vegetation planting"
      ],
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    },
    "nursery technician": {
      "role_name": "nursery technician",
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        "inventory control",
        "hazards and risk control, and policy management",
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        "plant pruning",
        "plant propagation and production",
        "plant identification",
        "plant health management and disease control"
      ],
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        "landscape irrigation management",
        "display creation and management",
        "horticultural chemical usage",
        "flower harvesting and handling",
        "flower arrangement",
        "environment management in landscape operations",
        "vegetation planting"
      ],
      "industries": [],
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    },
    "occupational hygiene officer": {
      "role_name": "occupational hygiene officer",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "internet of things management",
        "corporate governance",
        "technology application"
      ],
      "nice_to_have": [
        "data synthesis",
        "technical writing",
        "conflict resolution",
        "local exhaust ventilation system management",
        "staff performance management",
        "technology infrastructure management and integration",
        "confined space management",
        "cloud computing application",
        "noise and vibration monitoring",
        "skin exposure risk management",
        "radioactive materials and irradiating apparatus management",
        "thermal stressors management",
        "project coordination",
        "asbestos removal",
        "noise and vibration control",
        "asbestos risk management",
        "indoor air quality management",
        "hazardous substances management",
        "hazardous substances impact evaluation",
        "hazard control in laser devices",
        "exposure and risk measurement",
        "ergonomics hazards management",
        "biological hazards management",
        "workplace health management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "occupational hygienist": {
      "role_name": "occupational hygienist",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "corporate governance",
        "internet of things management"
      ],
      "nice_to_have": [
        "technology application",
        "data synthesis",
        "conflict resolution",
        "technical writing",
        "technology infrastructure management and integration",
        "cloud computing application",
        "staff performance management",
        "local exhaust ventilation system management",
        "noise and vibration monitoring",
        "skin exposure risk management",
        "radioactive materials and irradiating apparatus management",
        "project coordination",
        "thermal stressors management",
        "asbestos removal",
        "noise and vibration control",
        "asbestos risk management",
        "indoor air quality management",
        "hazardous substances management",
        "hazardous substances impact evaluation",
        "hazard control in laser devices",
        "exposure and risk measurement",
        "ergonomics hazards management",
        "confined space management",
        "biological hazards management",
        "workplace health management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "occupational therapist": {
      "role_name": "occupational therapist",
      "total_skills": 49,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development",
        "audit management",
        "workplace safety and health",
        "people management",
        "learning needs analysis",
        "emergency response and crisis management",
        "reflective practice"
      ],
      "nice_to_have": [
        "professional consultation",
        "programme design",
        "programme delivery",
        "programme evaluation",
        "professional, legal and ethical healthcare practice",
        "analysis of research data",
        "research proposal development",
        "management of stakeholders",
        "service quality management",
        "strategy execution",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "workforce planning",
        "scientific writing and communication",
        "intervention planning in occupational therapy",
        "inventory management in rehabilitation therapy",
        "data collection and management",
        "client advocacy",
        "client assessment for occupational therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "department financial management",
        "assistive devices prescription in occupational therapy",
        "effective client communication",
        "environmental assessment and modification for occupational therapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "infection control",
        "inter-professional collaboration",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "occupational therapist / senior occupational therapist (intermediate chronic care management)": {
      "role_name": "occupational therapist / senior occupational therapist (intermediate chronic care management)",
      "total_skills": 22,
      "core_skills": [
        "assistive devices prescription in occupational therapy",
        "client advocacy",
        "therapy intervention implementation",
        "therapy intervention evaluation",
        "therapy discharge planning",
        "problem solving",
        "management of stakeholders",
        "intervention planning in occupational therapy",
        "inter-professional collaboration",
        "health promotion",
        "group therapy planning and implementation",
        "goal setting in rehabilitation therapy",
        "environmental assessment and modification for occupational therapy",
        "effective client communication",
        "decision making"
      ],
      "nice_to_have": [
        "communication",
        "collaboration",
        "clinical services development",
        "clinical records documentation and management",
        "client education in rehabilitation therapy",
        "client assessment for occupational therapy",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "officer (flight control)": {
      "role_name": "officer (flight control)",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "flight watching and flight following",
        "inclement weather operations and planning",
        "human factors management",
        "aircraft performance management",
        "airline crew scheduling",
        "flight performance data calculation",
        "flight disruptions and irregular operations management",
        "flight dispatch",
        "airport operations management",
        "airline operations management",
        "flight planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "officer commanding / operations manager": {
      "role_name": "officer commanding / operations manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "manpower planning"
      ],
      "nice_to_have": [
        "performance management",
        "robotics and automation application",
        "security surveillance management",
        "access control management",
        "executive protection",
        "guard and patrol",
        "incident response",
        "information collection",
        "alarm system management",
        "confidentiality management",
        "documentation",
        "contingency management",
        "security event management",
        "security operation compliance",
        "security risk analysis",
        "security screening management",
        "conflict resolution management",
        "security threat research",
        "capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operation specialist": {
      "role_name": "operation specialist",
      "total_skills": 29,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "data and statistical analytics",
        "quality assurance management",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "process optimisation",
        "yield analysis",
        "process operations troubleshooting",
        "process unit and utilities operations management",
        "engineering project management",
        "safe system of work development and implementation",
        "technical report writing",
        "engineering management of change",
        "process control",
        "plant turnaround management",
        "non-conformance management",
        "process plant and equipment integrity management",
        "process safety management framework development and implementation",
        "incident investigation management",
        "feedstock and product transfer operations management",
        "standard operating procedure development and implementation",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operational risk analyst": {
      "role_name": "operational risk analyst",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business continuity planning"
      ],
      "nice_to_have": [
        "crisis management",
        "corporate governance",
        "business risk assessment",
        "data collection and analysis",
        "ethical culture",
        "operational risk management",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operational risk assistant": {
      "role_name": "operational risk assistant",
      "total_skills": 6,
      "core_skills": [
        "business continuity planning",
        "business risk assessment"
      ],
      "nice_to_have": [
        "data collection and analysis",
        "ethical culture",
        "operational risk management",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operational risk manager": {
      "role_name": "operational risk manager",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business continuity planning",
        "crisis management",
        "corporate governance"
      ],
      "nice_to_have": [
        "strategy planning",
        "technology application",
        "business risk assessment",
        "risk appetite and goals setting",
        "operational risk management",
        "security governance",
        "ethical culture",
        "standard operating procedures development",
        "data collection and analysis",
        "policy implementation and revision",
        "people performance management",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance engineer": {
      "role_name": "operations and maintenance engineer",
      "total_skills": 47,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "contract management",
        "third party management",
        "staff training facilitation",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "equipment and systems installation and commissioning management",
        "technical report writing",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "hazards and risk identification and management",
        "access control management",
        "people capability development",
        "corrective maintenance management",
        "threat and vulnerability management",
        "condition monitoring",
        "cyber incident management",
        "cybersecurity framework application",
        "detection and monitoring application",
        "reliability centred maintenance",
        "electrical maintenance management",
        "network equipment testing",
        "mechanical maintenance management",
        "autonomous systems technology application",
        "instrumentation and control maintenance management",
        "business intelligence and data analytics",
        "inspection engineering management",
        "mobile generator deployment",
        "riser and service pipe inspection",
        "transmission and distribution facilities maintenance management",
        "gas network operations management",
        "gas pipeline leak surveying",
        "gas receiving and holder operations and maintenance",
        "electricity network operations management",
        "relay and protection systems development",
        "network diversion management",
        "electricity network incident management",
        "power quality management",
        "pipeline damage prevention management",
        "gas cathodic protection system operation and maintenance",
        "network monitoring, control and supply restoration",
        "cable damage prevention management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance manager": {
      "role_name": "operations and maintenance manager",
      "total_skills": 50,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "contract management",
        "staff training facilitation",
        "organisational resource management",
        "third party management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "safe system of work development and implementation",
        "equipment and systems installation and commissioning management",
        "preventive maintenance management",
        "technical report writing",
        "hazards and risk identification and management",
        "access control management",
        "business planning management",
        "people capability development",
        "network equipment testing",
        "threat and vulnerability management",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "condition monitoring",
        "reliability centred maintenance",
        "corrective maintenance management",
        "cyber incident management",
        "cybersecurity framework application",
        "inspection engineering management",
        "instrumentation and control maintenance management",
        "electrical maintenance management",
        "mechanical maintenance management",
        "detection and monitoring application",
        "transmission and distribution facilities maintenance management",
        "gas pipeline leak surveying",
        "gas receiving and holder operations and maintenance",
        "electricity network operations management",
        "electricity network incident management",
        "cable damage prevention management",
        "network diversion management",
        "riser and service pipe inspection",
        "network monitoring, control and supply restoration",
        "relay and protection systems development",
        "power quality management",
        "pipeline damage prevention management",
        "gas network operations management",
        "mobile generator deployment",
        "gas cathodic protection system operation and maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance principal engineer": {
      "role_name": "operations and maintenance principal engineer",
      "total_skills": 48,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "contract management",
        "staff training facilitation",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "third party management",
        "equipment and systems installation and commissioning management",
        "preventive maintenance management",
        "technical report writing",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "access control management",
        "inspection engineering management",
        "detection and monitoring application",
        "cybersecurity framework application",
        "reliability centred maintenance",
        "people capability development",
        "corrective maintenance management",
        "network equipment testing",
        "condition monitoring",
        "mechanical maintenance management",
        "instrumentation and control maintenance management",
        "electrical maintenance management",
        "business intelligence and data analytics",
        "autonomous systems technology application",
        "threat and vulnerability management",
        "cyber incident management",
        "relay and protection systems development",
        "cable damage prevention management",
        "riser and service pipe inspection",
        "transmission and distribution facilities maintenance management",
        "gas cathodic protection system operation and maintenance",
        "power quality management",
        "gas network operations management",
        "network monitoring, control and supply restoration",
        "network diversion management",
        "mobile generator deployment",
        "electricity network incident management",
        "electricity network operations management",
        "gas receiving and holder operations and maintenance",
        "gas pipeline leak surveying",
        "pipeline damage prevention management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance senior technical officer": {
      "role_name": "operations and maintenance senior technical officer",
      "total_skills": 44,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance",
        "contract management",
        "technical report writing",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "mechanical field maintenance management"
      ],
      "nice_to_have": [
        "equipment and systems installation and commissioning management",
        "access control management",
        "hazards and risk identification and management",
        "electrical field maintenance management",
        "cybersecurity framework application",
        "threat and vulnerability management",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "condition monitoring",
        "corrective maintenance management",
        "people capability development",
        "cyber incident management",
        "network equipment testing",
        "instrumentation and control maintenance management",
        "inspection engineering management",
        "detection and monitoring application",
        "relay and protection systems development",
        "transmission and distribution facilities maintenance management",
        "gas cathodic protection system operation and maintenance",
        "gas network operations management",
        "gas pipeline leak surveying",
        "cable damage prevention management",
        "riser and service pipe inspection",
        "gas receiving and holder operations and maintenance",
        "mobile generator deployment",
        "power quality management",
        "pipeline damage prevention management",
        "network monitoring, control and supply restoration",
        "electricity network incident management",
        "network diversion management",
        "electricity network operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance technical officer": {
      "role_name": "operations and maintenance technical officer",
      "total_skills": 43,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance",
        "contract management",
        "technical report writing",
        "safe system of work development and implementation",
        "preventive maintenance management",
        "mechanical field maintenance management"
      ],
      "nice_to_have": [
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "access control management",
        "electrical field maintenance management",
        "network equipment testing",
        "corrective maintenance management",
        "people capability development",
        "business intelligence and data analytics",
        "cyber incident management",
        "cybersecurity framework application",
        "instrumentation and control maintenance management",
        "inspection engineering management",
        "detection and monitoring application",
        "autonomous systems technology application",
        "threat and vulnerability management",
        "condition monitoring",
        "cable damage prevention management",
        "riser and service pipe inspection",
        "transmission and distribution facilities maintenance management",
        "relay and protection systems development",
        "electricity network operations management",
        "power quality management",
        "pipeline damage prevention management",
        "electricity network incident management",
        "network diversion management",
        "mobile generator deployment",
        "gas pipeline leak surveying",
        "gas network operations management",
        "gas cathodic protection system operation and maintenance",
        "gas receiving and holder operations and maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and maintenance technician": {
      "role_name": "operations and maintenance technician",
      "total_skills": 40,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance",
        "technical report writing",
        "safe system of work development and implementation",
        "preventive maintenance management"
      ],
      "nice_to_have": [
        "mechanical field maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "electrical field maintenance management",
        "access control management",
        "business intelligence and data analytics",
        "autonomous systems technology application",
        "inspection engineering management",
        "instrumentation and control maintenance management",
        "condition monitoring",
        "corrective maintenance management",
        "network equipment testing",
        "power quality management",
        "transmission and distribution facilities maintenance management",
        "threat and vulnerability management",
        "cable damage prevention management",
        "riser and service pipe inspection",
        "relay and protection systems development",
        "cyber incident management",
        "electricity network operations management",
        "pipeline damage prevention management",
        "electricity network incident management",
        "mobile generator deployment",
        "cybersecurity framework application",
        "detection and monitoring application",
        "gas receiving and holder operations and maintenance",
        "gas pipeline leak surveying",
        "gas network operations management",
        "gas cathodic protection system operation and maintenance",
        "network diversion management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations and support manager": {
      "role_name": "operations and support manager",
      "total_skills": 38,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "budgeting",
        "manpower planning",
        "strategy planning",
        "performance management",
        "business performance management",
        "networking",
        "strategy implementation"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "test planning",
        "infrastructure support",
        "business needs analysis",
        "system integration",
        "sustainability management",
        "database administration",
        "applications integration",
        "people and performance management",
        "software testing",
        "software configuration",
        "infrastructure deployment",
        "disaster recovery management",
        "security programme management",
        "applications support and enhancement",
        "business continuity",
        "service level management",
        "procurement",
        "quality standards",
        "configuration tracking",
        "cyber and data breach incident management",
        "problem management",
        "data centre facilities management",
        "data engineering",
        "it strategy",
        "it asset management",
        "infrastructure strategy",
        "applications development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations assistant / operations coordinator": {
      "role_name": "operations assistant / operations coordinator",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "business continuity planning",
        "service excellence",
        "continuous improvement management",
        "conflict management",
        "quality assurance management",
        "vendor management"
      ],
      "nice_to_have": [
        "customer relationship management",
        "systems thinking application",
        "import and export documentation administration",
        "inventory control",
        "delivery management",
        "cargo tracking system administration",
        "technology integration",
        "international trade legislation compliance",
        "freight and cargo claim administration",
        "hazards and risk identification and management",
        "cargo issuance and dispatch",
        "order fulfilment administration",
        "resource management",
        "cargo receipt and inspection",
        "operations risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations centre support engineer": {
      "role_name": "operations centre support engineer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "performance management"
      ],
      "nice_to_have": [
        "strategy implementation",
        "process improvement and optimisation",
        "business needs analysis",
        "infrastructure support",
        "system integration",
        "people and performance management",
        "cyber and data breach incident management",
        "problem management",
        "it asset management",
        "procurement",
        "data centre facilities management",
        "service level management",
        "configuration tracking",
        "business continuity"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations control centre manager": {
      "role_name": "operations control centre manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "continuous improvement management",
        "business continuity planning"
      ],
      "nice_to_have": [
        "strategy planning",
        "data and statistical analytics",
        "report writing",
        "workplace safety and health culture development",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "workplace and facilities safety management",
        "track access management",
        "security management",
        "rail incident management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail operations control management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations crew": {
      "role_name": "operations crew",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "service excellence",
        "business continuity planning",
        "business performance management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "risk management and administration",
        "productivity improvement",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "attractions guest relations management",
        "crowd control and planning",
        "attractions ride and equipment maintenance",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations director / general manager": {
      "role_name": "operations director / general manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "learning and development",
        "business continuity management",
        "financial management",
        "strategy planning",
        "internet of things management",
        "conflict management",
        "business development",
        "knowledge management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "workplace safety and health performance management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "contract and vendor management",
        "workplace safety and health policy development",
        "workplace safety and health system management",
        "process improvement and optimisation",
        "environmental management system framework development and implementation",
        "risk management and administration",
        "effectiveness management",
        "contract preparation, evaluation, negotiation and tendering",
        "environmental management system policies, standards, procedures and practices management",
        "customer management",
        "process quality management",
        "automation research and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations director / operations manager": {
      "role_name": "operations director / operations manager",
      "total_skills": 51,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "business opportunities development",
        "business planning",
        "data analytics",
        "business continuity planning",
        "crisis management"
      ],
      "nice_to_have": [
        "business performance management",
        "quality assurance management",
        "vendor management",
        "risk compliance and governance",
        "brand portfolio management",
        "people management",
        "business presentation delivery",
        "organisational strategising",
        "effectiveness management",
        "conflict resolution",
        "food product marketing",
        "food safety and hygiene",
        "creative entrepreneurship",
        "service innovation management",
        "sales management",
        "system and work process improvement",
        "technology application and implementation",
        "technology strategy design",
        "productivity optimisation for food and beverages operations",
        "workforce diversity and inclusion",
        "personal performance management",
        "sustainable food production design",
        "food and beverage recipe formulation",
        "legislative and regulatory compliance",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer loyalty and retention strategy design",
        "customer data analysis",
        "customer acquisition and relationship management",
        "cost control and management",
        "business change assessment",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations director / retail manager / operations manager": {
      "role_name": "operations director / retail manager / operations manager",
      "total_skills": 68,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "business continuity management",
        "business continuity planning",
        "service excellence",
        "crisis management",
        "data analytics",
        "business opportunities development",
        "conflict management",
        "corporate governance",
        "business performance management",
        "customer experience management",
        "knowledge management",
        "business environment analysis",
        "sales target management",
        "organisational analysis",
        "financial analysis",
        "intellectual property management",
        "systems thinking application"
      ],
      "nice_to_have": [
        "business risk assessment",
        "business relationship building",
        "inventory control",
        "organisational vision, mission and values formulation",
        "vision leadership",
        "people and relationship management",
        "service challenges",
        "productivity improvement",
        "people development",
        "policy implementation and revision",
        "service information and results",
        "service innovation",
        "organisational relationship building",
        "service leadership",
        "service planning and implementation",
        "organisational planning and target setting",
        "market trend analysis",
        "market entry strategy formulation",
        "infographics and data visualisation",
        "customer relationship management operations",
        "organisational alignment and interdependency analysis",
        "drive productivity and innovation",
        "workforce diversity and harmony",
        "business excellence",
        "business operational planning",
        "store security policy",
        "store facilities and housekeeping",
        "compliance with legal regulations",
        "customer experience innovation",
        "service partnerships",
        "customer loyalty",
        "service innovation culture",
        "data-mining and modelling",
        "service brand",
        "financial budget planning and management",
        "organisation evaluation for business excellence",
        "food and beverage safety and hygiene",
        "retailing and the economy",
        "property and infrastructural planning",
        "products and services promotions",
        "franchise management",
        "process improvement",
        "functional analysis",
        "personal effectiveness",
        "interviewing",
        "manage change",
        "organisational strategy formulation",
        "workplace communications"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations executive": {
      "role_name": "operations executive",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "emergency response management",
        "learning and development",
        "business continuity planning",
        "business planning",
        "service excellence",
        "continuous improvement management",
        "conflict management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "business performance management",
        "vendor management",
        "customer relationship management",
        "contract development and management",
        "systems thinking application",
        "effectiveness management",
        "technology integration",
        "data mining and modelling",
        "import and export documentation administration",
        "international trade legislation compliance",
        "inventory control",
        "delivery management",
        "cargo tracking system administration",
        "cargo receipt and inspection",
        "cargo issuance and dispatch",
        "hazards and risk identification and management",
        "resource management",
        "order fulfilment administration",
        "freight and cargo claim administration",
        "solutions design thinking",
        "operations risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations executive / operations supervisor": {
      "role_name": "operations executive / operations supervisor",
      "total_skills": 22,
      "core_skills": [
        "budgeting",
        "business continuity management",
        "financial management",
        "crisis management",
        "financial analysis",
        "technology integration"
      ],
      "nice_to_have": [
        "cash flow reporting",
        "work at heights",
        "organisational strategy and policy realisation",
        "cyber security",
        "resource management",
        "ship operations",
        "quality systems",
        "port call planning",
        "cargo loading and unloading",
        "mobile equipment - heavy duty prime mover and trailer operations",
        "lashing",
        "bulk cargo operations",
        "documentation and administration",
        "container operations",
        "claims processing",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations integration specialist / system integration engineer / infrastructure specialist": {
      "role_name": "operations integration specialist / system integration engineer / infrastructure specialist",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "innovation management"
      ],
      "nice_to_have": [
        "market research",
        "technology application",
        "risk management and administration",
        "enterprise database system administration",
        "technology infrastructure management and integration",
        "autonomous logistics design and application",
        "contract / vendor management",
        "information technology and network security",
        "integrated system design and application",
        "logistics operations research and planning",
        "logistics solution product / project management",
        "material flow modelling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations manager": {
      "role_name": "operations manager",
      "total_skills": 57,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "emergency response management",
        "service excellence",
        "market research",
        "business negotiation",
        "vendor management",
        "learning and development",
        "budgeting",
        "crisis management",
        "business planning",
        "continuous improvement management",
        "business continuity planning",
        "manpower planning",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "business performance management",
        "quality assurance management",
        "strategy development",
        "enterprise risk management",
        "workplace safety and health performance management",
        "customer relationship management",
        "contract development and management",
        "workplace safety and health culture development",
        "organisational analysis",
        "business presentation delivery",
        "systems thinking application",
        "workplace safety and health policy development",
        "international trade legislation compliance",
        "procurement coordination and policy development",
        "conflict resolution",
        "data mining and modelling",
        "technology integration",
        "delivery management",
        "effectiveness management",
        "financial planning",
        "inventory control",
        "cargo tracking system administration",
        "import and export documentation administration",
        "business proposal writing",
        "hazards and risk identification and management",
        "staff performance management",
        "cargo issuance and dispatch",
        "manpower forecasting",
        "operational risk management",
        "cargo receipt and inspection",
        "financial budgeting",
        "resource management",
        "freight and cargo claim administration",
        "order fulfilment administration",
        "quality systems management",
        "organisational performance management",
        "solutions design thinking",
        "operations risk management",
        "opportunity development",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations manager (aircraft engine / component maintenance)": {
      "role_name": "operations manager (aircraft engine / component maintenance)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "risk compliance and governance",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "big data analytics",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "maintenance organisation structure management",
        "predictive maintenance",
        "engineering problem solving",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations manager (fleet management)": {
      "role_name": "operations manager (fleet management)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "risk compliance and governance",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "big data analytics",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "predictive maintenance",
        "engineering problem solving",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations manager / production manager": {
      "role_name": "operations manager / production manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "risk compliance and governance",
        "robotics and automation application",
        "quality system management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "manufacturing process management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "product lifecycle management",
        "engineering problem solving",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations risk and control analyst": {
      "role_name": "operations risk and control analyst",
      "total_skills": 14,
      "core_skills": [
        "business continuity planning",
        "risk management",
        "data governance",
        "business risk assessment",
        "disruption management",
        "fraud risk management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "ethical culture",
        "operational risk management",
        "security governance",
        "data analytics and computational modelling",
        "monitoring and surveillance",
        "regulatory and legal advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operations risk and control manager": {
      "role_name": "operations risk and control manager",
      "total_skills": 16,
      "core_skills": [
        "business continuity planning",
        "risk management",
        "data governance",
        "business risk assessment",
        "risk appetite and goals setting",
        "disruption management",
        "fraud risk management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "regulatory risk assessment",
        "ethical culture",
        "operational risk management",
        "security governance",
        "data analytics and computational modelling",
        "monitoring and surveillance",
        "people performance management",
        "regulatory and legal advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operator": {
      "role_name": "operator",
      "total_skills": 9,
      "core_skills": [
        "internet of things management",
        "good manufacturing practices implementation",
        "automated operation monitoring",
        "continuous process improvement"
      ],
      "nice_to_have": [
        "hazards and risk control, and policy management",
        "manufacturing process management",
        "quality systems management",
        "automation system maintenance",
        "quality control and assurance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "operator - linear media operations": {
      "role_name": "operator - linear media operations",
      "total_skills": 7,
      "core_skills": [
        "emergency response management",
        "workplace safety and health"
      ],
      "nice_to_have": [
        "content ingest operations",
        "master control room operations",
        "media file formats conformation",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "order fulfilment assistant / sales operations management assistant / customer service assistant": {
      "role_name": "order fulfilment assistant / sales operations management assistant / customer service assistant",
      "total_skills": 10,
      "core_skills": [
        "cargo tracking system administration",
        "import and export documentation administration",
        "risk management and administration",
        "cargo issuance and dispatch"
      ],
      "nice_to_have": [
        "customer management",
        "cargo and receipt inspection",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations",
        "supply chain solutioning / modelling / planning / strategising"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "order fulfilment coordinator / sales operations management coordinator / customer service coordinator": {
      "role_name": "order fulfilment coordinator / sales operations management coordinator / customer service coordinator",
      "total_skills": 11,
      "core_skills": [
        "market research",
        "business development",
        "cargo tracking system administration"
      ],
      "nice_to_have": [
        "import and export documentation administration",
        "risk management and administration",
        "customer management",
        "cargo and receipt inspection",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "order management executive / quote desk executive / order fulfilment officer / inside sales officer": {
      "role_name": "order management executive / quote desk executive / order fulfilment officer / inside sales officer",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
      "nice_to_have": [
        "business negotiation",
        "import and export documentation administration",
        "risk management and administration",
        "customer management",
        "cargo and receipt inspection",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "outlet manager / assistant outlet manager": {
      "role_name": "outlet manager / assistant outlet manager",
      "total_skills": 52,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "data analytics",
        "business planning",
        "crisis management",
        "business continuity planning",
        "business opportunities development"
      ],
      "nice_to_have": [
        "quality assurance management",
        "vendor management",
        "brand portfolio management",
        "risk compliance and governance",
        "people management",
        "systems thinking application",
        "business presentation delivery",
        "conflict resolution",
        "effectiveness management",
        "organisational strategising",
        "loss and risk prevention management",
        "food product marketing",
        "food safety and hygiene",
        "food and beverage visual merchandising presentation",
        "food waste disposal and reduction",
        "workforce diversity and inclusion",
        "business change assessment",
        "technology strategy design",
        "technology application and implementation",
        "cost control and management",
        "system and work process improvement",
        "sustainable food production design",
        "customer acquisition and relationship management",
        "service innovation management",
        "sales management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "e-commerce management",
        "emerging technology scanning",
        "food and beverage equipment maintenance",
        "legislative and regulatory compliance",
        "food and beverage inventory management",
        "food and beverage service",
        "information and communication technology disaster recovery management",
        "halal certification compliance for food and beverages operations",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "paralegal / legal executive": {
      "role_name": "paralegal / legal executive",
      "total_skills": 7,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "change management",
        "contract and vendor management",
        "ethical culture",
        "research and information synthesis",
        "corporate and business law application",
        "legal drafting and writing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "partner / director / counsel": {
      "role_name": "partner / director / counsel",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "business negotiation",
        "budgeting",
        "learning and development"
      ],
      "nice_to_have": [
        "business opportunities development",
        "networking",
        "business data analysis",
        "organisational strategy and policy realisation",
        "people change management",
        "people and performance management",
        "manpower forecasting",
        "registered design application",
        "intellectual property enforcement",
        "intellectual property audit and due diligence",
        "copyright application",
        "contracts and agreements",
        "trade mark application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "partner / director / principal": {
      "role_name": "partner / director / principal",
      "total_skills": 20,
      "core_skills": [
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development"
      ],
      "nice_to_have": [
        "business opportunities development",
        "vendor management",
        "networking",
        "business data analysis",
        "organisational strategy and policy realisation",
        "people and performance management",
        "people change management",
        "manpower forecasting",
        "intellectual property management processes",
        "intellectual property portfolio management",
        "intellectual property intelligence",
        "intellectual property audit and due diligence",
        "patent claims and application drafting",
        "patent office action and infringements",
        "patent practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pastry chef": {
      "role_name": "pastry chef",
      "total_skills": 52,
      "core_skills": [
        "innovation management",
        "project management",
        "business negotiation",
        "emergency response management",
        "learning and development",
        "budgeting",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "crisis management",
        "quality assurance management",
        "vendor management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "brand portfolio management",
        "systems thinking application",
        "people management",
        "effectiveness management",
        "organisational strategising",
        "conflict resolution",
        "food safety and hygiene",
        "loss and risk prevention management",
        "food product marketing",
        "workforce diversity and inclusion",
        "pastry preparation",
        "personal performance management",
        "system and work process improvement",
        "sustainable food production design",
        "technology strategy design",
        "technology application and implementation",
        "sales management",
        "service innovation management",
        "productivity optimisation for food and beverages operations",
        "food science application",
        "legislative and regulatory compliance",
        "emerging technology scanning",
        "business change assessment",
        "cost control and management",
        "customer acquisition and relationship management",
        "customer data analysis",
        "customer loyalty and retention strategy design",
        "customer service excellence",
        "e-commerce management",
        "food and beverage equipment maintenance",
        "information and communication technology disaster recovery management",
        "food and beverage inventory management",
        "food and beverage production management",
        "food and beverage quality audit and compliance",
        "food and beverage recipe formulation",
        "bread preparation",
        "food waste disposal and reduction",
        "halal certification compliance for food and beverages operations",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pastry cook": {
      "role_name": "pastry cook",
      "total_skills": 21,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "food science application",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations",
        "pastry preparation",
        "legislative and regulatory compliance"
      ],
      "nice_to_have": [
        "halal certification compliance for food and beverages operations",
        "food waste disposal and reduction",
        "bread preparation",
        "cost control and management",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "customer data analysis",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "patent attorney trainee / patent agent trainee": {
      "role_name": "patent attorney trainee / patent agent trainee",
      "total_skills": 17,
      "core_skills": [
        "market research",
        "change management",
        "business negotiation",
        "budgeting"
      ],
      "nice_to_have": [
        "business opportunities development",
        "vendor management",
        "networking",
        "business data analysis",
        "data visualisation",
        "organisational strategy and policy realisation",
        "people and performance management",
        "people change management",
        "intellectual property audit and due diligence",
        "intellectual property management processes",
        "patent claims and application drafting",
        "patent practice",
        "intellectual property portfolio management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "patient service assistant supervisor": {
      "role_name": "patient service assistant supervisor",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "business continuity planning",
        "continuous improvement management",
        "conflict management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "workplace safety and health",
        "staff training facilitation",
        "emergency response and crisis management",
        "clinical support for patient service associates",
        "billing procedure",
        "frontline services management",
        "infection control",
        "management of stakeholders",
        "patient education and engagement",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "excellence in service"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "patient service associate": {
      "role_name": "patient service associate",
      "total_skills": 14,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "emergency response and crisis management",
        "billing procedure",
        "clinical support for patient service associates",
        "excellence in service",
        "frontline services management",
        "infection control",
        "management of stakeholders",
        "patient education and engagement",
        "professional, legal and ethical healthcare practice",
        "programme delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "patient service executive": {
      "role_name": "patient service executive",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "business continuity planning",
        "continuous improvement management",
        "people management",
        "conflict management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "audit management",
        "workplace safety and health",
        "staff training facilitation",
        "emergency response and crisis management",
        "billing procedure",
        "frontline services management",
        "infection control",
        "management of stakeholders",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "excellence in service"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "patient service senior associate": {
      "role_name": "patient service senior associate",
      "total_skills": 16,
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        "change management",
        "continuous improvement management",
        "data and statistical analytics",
        "audit management"
      ],
      "nice_to_have": [
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        "workplace safety and health",
        "clinical support for patient service associates",
        "emergency response and crisis management",
        "billing procedure",
        "excellence in service",
        "frontline services management",
        "infection control",
        "management of stakeholders",
        "patient education and engagement",
        "professional, legal and ethical healthcare practice",
        "programme delivery"
      ],
      "industries": [],
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    },
    "patient service supervisor": {
      "role_name": "patient service supervisor",
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        "business continuity planning",
        "continuous improvement management",
        "conflict management",
        "data and statistical analytics"
      ],
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        "people management",
        "workplace safety and health",
        "staff training facilitation",
        "emergency response and crisis management",
        "billing procedure",
        "frontline services management",
        "infection control",
        "management of stakeholders",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "excellence in service"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "permit coordinator / shipping coordinator / custom clearance coordinator": {
      "role_name": "permit coordinator / shipping coordinator / custom clearance coordinator",
      "total_skills": 13,
      "core_skills": [
        "cargo tracking system administration",
        "import and export documentation administration",
        "international trade legislation compliance",
        "risk management and administration",
        "cargo issuance and dispatch",
        "customer management"
      ],
      "nice_to_have": [
        "freight and cargo claim administration",
        "cargo and receipt inspection",
        "cargo security control",
        "cold chain operations administration",
        "freight insurance administration",
        "livestock cargo administration",
        "time sensitive cargo delivery management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pest control manager": {
      "role_name": "pest control manager",
      "total_skills": 20,
      "core_skills": [
        "market research",
        "stakeholder management",
        "learning and development",
        "conflict management",
        "business negotiation",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "contract and vendor management",
        "financial management",
        "business development",
        "contract preparation, evaluation, negotiation and tendering",
        "process improvement and optimisation",
        "customer management",
        "effectiveness management",
        "risk management and administration",
        "workplace safety and health practices implementation",
        "process quality management",
        "pest disposal management",
        "pest control site assessment and analysis",
        "pest control detection and monitoring application",
        "pest behavioural management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pest control supervisor": {
      "role_name": "pest control supervisor",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "incident and accident investigation",
        "effectiveness management",
        "risk management and administration",
        "customer management",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "pest behavioural management",
        "pest control detection and monitoring application",
        "pest control site assessment and analysis",
        "pest disposal management",
        "pesticide application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "pest control technician": {
      "role_name": "pest control technician",
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      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development"
      ],
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        "incident and accident investigation",
        "effectiveness management",
        "risk management and administration",
        "customer management",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "pest behavioural management",
        "pest control detection and monitoring application",
        "pest control site assessment and analysis",
        "pest disposal management",
        "pesticide application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pest control worker": {
      "role_name": "pest control worker",
      "total_skills": 9,
      "core_skills": [
        "workplace safety and health culture development",
        "incident and accident investigation",
        "customer management"
      ],
      "nice_to_have": [
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "pest control detection and monitoring application",
        "pest control site assessment and analysis",
        "pest disposal management",
        "pesticide application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pharmacy technician": {
      "role_name": "pharmacy technician",
      "total_skills": 24,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "workplace safety and health",
        "people management"
      ],
      "nice_to_have": [
        "audit management",
        "medication dispensing",
        "medication reconciliation in pharmacy support",
        "excellence in service",
        "infection control",
        "management of stakeholders",
        "drug distribution and inventory management",
        "document management for pharmacy support",
        "medication safety",
        "non-sterile compounding",
        "patient education on use of prescribed drugs",
        "billing procedure",
        "automated distribution management",
        "pharmaceutical equipment maintenance",
        "pharmacy-only (p) medication sales",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "sterile manufacturing of pharmaceutical products",
        "ambulatory care service support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pharmacy technician executive (drug compounding and quality management)": {
      "role_name": "pharmacy technician executive (drug compounding and quality management)",
      "total_skills": 12,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "data analytics"
      ],
      "nice_to_have": [
        "audit management",
        "workplace safety and health",
        "medication safety",
        "infection control",
        "management of stakeholders",
        "non-sterile compounding",
        "pharmaceutical equipment maintenance",
        "professional, legal and ethical healthcare practice",
        "sterile manufacturing of pharmaceutical products"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pharmacy technician executive (patient care services)": {
      "role_name": "pharmacy technician executive (patient care services)",
      "total_skills": 22,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "learning and development",
        "performance management"
      ],
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        "audit management",
        "workplace safety and health",
        "people management",
        "staff training management",
        "medication safety",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "pharmacy-only (p) medication sales",
        "pharmaceutical equipment maintenance",
        "ambulatory care service support",
        "patient education on use of prescribed drugs",
        "medication dispensing",
        "management of stakeholders",
        "infection control",
        "excellence in service",
        "document management for pharmacy support",
        "billing procedure",
        "medication reconciliation in pharmacy support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pharmacy technician executive (pharmacy it and supply chain)": {
      "role_name": "pharmacy technician executive (pharmacy it and supply chain)",
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        "change management",
        "data analytics",
        "audit management",
        "performance management"
      ],
      "nice_to_have": [
        "vendor management",
        "workplace safety and health",
        "medication safety",
        "automated distribution management",
        "clinical investigational drug management",
        "drug distribution and inventory management",
        "inventory procurement for pharmacy support",
        "management of stakeholders",
        "pharmacy information technology management",
        "professional, legal and ethical healthcare practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "physiotherapist": {
      "role_name": "physiotherapist",
      "total_skills": 46,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "risk management",
        "strategy development",
        "workplace safety and health",
        "audit management",
        "learning needs analysis",
        "reflective practice",
        "professional consultation",
        "emergency response and crisis management",
        "professional, legal and ethical healthcare practice",
        "programme delivery"
      ],
      "nice_to_have": [
        "programme design",
        "programme evaluation",
        "analysis of research data",
        "research proposal development",
        "scientific writing and communication",
        "service quality management",
        "strategy execution",
        "therapeutic equipment prescription in physiotherapy",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "management of stakeholders",
        "inter-professional collaboration",
        "inventory management in rehabilitation therapy",
        "infection control",
        "case history taking in physiotherapy",
        "client advocacy",
        "client assessment for physiotherapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "data collection and management",
        "development on intervention plan for physiotherapy",
        "effective client communication",
        "environmental assessment and modification for physiotherapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "placement executive": {
      "role_name": "placement executive",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "business performance management"
      ],
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        "customer experience management",
        "market profiling",
        "business needs analysis",
        "product advisory",
        "ethical culture",
        "market risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "placement manager": {
      "role_name": "placement manager",
      "total_skills": 11,
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        "stakeholder management",
        "change management",
        "business opportunities development",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "customer experience management",
        "market profiling",
        "business needs analysis",
        "product advisory",
        "ethical culture",
        "market risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "plan approval engineer": {
      "role_name": "plan approval engineer",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "service excellence",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "engineering safety standards interpretation"
      ],
      "nice_to_have": [
        "quality assurance",
        "regulatory compliance",
        "technology integration",
        "cyber security",
        "marine design customisation",
        "marine equipment material selection",
        "naval architecture calculations",
        "electrical design approval",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning assistant (aircraft engine / component maintenance)": {
      "role_name": "planning assistant (aircraft engine / component maintenance)",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning assistant (aircraft maintenance)": {
      "role_name": "planning assistant (aircraft maintenance)",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning assistant (fleet management)": {
      "role_name": "planning assistant (fleet management)",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning executive (aircraft engine / component maintenance)": {
      "role_name": "planning executive (aircraft engine / component maintenance)",
      "total_skills": 19,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "knowledge management",
        "robotics and automation application",
        "quality system management",
        "production planning"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination",
        "enterprise database system administration",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "human factors application and error management",
        "mathematical concepts application",
        "supplier management and capability development",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning executive (aircraft maintenance)": {
      "role_name": "planning executive (aircraft maintenance)",
      "total_skills": 19,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "knowledge management",
        "robotics and automation application",
        "quality system management",
        "production planning"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination",
        "enterprise database system administration",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "human factors application and error management",
        "mathematical concepts application",
        "supplier management and capability development",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning executive (fleet management)": {
      "role_name": "planning executive (fleet management)",
      "total_skills": 18,
      "core_skills": [
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "knowledge management",
        "robotics and automation application",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "enterprise database system administration",
        "maintenance coordination",
        "warehouse inventory control and audit",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application",
        "supplier management and capability development",
        "aviation legislation compliance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning manager (aircraft engine / component maintenance)": {
      "role_name": "planning manager (aircraft engine / component maintenance)",
      "total_skills": 33,
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        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business continuity planning",
        "strategy planning",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "asset management",
        "risk compliance and governance",
        "contract development and management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "artificial intelligence application",
        "continuous process improvement",
        "lean manufacturing",
        "carbon footprint management",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "applied research and development management",
        "maintenance coordination",
        "enterprise database system administration",
        "big data analytics",
        "internet of things implementation",
        "supplier management and capability development",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning manager (aircraft maintenance)": {
      "role_name": "planning manager (aircraft maintenance)",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business continuity planning",
        "strategy planning",
        "business performance management",
        "knowledge management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "asset management",
        "risk compliance and governance",
        "contract development and management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "carbon footprint management",
        "continuous process improvement",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "applied research and development management",
        "maintenance coordination",
        "enterprise database system administration",
        "big data analytics",
        "internet of things implementation",
        "supplier management and capability development",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "planning manager (fleet management)": {
      "role_name": "planning manager (fleet management)",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "risk compliance and governance",
        "contract development and management",
        "asset management",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "enterprise database system administration",
        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "applied research and development management",
        "internet of things implementation",
        "human factors application and error management",
        "aviation legislation compliance",
        "supplier management and capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning supervisor (aircraft engine / component maintenance)": {
      "role_name": "planning supervisor (aircraft engine / component maintenance)",
      "total_skills": 13,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
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        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning supervisor (aircraft maintenance)": {
      "role_name": "planning supervisor (aircraft maintenance)",
      "total_skills": 13,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "planning supervisor (fleet management)": {
      "role_name": "planning supervisor (fleet management)",
      "total_skills": 13,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management",
        "internet of things implementation",
        "mathematical concepts application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "plant manager": {
      "role_name": "plant manager",
      "total_skills": 35,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "budgeting",
        "learning and development",
        "business planning",
        "conflict management",
        "enterprise risk management",
        "risk compliance and governance",
        "organisational analysis",
        "networking",
        "business data analysis",
        "technology road mapping"
      ],
      "nice_to_have": [
        "quality system management",
        "production planning",
        "workplace safety and health system management",
        "data synthesis",
        "business innovation",
        "manufacturing process design",
        "lean manufacturing",
        "vision leadership",
        "procurement performance monitoring",
        "data analytics system design",
        "cyber risk management",
        "manufacturing process management",
        "carbon footprint management",
        "supply chain solutioning",
        "value analysis",
        "maintenance coordination",
        "research and development",
        "production resource management",
        "new product introduction",
        "competitive business strategy",
        "sustainable manufacturing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "policy officer": {
      "role_name": "policy officer",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care"
      ],
      "nice_to_have": [
        "emergency response and crisis management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "reflexive practice",
        "social policy development",
        "social policy evaluation",
        "social policy formulation",
        "social policy implementation",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "port business development / operations manager": {
      "role_name": "port business development / operations manager",
      "total_skills": 19,
      "core_skills": [
        "budgeting",
        "financial management",
        "learning and development",
        "crisis management",
        "manpower planning",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "business data analysis",
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "employee relations",
        "cargo loading and unloading",
        "innovation",
        "port call planning",
        "quality systems",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "portfolio analyst / investment analyst / fund management assistant": {
      "role_name": "portfolio analyst / investment analyst / fund management assistant",
      "total_skills": 10,
      "core_skills": [
        "customer experience management",
        "business environment analysis",
        "customer relationship management",
        "account management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "environment and social governance",
        "ethical culture",
        "behavioural finance",
        "market research and analysis",
        "portfolio and investment risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "portfolio management analyst": {
      "role_name": "portfolio management analyst",
      "total_skills": 10,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "business intelligence and data analytics",
        "energy trading portfolio optimisation",
        "outage planning",
        "risk and compliance management",
        "technology and systems application",
        "trading analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "portfolio management manager": {
      "role_name": "portfolio management manager",
      "total_skills": 14,
      "core_skills": [
        "continuous improvement management",
        "internet of things management",
        "data management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "business planning management",
        "business intelligence and data analytics",
        "energy trading portfolio optimisation",
        "hedging management",
        "outage planning",
        "people capability development",
        "risk and compliance management",
        "technology and systems application",
        "trading analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "portfolio manager / investment manager / fund manager": {
      "role_name": "portfolio manager / investment manager / fund manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "business environment analysis",
        "customer relationship management",
        "market profiling"
      ],
      "nice_to_have": [
        "networking",
        "account management",
        "regulatory compliance",
        "data storytelling and visualisation",
        "ethical culture",
        "attribution analysis",
        "client investment suitability",
        "market specialisation",
        "people performance management",
        "portfolio and investment risk management",
        "proposal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "post-production assistant": {
      "role_name": "post-production assistant",
      "total_skills": 3,
      "core_skills": [
        "video editing"
      ],
      "nice_to_have": [
        "colour grading",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "post-production supervisor": {
      "role_name": "post-production supervisor",
      "total_skills": 11,
      "core_skills": [
        "media file formats conformation",
        "procurement for production operations",
        "production budget management",
        "production team and crew selection",
        "video editing",
        "colour grading"
      ],
      "nice_to_have": [
        "compositing visuals",
        "immersive video editing",
        "production operations",
        "sound editing",
        "sound mixing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pre-sales consultant": {
      "role_name": "pre-sales consultant",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "learning and development",
        "data analytics"
      ],
      "nice_to_have": [
        "business development",
        "business performance management",
        "networking",
        "product management",
        "account management",
        "business needs analysis",
        "problem management",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pre-sales director": {
      "role_name": "pre-sales director",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "learning and development",
        "budgeting",
        "data analytics",
        "business development",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "networking",
        "strategy implementation",
        "product management",
        "sales strategy",
        "account management",
        "business needs analysis",
        "people and performance management",
        "problem management",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "preschool educator": {
      "role_name": "preschool educator",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child development assessment",
        "family and caregiver engagement",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child observation",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "child safety and protection",
        "situation management with families and community"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "pricing actuarial executive": {
      "role_name": "pricing actuarial executive",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "data mining and modelling"
      ],
      "nice_to_have": [
        "financial modelling",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "valuation",
        "data analytics and computational modelling",
        "risk analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal chemist": {
      "role_name": "principal chemist",
      "total_skills": 20,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "technical presentation",
        "analytical method validation",
        "applied research and development management",
        "materials qualification",
        "product design and development",
        "product testing management",
        "technical report writing",
        "technical services management",
        "laboratory data reporting and analysis management",
        "non-conformance management",
        "continuing professional development management",
        "business networking management",
        "laboratory operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal counsellor": {
      "role_name": "principal counsellor",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation",
        "advocacy and representation"
      ],
      "nice_to_have": [
        "technology application in counselling",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "group work intervention",
        "case and care planning",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "clinical supervision",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal design researcher": {
      "role_name": "principal design researcher",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "business negotiation",
        "systems thinking"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "design thinking practice",
        "business presentation delivery",
        "narrative design",
        "user testing and usability testing",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "qualitative research",
        "scenario and strategic planning",
        "trend forecasting",
        "quantitative research",
        "behavioural economics in design",
        "proposal writing development",
        "empathetic design",
        "design writing",
        "data and information visualisation",
        "cultural sensitivity for design",
        "facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal designer": {
      "role_name": "principal designer",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "business opportunities development",
        "user experience design",
        "emerging technology synthesis",
        "systems thinking",
        "contract development and management",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "business risk management",
        "intellectual property management",
        "design thinking practice",
        "material studies and production processes",
        "imagination and exploration",
        "form giving",
        "aesthetic and design sensibility",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "empathetic design",
        "facilitation",
        "business model innovation",
        "design sustainability and ethics management",
        "cultural sensitivity for design",
        "proposal writing development",
        "scenario and strategic planning",
        "trend forecasting",
        "design writing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer": {
      "role_name": "principal engineer",
      "total_skills": 16,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "business continuity planning",
        "business planning",
        "conflict management"
      ],
      "nice_to_have": [
        "enterprise risk management",
        "organisational analysis",
        "risk appetite and goals setting",
        "technology road mapping",
        "workplace safety and health system management",
        "effectiveness management",
        "manufacturing process design",
        "organisational strategising",
        "research and development",
        "crisis situations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer (engineering)": {
      "role_name": "principal engineer (engineering)",
      "total_skills": 37,
      "core_skills": [
        "change management",
        "project management",
        "business continuity management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "engineering safety standards interpretation",
        "technology road mapping"
      ],
      "nice_to_have": [
        "technical presentation",
        "data analytics system design",
        "commissioning and start-up management",
        "engineering management of change",
        "engineering project management",
        "preventive maintenance management",
        "engineering support management",
        "electrical engineering management",
        "technical report writing",
        "inspection engineering management",
        "instrumentation and control design engineering management",
        "reliability engineering management",
        "robotic and automation system maintenance",
        "process safety management framework development and implementation",
        "asset integrity management",
        "plant turnaround management",
        "mechanical static equipment engineering management",
        "mechanical rotating equipment engineering management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "equipment and system value engineering management",
        "engineering, procurement and construction management",
        "continuing professional development management",
        "business networking management",
        "front-end engineering design management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer (technology)": {
      "role_name": "principal engineer (technology)",
      "total_skills": 32,
      "core_skills": [
        "change management",
        "project management",
        "business continuity management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering safety standards interpretation",
        "technology road mapping",
        "robotic and automation technology application",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "commissioning and start-up management",
        "technical presentation",
        "data analytics system design",
        "process optimisation",
        "engineering support management",
        "process control",
        "engineering project management",
        "process operations troubleshooting",
        "plant economic modelling",
        "engineering management of change",
        "process development management",
        "process engineering design",
        "business networking management",
        "process plant and equipment integrity management",
        "process safety management framework development and implementation",
        "major hazard installation safety case management",
        "continuing professional development management",
        "safety integrity levels management",
        "standard operating procedure development and implementation",
        "front-end engineering design management",
        "operations reporting protocol application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (automatic fare collection)": {
      "role_name": "principal engineer / engineering manager (automatic fare collection)",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (engineering train)": {
      "role_name": "principal engineer / engineering manager (engineering train)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (mechanical and electrical)": {
      "role_name": "principal engineer / engineering manager (mechanical and electrical)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (permanent way and civil structure)": {
      "role_name": "principal engineer / engineering manager (permanent way and civil structure)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (power)": {
      "role_name": "principal engineer / engineering manager (power)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "vendor management",
        "workplace safety and health culture development",
        "asset management",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "systems engineering thinking",
        "workplace and facilities safety management",
        "manpower planning and deployment",
        "rail regulatory compliance",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (rolling stock)": {
      "role_name": "principal engineer / engineering manager (rolling stock)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / engineering manager (signal and communications)": {
      "role_name": "principal engineer / engineering manager (signal and communications)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "organisational planning and target setting",
        "people development",
        "rail regulatory compliance",
        "systems engineering thinking",
        "manpower planning and deployment",
        "internet of things application",
        "workplace and facilities safety management",
        "engineering maintenance management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / manager (commissioning)": {
      "role_name": "principal engineer / manager (commissioning)",
      "total_skills": 38,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "business performance management",
        "technology application",
        "strategy development",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "business presentation delivery",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "engineering safety standards interpretation",
        "environmental management system framework development and implementation",
        "programme management",
        "commissioning and start-up management",
        "third party management",
        "technical writing",
        "technical inspection",
        "structural testing",
        "staff management",
        "equipment and systems testing",
        "organisational resource management",
        "building information modelling application",
        "project risk management",
        "electrical engineering management",
        "design for safety",
        "cost management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "geotechnical engineering management",
        "organisational risk management",
        "sustainable engineering",
        "civil and structural engineering management",
        "mechanical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / manager (engineering construction)": {
      "role_name": "principal engineer / manager (engineering construction)",
      "total_skills": 44,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "strategy development",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "3d modelling",
        "robotic and automation technology application",
        "business presentation delivery",
        "systems integration",
        "quality system management"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "engineering safety standards interpretation",
        "third party management",
        "building information modelling application",
        "installation and assembly",
        "technical writing",
        "equipment and systems testing",
        "technical inspection",
        "conflict resolution",
        "structural testing",
        "organisational resource management",
        "programme management",
        "staff management",
        "artificial intelligence application",
        "electrical engineering management",
        "project risk management",
        "design for safety",
        "cost management",
        "inventory management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "civil and structural engineering management",
        "mechanical engineering management",
        "sustainable engineering",
        "geotechnical engineering management",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / manager (engineering design)": {
      "role_name": "principal engineer / manager (engineering design)",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "strategy development",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "environmental management system framework development and implementation",
        "test planning"
      ],
      "nice_to_have": [
        "quality system management",
        "workplace safety and health framework development and implementation",
        "engineering safety standards interpretation",
        "business presentation delivery",
        "building information modelling application",
        "artificial intelligence application",
        "technical writing",
        "technical inspection",
        "organisational resource management",
        "programme management",
        "staff management",
        "project risk management",
        "reliability engineering management",
        "cost management",
        "instrumentation and control design engineering management",
        "design for safety",
        "electrical engineering management",
        "engineering drawing and design specifications",
        "hazards and risk identification and management",
        "geotechnical engineering management",
        "organisational risk management",
        "civil and structural engineering management",
        "sustainable engineering",
        "mechanical engineering management",
        "front-end engineering and design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal engineer / manager (operations and maintenance)": {
      "role_name": "principal engineer / manager (operations and maintenance)",
      "total_skills": 46,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "strategy development",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "asset management",
        "robotic and automation technology application",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "business presentation delivery",
        "artificial intelligence application",
        "building information modelling application",
        "third party management",
        "equipment and systems testing",
        "maintenance scheduling",
        "technical writing",
        "technical inspection",
        "structural testing",
        "organisational resource management",
        "staff management",
        "programme management",
        "cost management",
        "electrical engineering management",
        "project risk management",
        "hazards and risk identification and management",
        "preventive maintenance",
        "equipment and systems repair",
        "inventory management",
        "facility maintenance",
        "instrumentation and control design engineering management",
        "organisational risk management",
        "civil and structural engineering management",
        "mechanical engineering management",
        "sustainable engineering",
        "maintenance strategy management",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal enrolled nurse": {
      "role_name": "principal enrolled nurse",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing research and statistics",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care"
      ],
      "nice_to_have": [
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing",
        "nursing care for the deceased",
        "nursing productivity and innovation",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal landscape architect": {
      "role_name": "principal landscape architect",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "budgeting",
        "learning and development",
        "business development",
        "design thinking practice"
      ],
      "nice_to_have": [
        "building information modelling application",
        "contract preparation, evaluation, negotiation and tendering",
        "material studies and production processes",
        "design sketching",
        "design standards and specification",
        "form giving",
        "site assessment and analysis",
        "imagination and exploration",
        "aesthetic and design sensibility",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "digital and physical prototyping",
        "ecology in landscapes",
        "biophilic design",
        "cultural, heritage and socio-economic sensitivity for design",
        "microclimate in landscape design",
        "placemaking and programming of open spaces",
        "plant identification",
        "plant selection for landscape development",
        "skyrise greenery design and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal landscape designer": {
      "role_name": "principal landscape designer",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "learning and development",
        "budgeting",
        "strategy planning",
        "business development",
        "vendor management",
        "design thinking practice"
      ],
      "nice_to_have": [
        "contract preparation, evaluation, negotiation and tendering",
        "technical drawing",
        "design sketching",
        "design standards and specification",
        "building information modelling application",
        "material studies and production processes",
        "visual communication",
        "site assessment and analysis",
        "aesthetic and design sensibility",
        "form giving",
        "imagination and exploration",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "biophilic design",
        "plant identification",
        "plant selection for landscape development",
        "ecology in landscapes",
        "skyrise greenery design and implementation",
        "sustainable landscape design",
        "cultural, heritage and socio-economic sensitivity for design",
        "workflow digitalisation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal marine consultant": {
      "role_name": "principal marine consultant",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business planning",
        "strategy planning",
        "manpower planning",
        "customer experience management"
      ],
      "nice_to_have": [
        "partnership management",
        "business environment analysis",
        "project feasibility assessment",
        "organisational analysis",
        "market profiling",
        "networking",
        "contract and vendor management",
        "business data analysis",
        "process improvement and optimisation",
        "business presentation delivery",
        "technology integration",
        "cyber security",
        "proposal writing",
        "resource management",
        "innovation",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal marine surveyor": {
      "role_name": "principal marine surveyor",
      "total_skills": 18,
      "core_skills": [
        "budgeting",
        "financial management",
        "service excellence",
        "risk compliance and governance",
        "networking",
        "financial analysis"
      ],
      "nice_to_have": [
        "business data analysis",
        "technology integration",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "work at heights",
        "hull inspections",
        "innovation",
        "marine incident and accident investigations",
        "marine survey reporting",
        "ship propulsion inspections",
        "ship safety management systems audit"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal occupational therapist (clinical)": {
      "role_name": "principal occupational therapist (clinical)",
      "total_skills": 39,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "risk management",
        "strategy development",
        "workplace safety and health",
        "audit management",
        "people management",
        "learning needs analysis"
      ],
      "nice_to_have": [
        "professional consultation",
        "reflective practice",
        "emergency response and crisis management",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "assistive devices prescription in occupational therapy",
        "service quality management",
        "strategy execution",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "management of stakeholders",
        "infection control",
        "intervention planning in occupational therapy",
        "clinical services development",
        "client advocacy",
        "client assessment for occupational therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical teaching and supervision",
        "inter-professional collaboration",
        "effective client communication",
        "environmental assessment and modification for occupational therapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal occupational therapy educator": {
      "role_name": "principal occupational therapy educator",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "programme design",
        "programme evaluation",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal occupational therapy manager": {
      "role_name": "principal occupational therapy manager",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "reflective practice",
        "infection control",
        "inter-professional collaboration",
        "inventory management in rehabilitation therapy",
        "individual and cultural diversity",
        "management of stakeholders",
        "health promotion",
        "professional, legal and ethical healthcare practice",
        "department financial management",
        "clinical services development",
        "service quality management",
        "clinical governance",
        "strategy execution",
        "workforce planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal occupational therapy researcher": {
      "role_name": "principal occupational therapy researcher",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "analysis of research data",
        "research proposal development",
        "scientific writing and communication",
        "research translation",
        "professional, legal and ethical healthcare practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal physiotherapist (clinical)": {
      "role_name": "principal physiotherapist (clinical)",
      "total_skills": 35,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "strategy development",
        "audit management",
        "people management",
        "professional consultation",
        "reflective practice"
      ],
      "nice_to_have": [
        "service quality management",
        "infection control",
        "therapeutic equipment prescription in physiotherapy",
        "therapy discharge planning",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "management of stakeholders",
        "inter-professional collaboration",
        "health promotion",
        "individual and cultural diversity",
        "case history taking in physiotherapy",
        "group therapy planning and implementation",
        "goal setting in rehabilitation therapy",
        "environmental assessment and modification for physiotherapy",
        "effective client communication",
        "development on intervention plan for physiotherapy",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical records documentation and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "client education in rehabilitation therapy",
        "client assessment for physiotherapy",
        "client advocacy",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal physiotherapy educator": {
      "role_name": "principal physiotherapy educator",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "programme design",
        "programme evaluation",
        "individual and cultural diversity",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal physiotherapy manager": {
      "role_name": "principal physiotherapy manager",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "workplace safety and health",
        "people management",
        "emergency response and crisis management",
        "reflective practice",
        "workforce planning",
        "strategy execution",
        "service quality management",
        "professional, legal and ethical healthcare practice",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "inter-professional collaboration",
        "infection control",
        "individual and cultural diversity",
        "department financial management",
        "clinical services development",
        "clinical records documentation and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal physiotherapy researcher": {
      "role_name": "principal physiotherapy researcher",
      "total_skills": 24,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "risk management",
        "strategy development"
      ],
      "nice_to_have": [
        "people management",
        "learning needs analysis",
        "reflective practice",
        "analysis of research data",
        "programme design",
        "strategy execution",
        "scientific writing and communication",
        "research translation",
        "research proposal development",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "client advocacy",
        "workforce planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal psychologist": {
      "role_name": "principal psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal psychologist educator": {
      "role_name": "principal psychologist educator",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "research data analysis",
        "research design",
        "research findings communication"
      ],
      "nice_to_have": [
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "learning framework development",
        "learning programme delivery",
        "learning programme design",
        "learning programme evaluation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal research counsellor": {
      "role_name": "principal research counsellor",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "financial management",
        "resilience and self-care",
        "research data analysis",
        "research design"
      ],
      "nice_to_have": [
        "professional consultation",
        "research into professional practice translation",
        "research findings communication",
        "social service programme evaluation",
        "social sector policy influence",
        "social policy formulation",
        "advocacy and representation",
        "research data collection and management",
        "collaborative practices across disciplines and sectors",
        "reflexive practice",
        "group work evaluation",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal research psychologist": {
      "role_name": "principal research psychologist",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal security consultant": {
      "role_name": "principal security consultant",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "financial management"
      ],
      "nice_to_have": [
        "performance management",
        "strategy planning",
        "robotics and automation application",
        "contract management",
        "conflict resolution management",
        "documentation",
        "marketing management",
        "quality assurance and audit",
        "security risk analysis",
        "security threat research"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal service designer / principal experience designer": {
      "role_name": "principal service designer / principal experience designer",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "project management",
        "user experience design",
        "systems thinking",
        "business presentation delivery",
        "design thinking practice",
        "design standards and specification"
      ],
      "nice_to_have": [
        "aesthetic and design sensibility",
        "imagination and exploration",
        "user testing and usability testing",
        "narrative design",
        "visual communication",
        "digital and physical prototyping",
        "design creation and development",
        "data analysis and interpretation",
        "critical thinking",
        "conceptual thinking",
        "behavioural economics in design",
        "facilitation",
        "interaction design practice",
        "qualitative research",
        "scenario and strategic planning",
        "cultural sensitivity for design",
        "business model innovation",
        "empathetic design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal speech therapist (clinical)": {
      "role_name": "principal speech therapist (clinical)",
      "total_skills": 34,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "strategy development",
        "audit management",
        "workplace safety and health",
        "learning needs analysis",
        "reflective practice"
      ],
      "nice_to_have": [
        "professional consultation",
        "clinical services development",
        "programme delivery",
        "client advocacy",
        "therapy intervention implementation",
        "therapy intervention evaluation",
        "therapy discharge planning",
        "therapeutic equipment prescription in speech therapy",
        "client assessment for speech therapy",
        "research translation",
        "client education in rehabilitation therapy",
        "programme evaluation",
        "programme design",
        "professional, legal and ethical healthcare practice",
        "clinical teaching and supervision",
        "management of stakeholders",
        "clinical governance",
        "intervention planning in speech therapy",
        "inter-professional collaboration",
        "infection control",
        "individual and cultural diversity",
        "health promotion",
        "group therapy planning and implementation",
        "effective client communication",
        "clinical records documentation and management",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal speech therapy educator": {
      "role_name": "principal speech therapy educator",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "strategy development",
        "people management"
      ],
      "nice_to_have": [
        "learning needs analysis",
        "reflective practice",
        "professional, legal and ethical healthcare practice",
        "programme evaluation",
        "programme design",
        "programme delivery",
        "management of stakeholders",
        "clinical governance",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "health promotion",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal speech therapy manager": {
      "role_name": "principal speech therapy manager",
      "total_skills": 30,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development",
        "audit management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "people management",
        "emergency response and crisis management",
        "professional consultation",
        "reflective practice",
        "health promotion",
        "clinical services development",
        "client advocacy",
        "workforce planning",
        "strategy execution",
        "clinical governance",
        "service quality management",
        "clinical incident management in rehabilitation therapy",
        "programme design",
        "programme evaluation",
        "individual and cultural diversity",
        "professional, legal and ethical healthcare practice",
        "department financial management",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "inter-professional collaboration",
        "infection control",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "principal speech therapy researcher": {
      "role_name": "principal speech therapy researcher",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "project management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "learning needs analysis",
        "reflective practice",
        "analysis of research data",
        "scientific writing and communication",
        "research translation",
        "research proposal development",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process development / ms&t director": {
      "role_name": "process development / ms&t director",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business planning",
        "business performance management"
      ],
      "nice_to_have": [
        "risk management",
        "strategy development",
        "systems thinking",
        "good manufacturing practices implementation",
        "process optimisation",
        "manufacturing process design",
        "technical presentation",
        "green manufacturing design and implementation",
        "conflict resolution",
        "business networking",
        "product improvement",
        "automated process design",
        "pharmaceutical and nutritional product introduction",
        "big data analysis",
        "continuous improvement",
        "biological product introduction"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process development / ms&t engineer": {
      "role_name": "process development / ms&t engineer",
      "total_skills": 26,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "systems thinking",
        "process validation",
        "good manufacturing practices implementation",
        "manufacturing process design"
      ],
      "nice_to_have": [
        "technical presentation",
        "conflict resolution",
        "green manufacturing design and implementation",
        "process optimisation",
        "process monitoring",
        "product improvement",
        "automated process design",
        "laboratory data analysis",
        "technical report writing",
        "pharmaceutical and nutritional product introduction",
        "pharmacovigilance integration",
        "process analytical technology implementation",
        "process modelling",
        "big data analysis",
        "flexible facilities implementation",
        "facility design",
        "continuous improvement",
        "cell culture",
        "biological product introduction"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process development / ms&t manager": {
      "role_name": "process development / ms&t manager",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business performance management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "systems thinking",
        "good manufacturing practices implementation",
        "process validation",
        "manufacturing process design",
        "process optimisation",
        "technical presentation",
        "green manufacturing design and implementation",
        "conflict resolution",
        "automated process design",
        "process analytical technology implementation",
        "pharmaceutical and nutritional product introduction",
        "biological product introduction",
        "continuous improvement",
        "team effectiveness management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process development / ms&t senior engineer": {
      "role_name": "process development / ms&t senior engineer",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "systems thinking",
        "process validation",
        "good manufacturing practices implementation",
        "technical presentation",
        "manufacturing process design"
      ],
      "nice_to_have": [
        "conflict resolution",
        "process optimisation",
        "green manufacturing design and implementation",
        "product improvement",
        "process monitoring",
        "automated process design",
        "laboratory data analysis",
        "big data analysis",
        "pharmaceutical and nutritional product introduction",
        "pharmacovigilance integration",
        "process analytical technology implementation",
        "process modelling",
        "flexible facilities implementation",
        "facility design",
        "continuous improvement",
        "cell culture",
        "biological product introduction"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process engineer": {
      "role_name": "process engineer",
      "total_skills": 54,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "internet of things management",
        "learning and development",
        "continuous improvement management",
        "data and statistical analytics",
        "data analytics system design",
        "enterprise risk management",
        "engineering drawing, interpretation and management",
        "report writing",
        "environmental management system framework development and implementation",
        "audit management",
        "good manufacturing practices implementation",
        "data synthesis",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation"
      ],
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        "process optimisation",
        "technical presentation",
        "hazards and risk control, and policy management",
        "yield analysis",
        "continuous process improvement",
        "embedded systems integration",
        "effectiveness management",
        "commissioning and start-up management",
        "process control",
        "technical report writing",
        "process unit and utilities operations management",
        "process operations troubleshooting",
        "quality systems management",
        "engineering management of change",
        "engineering project management",
        "workplace safety and health practices implementation",
        "failure analysis",
        "technical presentations",
        "workplace safety and health hazard identification and risk control management",
        "continuing professional development management",
        "standard operating procedure development and implementation",
        "solutioning",
        "safety integrity levels management",
        "front-end engineering design management",
        "process safety management framework development and implementation",
        "electrostatic discharge control",
        "incident investigation management",
        "process plant and equipment integrity management",
        "process engineering design",
        "process development management",
        "operations reporting protocol application",
        "operation management",
        "non-conformance management",
        "emergency management",
        "factory system management",
        "major hazard installation safety case management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "process engineering manager": {
      "role_name": "process engineering manager",
      "total_skills": 36,
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        "change management",
        "business continuity management",
        "continuous improvement management",
        "internet of things management",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "robotic and automation technology application",
        "engineering safety standards interpretation",
        "environmental management system framework development and implementation",
        "organisational resource management",
        "staff management",
        "procurement management"
      ],
      "nice_to_have": [
        "process optimisation",
        "yield analysis",
        "commissioning and start-up management",
        "data analytics system design",
        "engineering project management",
        "plant economic modelling",
        "process control",
        "process operations troubleshooting",
        "engineering management of change",
        "non-conformance management",
        "training, coaching and assessment management",
        "continuing professional development management",
        "staff development management",
        "safety integrity levels management",
        "process plant and equipment integrity management",
        "process safety management framework development and implementation",
        "operations reporting protocol application",
        "front-end engineering design management",
        "process engineering design",
        "process development management",
        "major hazard installation safety case management",
        "organisational analysis management",
        "budget management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process safety engineer": {
      "role_name": "process safety engineer",
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        "change management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "engineering safety standards interpretation",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "data analytics system design"
      ],
      "nice_to_have": [
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        "commissioning and start-up management",
        "process optimisation",
        "engineering project management",
        "engineering management of change",
        "technical report writing",
        "process control",
        "process operations troubleshooting",
        "safe system of work development and implementation",
        "safety integrity levels management",
        "operations reporting protocol application",
        "process safety management framework development and implementation",
        "process plant and equipment integrity management",
        "process engineering design",
        "major hazard installation safety case management",
        "front-end engineering design management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process specialist / shift leader / team leader": {
      "role_name": "process specialist / shift leader / team leader",
      "total_skills": 41,
      "core_skills": [
        "innovation management",
        "change management",
        "emergency response management",
        "internet of things management",
        "quality system management",
        "data synthesis",
        "additive manufacturing",
        "lean manufacturing",
        "continuous process improvement",
        "embedded systems integration",
        "automation process control",
        "equipment maintenance",
        "automated operation monitoring",
        "manufacturing process management",
        "machining"
      ],
      "nice_to_have": [
        "laser and optics application",
        "maintenance coordination",
        "precision measurement",
        "production shut-down and re-start",
        "non-destructive testing",
        "material joining",
        "surface preparation and protection",
        "augmented reality application",
        "automated system design",
        "geometric dimensioning and tolerancing",
        "failure analysis",
        "cutting",
        "computer-aided manufacturing",
        "product and machine assembly",
        "production line set-up",
        "virtual reality application",
        "welding",
        "quality process control",
        "cleanliness and contamination control",
        "pneumatic systems management",
        "plastic injection moulding",
        "manufacturing technology",
        "computer-aided design",
        "hydraulic systems management",
        "automation systems maintenance",
        "workplace safety and health practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process technician": {
      "role_name": "process technician",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "robotic and automation technology application",
        "third party management",
        "preventive maintenance management",
        "process operations troubleshooting",
        "process unit and utilities operations management",
        "safe system of work development and implementation",
        "sample management",
        "standard operating procedure development and implementation",
        "process equipment preparation for mechanical work",
        "operations reporting protocol application",
        "incident investigation management",
        "feedstock and product transfer operations management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "process technician / maintenance technician": {
      "role_name": "process technician / maintenance technician",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "internet of things management",
        "workplace safety and health performance management",
        "systems thinking",
        "good manufacturing practices implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "process validation",
        "manufacturing process management",
        "hazards and risk control, and policy management",
        "green manufacturing design and implementation",
        "equipment maintenance",
        "continuous process improvement",
        "automation process control",
        "automated operation monitoring",
        "food safety management",
        "document control",
        "technical report writing",
        "utilities management",
        "active and smart packaging",
        "advanced processing technology",
        "food manufacturing facility maintenance",
        "automated food manufacturing system maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "procurement assistant / sourcing assistant / sourcing coordinator": {
      "role_name": "procurement assistant / sourcing assistant / sourcing coordinator",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "continuous improvement management",
        "conflict management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "vendor management",
        "systems thinking application",
        "inventory control",
        "procurement management",
        "technology integration",
        "order fulfilment administration",
        "resource management",
        "supplier sourcing",
        "operations risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "procurement coordinator / procurement executive": {
      "role_name": "procurement coordinator / procurement executive",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "vendor management",
        "workplace safety and health culture development",
        "contract development and management",
        "business presentation delivery",
        "technical writing",
        "procurement coordination and policy development",
        "procurement performance monitoring",
        "business proposal writing",
        "project risk management",
        "big data analytics",
        "project coordination",
        "material inspection",
        "manufacturing workflow management",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "procurement executive / sourcing executive": {
      "role_name": "procurement executive / sourcing executive",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "conflict management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "business performance management",
        "vendor management",
        "contract development and management",
        "networking",
        "systems thinking application",
        "inventory control",
        "effectiveness management",
        "procurement management",
        "data mining and modelling",
        "technology integration",
        "order fulfilment administration",
        "resource management",
        "supplier sourcing",
        "operations risk management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "procurement manager": {
      "role_name": "procurement manager",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "crisis management",
        "corporate governance",
        "workplace safety and health performance management",
        "project feasibility assessment",
        "strategy development"
      ],
      "nice_to_have": [
        "vendor management",
        "contract development and management",
        "workplace safety and health culture development",
        "business presentation delivery",
        "financial planning",
        "technical writing",
        "conflict resolution",
        "business proposal writing",
        "procurement coordination and policy development",
        "procurement performance monitoring",
        "staff performance management",
        "big data analytics",
        "operational risk management",
        "manpower forecasting",
        "financial budgeting",
        "project coordination",
        "project quality management",
        "organisational performance management",
        "opportunity development",
        "manufacturing workflow management",
        "continuous quality improvement",
        "material inspection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "procurement manager / sourcing manager": {
      "role_name": "procurement manager / sourcing manager",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "manpower planning",
        "conflict management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "business performance management",
        "enterprise risk management",
        "vendor management",
        "networking",
        "organisational analysis",
        "contract development and management",
        "systems thinking application",
        "effectiveness management",
        "data mining and modelling",
        "inventory control",
        "technology integration",
        "procurement management",
        "order fulfilment administration",
        "resource management",
        "supplier sourcing",
        "operations risk management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "producer": {
      "role_name": "producer",
      "total_skills": 14,
      "core_skills": [
        "project management",
        "business negotiation",
        "production planning and scheduling",
        "public relations management"
      ],
      "nice_to_have": [
        "integrated marketing",
        "market evaluation",
        "market intelligence",
        "procurement for production operations",
        "production budget management",
        "workplace safety and health",
        "performing arts production operations",
        "production quality management",
        "risk assessment for production",
        "rehearsal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "producer - broadcast (casting)": {
      "role_name": "producer - broadcast (casting)",
      "total_skills": 18,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "contract and vendor management",
        "production planning and scheduling",
        "media law and compliance",
        "production team and crew selection"
      ],
      "nice_to_have": [
        "production budget management",
        "procurement for production operations",
        "market evaluation",
        "fundraising and sponsorships",
        "video editing",
        "concept creation",
        "location scouting and management",
        "immersive design",
        "production operations",
        "direction",
        "creative storytelling",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "producer - film (casting)": {
      "role_name": "producer - film (casting)",
      "total_skills": 11,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "fundraising and sponsorships",
        "market evaluation"
      ],
      "nice_to_have": [
        "marketing strategy",
        "media law and compliance",
        "procurement for production operations",
        "production budget management",
        "production team and crew selection",
        "content distribution",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "producer - games": {
      "role_name": "producer - games",
      "total_skills": 9,
      "core_skills": [
        "project management",
        "customer experience management",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "contract and vendor management",
        "product management",
        "production budget management",
        "research",
        "game quality assurance testing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product analyst": {
      "role_name": "product analyst",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "business environment analysis",
        "continuous improvement management",
        "data analytics",
        "business development",
        "partnership management",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "market profiling",
        "product management",
        "pricing strategy",
        "design thinking practice",
        "business innovation",
        "business requirements mapping",
        "regulatory compliance",
        "product performance management",
        "business needs analysis",
        "product advisory",
        "ethical culture",
        "demand and supply analysis",
        "quality standards",
        "channel management",
        "automation management in product development",
        "data design",
        "market research and analysis",
        "data engineering",
        "data ethics",
        "data visualisation and storyboarding",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product and experience development director": {
      "role_name": "product and experience development director",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "financial management",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "strategy planning",
        "corporate governance",
        "business performance management",
        "vendor management",
        "contract development and management",
        "intellectual property management",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "succession planning",
        "technology scanning",
        "product, content and experience performance management",
        "employee and labour relations",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product and experience development executive": {
      "role_name": "product and experience development executive",
      "total_skills": 18,
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        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "budgeting",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "business performance management",
        "technology application",
        "vendor management",
        "contract development and management",
        "intellectual property management",
        "strategy implementation",
        "risk management and administration",
        "financial planning and analysis",
        "technology scanning",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development",
        "product, content and experience performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product and experience development manager": {
      "role_name": "product and experience development manager",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "financial management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning"
      ],
      "nice_to_have": [
        "corporate governance",
        "strategy planning",
        "business performance management",
        "technology application",
        "vendor management",
        "contract development and management",
        "intellectual property management",
        "strategy implementation",
        "organisational vision, mission and values formulation",
        "risk management and administration",
        "succession planning",
        "financial planning and analysis",
        "technology scanning",
        "product, content and experience performance management",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product and pricing senior executive": {
      "role_name": "product and pricing senior executive",
      "total_skills": 9,
      "core_skills": [
        "innovation management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "internet of things management",
        "third party management",
        "business intelligence and data analytics",
        "marketing content development",
        "product and pricing analysis",
        "product and pricing strategy development",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product designer": {
      "role_name": "product designer",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "data analytics",
        "business development",
        "partnership management",
        "customer experience management",
        "business environment analysis",
        "networking",
        "user experience design",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "brand management",
        "demand analysis",
        "user interface design",
        "design thinking practice",
        "test planning",
        "business innovation",
        "process improvement and optimisation",
        "product management",
        "design concepts generation",
        "business requirements mapping",
        "business needs analysis",
        "user testing and usability testing",
        "quality standards",
        "narrative design in product development",
        "automation management in product development",
        "data visualisation and storyboarding",
        "artificial intelligence application in product development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product development analyst": {
      "role_name": "product development analyst",
      "total_skills": 13,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "business environment analysis",
        "market profiling"
      ],
      "nice_to_have": [
        "pricing strategy",
        "product management",
        "regulatory compliance",
        "regulatory risk assessment",
        "ethical culture",
        "product design and development",
        "data analytics and computational modelling",
        "demand and supply analysis",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product development manager": {
      "role_name": "product development manager",
      "total_skills": 44,
      "core_skills": [
        "innovation management",
        "market research",
        "business negotiation",
        "business environment analysis",
        "budgeting",
        "business opportunities development",
        "continuous improvement management",
        "service excellence",
        "knowledge management",
        "customer acquisition management",
        "quality assurance management",
        "partnership management",
        "project feasibility assessment",
        "vendor management",
        "networking"
      ],
      "nice_to_have": [
        "contract development and management",
        "sales target management",
        "market profiling",
        "organisational analysis",
        "intellectual property management",
        "pricing strategy",
        "product management",
        "regulatory compliance",
        "regulatory risk assessment",
        "organisational strategising",
        "learning needs analysis",
        "programme management",
        "stakeholder engagement and management",
        "skills framework adoption",
        "research into professional practice translation",
        "research findings communication",
        "research design",
        "research data analysis",
        "ethical culture",
        "customer relationship management operations",
        "product design and development",
        "financial planning and analysis",
        "operational excellence",
        "market research and analysis",
        "data analytics and computational modelling",
        "learning experience evaluation",
        "learning strategy development",
        "people performance management",
        "demand and supply analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product engineer": {
      "role_name": "product engineer",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "learning and development",
        "enterprise risk management",
        "product testing",
        "good manufacturing practices implementation",
        "audit management",
        "data synthesis",
        "yield analysis"
      ],
      "nice_to_have": [
        "effectiveness management",
        "data analytics system design",
        "manufacturing process design",
        "failure analysis",
        "workplace safety and health practices implementation",
        "quality systems management",
        "new product introduction",
        "production resource management",
        "solutioning",
        "emergency management",
        "operation management",
        "factory system management",
        "material qualification",
        "electrostatic discharge control",
        "metrology management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product engineer / product designer": {
      "role_name": "product engineer / product designer",
      "total_skills": 45,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "internet of things management",
        "user experience design",
        "networking",
        "additive manufacturing",
        "data synthesis",
        "user interface design",
        "quality system management",
        "workplace safety and health system management",
        "business innovation",
        "embedded systems integration",
        "continuous process improvement",
        "vision leadership",
        "cyber risk management",
        "laser and optics application"
      ],
      "nice_to_have": [
        "machining",
        "manufacturing process design",
        "manufacturing process management",
        "data analytics system design",
        "value analysis",
        "surface preparation and protection",
        "research and development",
        "computer-aided manufacturing",
        "precision measurement",
        "new product introduction",
        "automated system design",
        "metallic material characterisation",
        "failure analysis",
        "material joining",
        "metal-based additive manufacturing",
        "production line set-up",
        "metal forming",
        "quality process control",
        "computer-aided design",
        "polymeric material characterisation",
        "manufacturing technology",
        "cleanliness and contamination control",
        "heat treatment process",
        "polymeric additive manufacturing",
        "virtual reality application",
        "engineering product design",
        "welding",
        "metrology management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product manager": {
      "role_name": "product manager",
      "total_skills": 67,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "customer experience management",
        "data analytics",
        "business negotiation",
        "product management",
        "emerging technology synthesis",
        "budgeting",
        "user experience design",
        "business environment analysis",
        "change management",
        "pricing strategy",
        "business development",
        "business performance management"
      ],
      "nice_to_have": [
        "partnership management",
        "design thinking practice",
        "user interface design",
        "demand analysis",
        "continuous improvement management",
        "business planning",
        "strategy implementation",
        "customer behaviour analysis",
        "project feasibility assessment",
        "business needs analysis",
        "networking",
        "contract and vendor management",
        "market profiling",
        "brand management",
        "systems thinking",
        "quality assurance",
        "business risk assessment",
        "business presentation delivery",
        "intellectual property management",
        "business innovation",
        "product performance management",
        "design concepts generation",
        "product advisory",
        "design standards and specification",
        "regulatory compliance",
        "data visualisation",
        "business requirements mapping",
        "portfolio management",
        "research",
        "aesthetic and design sensibility",
        "critical thinking",
        "data analysis and interpretation",
        "conceptual thinking",
        "imagination and exploration",
        "user testing and usability testing",
        "ethical culture",
        "design sustainability and ethics management",
        "scenario and strategic planning",
        "automation management in product development",
        "behavioural economics in design",
        "trend forecasting",
        "business insights",
        "business model innovation",
        "channel management",
        "concept creation",
        "artificial intelligence application in product development",
        "people performance management",
        "proposal writing development",
        "cultural sensitivity for design",
        "empathetic design",
        "demand and supply analysis",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product marketing executive": {
      "role_name": "product marketing executive",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "business environment analysis",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "digital marketing",
        "market profiling",
        "ethical culture",
        "demand and supply analysis",
        "market research and analysis",
        "product marketing and branding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product marketing manager": {
      "role_name": "product marketing manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "budgeting",
        "strategy planning",
        "customer behaviour analysis",
        "business environment analysis"
      ],
      "nice_to_have": [
        "digital marketing",
        "networking",
        "market profiling",
        "business risk assessment",
        "product performance management",
        "sales strategy",
        "ethical culture",
        "demand and supply analysis",
        "market research and analysis",
        "people performance management",
        "product marketing and branding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product origination and structuring analyst": {
      "role_name": "product origination and structuring analyst",
      "total_skills": 23,
      "core_skills": [
        "customer experience management",
        "business environment analysis",
        "financial analysis",
        "customer relationship management",
        "capital expenditure and investment evaluation",
        "product management",
        "account management",
        "regulatory compliance",
        "product performance management"
      ],
      "nice_to_have": [
        "product advisory",
        "financial modelling",
        "product design and development",
        "ethical culture",
        "environment and social governance",
        "behavioural finance",
        "financial statements review",
        "market research and analysis",
        "price stabilisation",
        "deal syndication and arrangement",
        "customer acceptance checking and onboarding",
        "capital management",
        "book building",
        "transaction documentation for prospectus development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product origination and structuring manager": {
      "role_name": "product origination and structuring manager",
      "total_skills": 25,
      "core_skills": [
        "customer experience management",
        "business environment analysis",
        "financial analysis",
        "customer relationship management",
        "capital expenditure and investment evaluation",
        "product management",
        "account management",
        "regulatory compliance",
        "product performance management",
        "product advisory"
      ],
      "nice_to_have": [
        "financial modelling",
        "product design and development",
        "ethical culture",
        "environment and social governance",
        "behavioural finance",
        "financial statements review",
        "market research and analysis",
        "people performance management",
        "price stabilisation",
        "deal syndication and arrangement",
        "customer acceptance checking and onboarding",
        "client investment suitability",
        "capital management",
        "book building",
        "transaction documentation for prospectus development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product risk analyst": {
      "role_name": "product risk analyst",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "performance management",
        "test planning",
        "partnership management",
        "systems thinking",
        "risk compliance and governance",
        "emerging technology synthesis",
        "networking"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "business risk management",
        "strategy implementation",
        "software testing",
        "quality assurance",
        "product management",
        "business requirements mapping",
        "business needs analysis",
        "internal controls in product development",
        "problem management",
        "applications development",
        "product risk analytics",
        "product risk assessment",
        "quality standards",
        "risk and crisis management",
        "data visualisation and storyboarding",
        "data ethics",
        "business continuity",
        "configuration tracking",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product risk manager": {
      "role_name": "product risk manager",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "data analytics",
        "performance management",
        "manpower planning",
        "partnership management",
        "networking",
        "systems thinking",
        "risk compliance and governance",
        "data governance",
        "emerging technology synthesis",
        "strategy implementation"
      ],
      "nice_to_have": [
        "quality assurance",
        "product management",
        "process improvement and optimisation",
        "test planning",
        "business risk management",
        "business requirements mapping",
        "business needs analysis",
        "software testing",
        "applications development",
        "internal controls in product development",
        "problem management",
        "data visualisation and storyboarding",
        "data ethics",
        "product risk analytics",
        "product risk assessment",
        "configuration tracking",
        "quality standards",
        "risk and crisis management",
        "business continuity",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product security engineer": {
      "role_name": "product security engineer",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "data analytics",
        "test planning",
        "strategy planning",
        "partnership management",
        "data governance"
      ],
      "nice_to_have": [
        "product management",
        "strategy implementation",
        "software testing",
        "process improvement and optimisation",
        "business needs analysis",
        "cyber risk management",
        "security education and awareness",
        "security governance",
        "software design",
        "security programme management",
        "agile software development",
        "security administration",
        "quality standards",
        "applications development",
        "network security",
        "cyber forensics",
        "cyber and data breach incident management",
        "business continuity",
        "audit and compliance",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product security engineering manager": {
      "role_name": "product security engineering manager",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "manpower planning",
        "partnership management",
        "data governance",
        "networking",
        "strategy implementation"
      ],
      "nice_to_have": [
        "test planning",
        "process improvement and optimisation",
        "product management",
        "cyber risk management",
        "business needs analysis",
        "software testing",
        "people and performance management",
        "security governance",
        "security education and awareness",
        "threat analysis and defence",
        "software design",
        "security programme management",
        "agile software development",
        "security administration",
        "quality standards",
        "applications development",
        "network security",
        "it governance",
        "cyber forensics",
        "cyber and data breach incident management",
        "business continuity",
        "audit and compliance",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product specialist / product sales specialist": {
      "role_name": "product specialist / product sales specialist",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "business performance management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "pricing strategy",
        "product management",
        "business needs analysis",
        "product advisory",
        "product performance management",
        "ethical culture",
        "product design and development",
        "channel management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "product technologist / innovation manager": {
      "role_name": "product technologist / innovation manager",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "budgeting",
        "business continuity management",
        "risk management",
        "business performance management",
        "quality assurance management",
        "workplace safety and health performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "systems thinking",
        "data synthesis",
        "quality system management",
        "good manufacturing practices implementation",
        "product testing",
        "process validation",
        "technical presentation",
        "hazards and risk control, and policy management",
        "conflict resolution",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "data analytics system design",
        "laboratory data analysis",
        "document control",
        "technical report writing",
        "chemical risk management",
        "food safety analysis",
        "laboratory management",
        "food safety management",
        "product improvement",
        "packaging testing",
        "active and smart packaging",
        "food manufacturing process design",
        "advanced processing technology",
        "new product introduction for food"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production assistant": {
      "role_name": "production assistant",
      "total_skills": 14,
      "core_skills": [
        "project management",
        "emergency response management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "production planning and scheduling",
        "research",
        "vision mixing",
        "concept creation",
        "hair design and styling",
        "location scouting and management",
        "performing arts production operations",
        "production operations",
        "production quality management",
        "studio technical production",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production coordinator": {
      "role_name": "production coordinator",
      "total_skills": 8,
      "core_skills": [
        "project management",
        "business negotiation"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "production planning and scheduling",
        "production budget management",
        "performing arts production operations",
        "production quality management",
        "risk assessment for production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production director": {
      "role_name": "production director",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business planning",
        "business performance management"
      ],
      "nice_to_have": [
        "risk management",
        "strategy development",
        "systems thinking",
        "production planning",
        "good manufacturing practices implementation",
        "process optimisation",
        "technical presentation",
        "business networking",
        "conflict resolution",
        "chemical risk management",
        "production resource management",
        "big data analysis",
        "biorisk management",
        "continuous improvement",
        "emergency and crisis situation management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production engineer": {
      "role_name": "production engineer",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "incident and accident investigation",
        "systems integration",
        "additive manufacturing",
        "business presentation delivery",
        "programme management",
        "laser and optics application"
      ],
      "nice_to_have": [
        "technical writing",
        "technical inspection",
        "structural testing",
        "procurement coordination and policy development",
        "naval architecture calculations",
        "value engineering",
        "quality systems management",
        "non-destructive testing",
        "marine equipment material selection",
        "marine design customisation",
        "big data analytics",
        "interface management",
        "instrumentation and control system design",
        "launch planning and management",
        "manufacturing workflow management",
        "commissioning coordination",
        "system configuration management",
        "system architecture design",
        "material inspection",
        "component assembly",
        "computer numeric control operations",
        "scaffolding",
        "continuous quality improvement",
        "marine engineering calculations",
        "installation planning and execution",
        "marine equipment and system maintenance",
        "electrical testing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production engineer / biotechnologist": {
      "role_name": "production engineer / biotechnologist",
      "total_skills": 31,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "vendor management",
        "systems thinking",
        "good manufacturing practices implementation",
        "conflict resolution"
      ],
      "nice_to_have": [
        "technical presentation",
        "green manufacturing design and implementation",
        "automated operation monitoring",
        "chemical risk management",
        "technical report writing",
        "equipment and systems repair",
        "process monitoring",
        "manufacturing systems operation and control",
        "manufacturing equipment operation and control",
        "bioreactor operation and control",
        "biorisk management",
        "cell culture",
        "production optimisation",
        "materials management",
        "continuous improvement",
        "emergency shut-down and restart",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "chromatography equipment operation and control",
        "cleaning and sterilising",
        "automated process control",
        "filtration equipment operation and control",
        "engineering drawing",
        "flexible facilities implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production executive": {
      "role_name": "production executive",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "change management",
        "vendor management",
        "systems thinking",
        "production planning",
        "good manufacturing practices implementation",
        "conflict resolution",
        "technical presentation"
      ],
      "nice_to_have": [
        "process optimisation",
        "chemical risk management",
        "manufacturing systems operation and control",
        "technical report writing",
        "process monitoring",
        "bioreactor operation and control",
        "biorisk management",
        "production optimisation",
        "process analytical technology implementation",
        "materials management",
        "manufacturing equipment operation and control",
        "chromatography equipment operation and control",
        "cell culture",
        "health, safety and environment procedures implementation",
        "big data analysis",
        "flexible facilities implementation",
        "filtration equipment operation and control",
        "emergency shut-down and restart",
        "continuous improvement",
        "cleaning and sterilising",
        "automated process control"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production manager": {
      "role_name": "production manager",
      "total_skills": 83,
      "core_skills": [
        "change management",
        "project management",
        "innovation management",
        "business continuity management",
        "stakeholder management",
        "emergency response management",
        "budgeting",
        "internet of things management",
        "risk management",
        "business performance management",
        "business negotiation",
        "strategy development",
        "systems thinking",
        "continuous improvement management",
        "crisis management",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "production planning and scheduling",
        "technical presentation",
        "vendor management",
        "conflict resolution",
        "workplace safety and health performance management",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "production planning",
        "environmental management system framework development and implementation",
        "workplace safety and health",
        "data synthesis",
        "process optimisation",
        "manufacturing process management",
        "third party management",
        "procurement management",
        "staff management",
        "organisational resource management",
        "yield analysis",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "data analytics system design",
        "active and smart packaging",
        "process unit and utilities operations management",
        "engineering management of change",
        "production team and crew selection",
        "production resource management",
        "food safety management",
        "production performance management",
        "production budget management",
        "document control",
        "technical report writing",
        "chemical risk management",
        "safe system of work development and implementation",
        "team effectiveness management",
        "feedstock and product transfer operations management",
        "supply chain management",
        "training, coaching and assessment management",
        "continuous improvement",
        "emergency and crisis situation management",
        "budget management",
        "workplace safety and health hazard identification and risk control management",
        "standard operating procedure development and implementation",
        "emergency shut-down and restart",
        "biorisk management",
        "staff development management",
        "incident investigation management",
        "flexible facilities implementation",
        "process analytical technology implementation",
        "materials management",
        "new product introduction for food",
        "operations reporting protocol application",
        "organisational analysis management",
        "advanced processing technology",
        "performing arts production operations",
        "plant turnaround management",
        "process plant and equipment integrity management",
        "risk assessment for production",
        "process safety management framework development and implementation",
        "hazard and risk identification and management",
        "production optimisation",
        "production quality management",
        "food production management",
        "health, safety and environment procedures implementation",
        "rehearsal management",
        "food manufacturing process design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production manager (location scouting)": {
      "role_name": "production manager (location scouting)",
      "total_skills": 11,
      "core_skills": [
        "business negotiation",
        "emergency response management",
        "contract and vendor management",
        "production budget management"
      ],
      "nice_to_have": [
        "production planning and scheduling",
        "workplace safety and health",
        "media law and compliance",
        "procurement for production operations",
        "production team and crew selection",
        "location scouting and management",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production manager / assistant production manager": {
      "role_name": "production manager / assistant production manager",
      "total_skills": 48,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "manpower planning",
        "technology application",
        "asset management",
        "systems thinking",
        "additive manufacturing",
        "process improvement and optimisation",
        "engineering safety standards interpretation",
        "production planning and scheduling",
        "condition-based assets monitoring management",
        "quality system management",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation",
        "good manufacturing practices implementation",
        "installation and assembly",
        "procurement coordination and policy development",
        "process optimisation",
        "manufacturing process management",
        "technical writing",
        "lean manufacturing",
        "yield analysis",
        "equipment and systems testing"
      ],
      "nice_to_have": [
        "automated operation monitoring",
        "automation process control",
        "building information modelling application",
        "commissioning and start-up management",
        "maintenance strategy development",
        "warehouse space utilisation",
        "technology scanning",
        "automated process design",
        "value engineering",
        "production resource management",
        "automated equipment and control systems configuration",
        "value analysis",
        "process unit and utilities operations management",
        "engineering management of change",
        "process operations troubleshooting",
        "engineering support management",
        "manufacturing systems operation and control",
        "equipment and systems installation and commissioning management",
        "equipment qualification",
        "transportation route and schedule planning",
        "integrated digital delivery application",
        "facilities shut-down and re-start",
        "construction technology",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production operator": {
      "role_name": "production operator",
      "total_skills": 13,
      "core_skills": [
        "emergency response management",
        "internet of things management",
        "workplace safety and health performance management",
        "good manufacturing practices implementation",
        "quality system management"
      ],
      "nice_to_have": [
        "automated operation monitoring",
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "active and smart packaging",
        "food safety management",
        "advanced processing technology",
        "automated food manufacturing system maintenance",
        "food production management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production planner": {
      "role_name": "production planner",
      "total_skills": 14,
      "core_skills": [
        "change management",
        "business continuity management",
        "continuous improvement management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "production planning and scheduling",
        "workplace safety and health framework development and implementation",
        "organisational resource management",
        "procurement management",
        "plant economic modelling",
        "feedstock and product transfer operations management",
        "market demand and feedstock management",
        "non-conformance management",
        "supply chain management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production section manager / head of department": {
      "role_name": "production section manager / head of department",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "corporate governance",
        "workplace safety and health performance management",
        "strategy development",
        "workplace safety and health culture development",
        "robotics and automation application",
        "systems integration"
      ],
      "nice_to_have": [
        "intellectual property management",
        "additive manufacturing",
        "incident and accident investigation",
        "business presentation delivery",
        "financial planning",
        "conflict resolution",
        "technical inspection",
        "programme management",
        "procurement coordination and policy development",
        "technical writing",
        "laser and optics application",
        "naval architecture calculations",
        "operational risk management",
        "big data analytics",
        "value engineering",
        "interface management",
        "quality systems management",
        "financial budgeting",
        "staff performance management",
        "manpower forecasting",
        "system configuration management",
        "commissioning coordination",
        "quality engineering integration",
        "system architecture design",
        "continuous quality improvement",
        "organisational performance management",
        "manufacturing workflow management",
        "launch planning and management",
        "marine engineering calculations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production senior technician / production technician / assistant biotechnologist": {
      "role_name": "production senior technician / production technician / assistant biotechnologist",
      "total_skills": 28,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "vendor management",
        "systems thinking"
      ],
      "nice_to_have": [
        "good manufacturing practices implementation",
        "automated operation monitoring",
        "technical report writing",
        "equipment and systems repair",
        "process monitoring",
        "chemical risk management",
        "manufacturing systems operation and control",
        "chromatography equipment operation and control",
        "manufacturing equipment operation and control",
        "bioreactor operation and control",
        "biorisk management",
        "production optimisation",
        "materials management",
        "health, safety and environment procedures implementation",
        "cell culture",
        "cleaning and sterilising",
        "hazard and risk identification and management",
        "automated process control",
        "filtration equipment operation and control",
        "engineering drawing",
        "emergency shut-down and restart",
        "continuous improvement",
        "flexible facilities implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production supervisor": {
      "role_name": "production supervisor",
      "total_skills": 90,
      "core_skills": [
        "innovation management",
        "project management",
        "internet of things management",
        "emergency response management",
        "learning and development",
        "change management",
        "enterprise risk management",
        "budgeting",
        "continuous improvement management",
        "crisis management",
        "good manufacturing practices implementation",
        "production planning",
        "data synthesis",
        "additive manufacturing",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation",
        "conflict management",
        "quality system management",
        "data and statistical analytics",
        "lean manufacturing",
        "technology application",
        "production resource management",
        "continuous process improvement",
        "data analytics system design",
        "engineering drawing, interpretation and management",
        "report writing",
        "organisational analysis",
        "networking"
      ],
      "nice_to_have": [
        "systems thinking",
        "production performance management",
        "process unit and utilities operations management",
        "process operations troubleshooting",
        "process improvement and optimisation",
        "audit management",
        "production planning and scheduling",
        "production shut-down and re-start",
        "workplace safety and health system management",
        "condition-based assets monitoring management",
        "business data analysis",
        "environmental management system framework development and implementation",
        "procurement management",
        "third party management",
        "procurement performance monitoring",
        "technical writing",
        "equipment and systems testing",
        "installation and assembly",
        "organisational resource management",
        "vision leadership",
        "automation process control",
        "commissioning and start-up management",
        "manufacturing process management",
        "hazards and risk control, and policy management",
        "staff management",
        "building information modelling application",
        "quality systems management",
        "technical report writing",
        "safe system of work development and implementation",
        "competitive business strategy",
        "transportation route and schedule planning",
        "engineering management of change",
        "supply chain solutioning",
        "equipment and systems installation and commissioning management",
        "value analysis",
        "new product introduction",
        "maintenance coordination",
        "workplace safety and health practices implementation",
        "training, coaching and assessment management",
        "virtual reality application",
        "workplace safety and health hazard identification and risk control management",
        "workplace safety and health practice",
        "technical presentations",
        "sustainable manufacturing",
        "integrated digital delivery application",
        "standard operating procedure development and implementation",
        "process equipment preparation for mechanical work",
        "incident investigation management",
        "feedstock and product transfer operations management",
        "factory system management",
        "operations reporting protocol application",
        "facilities shut-down and re-start",
        "plant turnaround management",
        "emergency management",
        "staff development management",
        "design for manufacturing and assembly",
        "control room operations management",
        "construction technology",
        "quality control and assurance",
        "common data environment management",
        "solutioning",
        "operation management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "production team supervisor": {
      "role_name": "production team supervisor",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business performance management"
      ],
      "nice_to_have": [
        "risk management",
        "vendor management",
        "systems thinking",
        "production planning",
        "good manufacturing practices implementation",
        "conflict resolution",
        "production resource management",
        "chemical risk management",
        "flexible facilities implementation",
        "emergency shut-down and restart",
        "hazard and risk identification and management",
        "health, safety and environment procedures implementation",
        "emergency and crisis situation management",
        "materials management",
        "production optimisation",
        "continuous improvement",
        "cleaning and sterilising",
        "team effectiveness management",
        "biorisk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "program director": {
      "role_name": "program director",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "manpower planning",
        "partnership management",
        "business performance management",
        "business environment analysis",
        "organisational analysis"
      ],
      "nice_to_have": [
        "networking",
        "emerging technology synthesis",
        "design thinking practice",
        "business risk management",
        "business process re-engineering",
        "process improvement and optimisation",
        "business innovation",
        "strategy implementation",
        "data visualisation",
        "contract management",
        "business requirements mapping",
        "business needs analysis",
        "organisational design",
        "people and performance management",
        "portfolio management",
        "solution architecture",
        "business agility",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "program manager": {
      "role_name": "program manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "manpower planning",
        "partnership management",
        "business performance management",
        "business environment analysis",
        "organisational analysis"
      ],
      "nice_to_have": [
        "networking",
        "emerging technology synthesis",
        "design thinking practice",
        "business risk management",
        "business process re-engineering",
        "process improvement and optimisation",
        "business innovation",
        "strategy implementation",
        "data visualisation",
        "contract management",
        "business requirements mapping",
        "business needs analysis",
        "organisational design",
        "people and performance management",
        "portfolio management",
        "solution architecture",
        "business agility",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "programme coordinator / programme executive": {
      "role_name": "programme coordinator / programme executive",
      "total_skills": 9,
      "core_skills": [],
      "nice_to_have": [
        "stakeholder management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "social sector policy influence",
        "social service programme development",
        "social service programme evaluation",
        "social service programme implementation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "programme director": {
      "role_name": "programme director",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management",
        "business performance management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "asset management",
        "contract development and management",
        "risk compliance and governance",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "lean manufacturing",
        "supply chain solutioning",
        "applied research and development management",
        "maintenance coordination",
        "big data analytics",
        "audit and review management",
        "enterprise database system administration",
        "predictive maintenance",
        "internet of things implementation",
        "human factors application and error management",
        "engineering problem solving",
        "aviation legislation compliance",
        "supplier management and capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "programme director / senior operations manager": {
      "role_name": "programme director / senior operations manager",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business continuity planning",
        "strategy planning",
        "business performance management",
        "knowledge management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "contract development and management",
        "asset management",
        "quality system management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "cyber risk management",
        "continuous process improvement",
        "artificial intelligence application",
        "carbon footprint management",
        "supply chain solutioning",
        "audit and review management",
        "big data analytics",
        "applied research and development management",
        "maintenance coordination",
        "enterprise database system administration",
        "internet of things implementation",
        "engineering problem solving",
        "predictive maintenance",
        "maintenance organisation structure management",
        "aviation legislation compliance",
        "supplier management and capability development",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "programme manager": {
      "role_name": "programme manager",
      "total_skills": 9,
      "core_skills": [],
      "nice_to_have": [
        "stakeholder management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "social sector policy influence",
        "social service programme development",
        "social service programme evaluation",
        "social service programme implementation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project coordination engineer": {
      "role_name": "project coordination engineer",
      "total_skills": 17,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "third party management",
        "staff training facilitation",
        "procurement management"
      ],
      "nice_to_have": [
        "inspection engineering management",
        "technical services management",
        "technical report writing",
        "business stakeholder management",
        "technology and systems application",
        "technical service process management",
        "business intelligence and data analytics",
        "people capability development",
        "mechanical maintenance management",
        "instrumentation and control maintenance management",
        "electrical maintenance management",
        "permit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project coordination manager": {
      "role_name": "project coordination manager",
      "total_skills": 17,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "third party management",
        "staff training facilitation",
        "procurement management"
      ],
      "nice_to_have": [
        "inspection engineering management",
        "technical services management",
        "technical report writing",
        "business stakeholder management",
        "technology and systems application",
        "technical service process management",
        "business intelligence and data analytics",
        "people capability development",
        "mechanical maintenance management",
        "instrumentation and control maintenance management",
        "electrical maintenance management",
        "permit management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project coordination senior technical officer / project coordination technical officer": {
      "role_name": "project coordination senior technical officer / project coordination technical officer",
      "total_skills": 15,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "procurement management",
        "third party management",
        "business stakeholder management"
      ],
      "nice_to_have": [
        "electrical field maintenance management",
        "inspection engineering management",
        "mechanical field maintenance management",
        "technical report writing",
        "technical services management",
        "business intelligence and data analytics",
        "instrumentation and control maintenance management",
        "permit management",
        "technical service process management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project director": {
      "role_name": "project director",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "financial management",
        "learning and development",
        "service excellence",
        "continuous improvement management",
        "business continuity planning",
        "corporate governance"
      ],
      "nice_to_have": [
        "manpower planning",
        "strategy planning",
        "project feasibility assessment",
        "contract development and management",
        "systems thinking application",
        "succession planning",
        "productivity improvement",
        "risk management and administration",
        "organisational vision, mission and values formulation",
        "events planning and management",
        "resource management",
        "technology scanning",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project director (construction)": {
      "role_name": "project director (construction)",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "business development",
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "quality system management"
      ],
      "nice_to_have": [
        "people management",
        "workplace safety and health framework development and implementation",
        "technical writing",
        "technical inspection",
        "building information modelling application",
        "equipment and systems testing",
        "equipment and systems installation and commissioning management",
        "project risk management",
        "critical thinking",
        "site assessment and analysis",
        "data collection and analysis",
        "value engineering",
        "transportation route and schedule planning",
        "design for safety",
        "dispute resolution",
        "engineering contract management",
        "technology scanning",
        "workflow management",
        "construction technology",
        "regulatory submission and clearance",
        "design for maintainability",
        "design for manufacturing and assembly",
        "green building strategy implementation",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project director (project management)": {
      "role_name": "project director (project management)",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "emergency response management",
        "continuous improvement management",
        "business development",
        "manpower planning",
        "project feasibility assessment",
        "asset management",
        "workplace safety and health culture development",
        "quality system management"
      ],
      "nice_to_have": [
        "people management",
        "incident and accident investigation",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "building information modelling application",
        "procurement coordination and policy development",
        "technical writing",
        "engineering contract management",
        "data collection and analysis",
        "value engineering",
        "technology scanning",
        "critical thinking",
        "project risk management",
        "project cost",
        "design for safety",
        "dispute resolution",
        "green building strategy implementation",
        "design for maintainability",
        "regulatory submission and clearance",
        "construction technology",
        "design for manufacturing and assembly",
        "workflow management",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project engineer": {
      "role_name": "project engineer",
      "total_skills": 38,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "vendor management",
        "technology application",
        "project feasibility assessment",
        "workplace safety and health culture development",
        "contract development and management",
        "process improvement and optimisation",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "risk management and administration",
        "financial planning",
        "programme management",
        "business proposal writing",
        "technical writing",
        "technical inspection",
        "project risk management",
        "financial budgeting",
        "big data analytics",
        "naval architecture calculations",
        "value engineering",
        "quality systems management",
        "warehousing / cargo-related occupational health and safety management",
        "commissioning coordination",
        "component assembly",
        "engineering installation design",
        "quality engineering integration",
        "environmental protection management",
        "project quality management",
        "continuous quality improvement",
        "project coordination",
        "autonomous logistics design and application",
        "marine engineering calculations",
        "manufacturing workflow management",
        "logistics solution design thinking",
        "automation design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project executive": {
      "role_name": "project executive",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business continuity management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "technology application",
        "process improvement and optimisation",
        "contract preparation, evaluation, negotiation and tendering",
        "import and export documentation administration",
        "risk management and administration",
        "technology infrastructure management and integration",
        "automation design",
        "contract / vendor management",
        "environmental protection management",
        "supply chain solutioning / modelling / planning / strategising",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project manager": {
      "role_name": "project manager",
      "total_skills": 75,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "innovation management",
        "project management",
        "technology application",
        "business negotiation",
        "workplace safety and health culture development",
        "business continuity management",
        "financial management",
        "crisis management",
        "service excellence",
        "continuous improvement management",
        "corporate governance",
        "strategy planning",
        "workplace safety and health performance management",
        "project feasibility assessment",
        "technical writing",
        "vendor management"
      ],
      "nice_to_have": [
        "strategy development",
        "asset management",
        "contract development and management",
        "incident and accident investigation",
        "workplace safety and health framework development and implementation",
        "process improvement and optimisation",
        "value engineering",
        "project risk management",
        "quality system management",
        "business presentation delivery",
        "condition-based assets monitoring management",
        "programme management",
        "risk management and administration",
        "conflict resolution",
        "procurement coordination and policy development",
        "business proposal writing",
        "financial planning",
        "contract preparation, evaluation, negotiation and tendering",
        "technical inspection",
        "building information modelling application",
        "staff performance management",
        "quality systems management",
        "technology infrastructure management and integration",
        "project cost",
        "big data analytics",
        "data collection and analysis",
        "manpower forecasting",
        "operational risk management",
        "design for safety",
        "naval architecture calculations",
        "dispute resolution",
        "critical thinking",
        "engineering contract management",
        "financial budgeting",
        "project coordination",
        "green building strategy implementation",
        "design for manufacturing and assembly",
        "autonomous logistics design and application",
        "workflow management",
        "warehousing / cargo-related occupational health and safety management",
        "environmental protection management",
        "supply chain solutioning / modelling / planning / strategising",
        "integrated digital delivery application",
        "commissioning coordination",
        "organisational performance management",
        "logistics solution product / project management",
        "automation design",
        "manufacturing workflow management",
        "regulatory submission and clearance",
        "marine engineering calculations",
        "quality engineering integration",
        "public-private-individual partnership collaboration",
        "project quality management",
        "construction technology",
        "design for maintainability",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project manager / scrum master": {
      "role_name": "project manager / scrum master",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "project management",
        "change management",
        "data analytics",
        "business environment analysis",
        "budgeting",
        "learning and development"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "partnership management",
        "business needs analysis",
        "networking",
        "emerging technology synthesis",
        "design thinking practice",
        "process improvement and optimisation",
        "strategy implementation",
        "business risk management",
        "data visualisation",
        "contract management",
        "business requirements mapping",
        "people and performance management",
        "solution architecture",
        "business agility",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "project supervisor": {
      "role_name": "project supervisor",
      "total_skills": 16,
      "core_skills": [
        "technology application",
        "process improvement and optimisation",
        "equipment maintenance",
        "import and export documentation administration",
        "risk management and administration",
        "dangerous goods management"
      ],
      "nice_to_have": [
        "cargo and receipt inspection",
        "cargo security control",
        "cold chain operations administration",
        "cross docking",
        "environmental protection management",
        "livestock cargo administration",
        "material handling equipment (mhe) handling",
        "time sensitive cargo delivery management",
        "transportation equipment handling",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "prop designer": {
      "role_name": "prop designer",
      "total_skills": 9,
      "core_skills": [
        "workplace safety and health",
        "production design",
        "prop design",
        "set construction",
        "set design"
      ],
      "nice_to_have": [
        "sustainability management",
        "visual style development",
        "concept creation for production design",
        "props management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "psychologist": {
      "role_name": "psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "qa engineer": {
      "role_name": "qa engineer",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "quality control management",
        "workplace safety and health framework development and implementation",
        "technical presentation",
        "audit and review management",
        "materials qualification",
        "technical report writing",
        "continuing professional development management",
        "laboratory data reporting and analysis management",
        "non-conformance management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "qa&qc manager": {
      "role_name": "qa&qc manager",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "business continuity management",
        "continuous improvement management",
        "quality assurance management",
        "quality control management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "analytical method validation"
      ],
      "nice_to_have": [
        "procurement management",
        "organisational resource management",
        "staff management",
        "materials qualification",
        "audit and review management",
        "product testing management",
        "sample management",
        "staff development management",
        "training, coaching and assessment management",
        "non-conformance management",
        "organisational analysis management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "incident investigation management",
        "budget management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality assurance / quality control engineer": {
      "role_name": "quality assurance / quality control engineer",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "technical writing",
        "technical inspection",
        "structural testing",
        "programme management",
        "quality systems management",
        "value engineering",
        "big data analytics",
        "naval architecture calculations",
        "non-destructive testing",
        "quality engineering integration",
        "material inspection",
        "marine engineering calculations",
        "manufacturing workflow management",
        "electrical testing",
        "continuous quality improvement",
        "commissioning coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality assurance / quality control manager": {
      "role_name": "quality assurance / quality control manager",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "crisis management",
        "corporate governance",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "business presentation delivery"
      ],
      "nice_to_have": [
        "financial planning",
        "structural testing",
        "technical writing",
        "technical inspection",
        "programme management",
        "conflict resolution",
        "business proposal writing",
        "value engineering",
        "staff performance management",
        "quality systems management",
        "big data analytics",
        "operational risk management",
        "naval architecture calculations",
        "manpower forecasting",
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        "project quality management",
        "quality engineering integration",
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      "role_name": "quality assurance and quality control director",
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        "quality assurance management"
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        "chemical risk management",
        "laboratory management",
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        "food safety management",
        "food safety analysis",
        "technical report writing"
      ],
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    },
    "quality assurance and quality control specialist / food safety specialist / laboratory manager": {
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        "food safety analysis",
        "cleanliness testing",
        "chemical risk management",
        "laboratory data analysis",
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        "technical report writing",
        "laboratory management"
      ],
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    },
    "quality assurance and quality control supervisor / quality assurance and quality control executive / laboratory supervisor": {
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        "food safety analysis",
        "food safety management",
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      ],
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      "role_name": "quality assurance assistant",
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        "project management"
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        "process monitoring",
        "technical report writing",
        "cleaning validation",
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      ],
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    },
    "quality assurance engineer": {
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        "test planning",
        "business performance management",
        "partnership management"
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        "process improvement and optimisation",
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        "business needs analysis",
        "product management",
        "configuration tracking",
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        "software design",
        "problem management",
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      ],
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    },
    "quality assurance manager": {
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        "manpower planning",
        "partnership management",
        "business continuity management",
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        "process improvement and optimisation",
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        "good manufacturing practices implementation",
        "people and performance management",
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        "quality engineering",
        "quality standards",
        "configuration tracking",
        "software design",
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        "business agility",
        "document control",
        "pharmacovigilance integration",
        "applications development",
        "continuous improvement",
        "team effectiveness management",
        "health, safety and environment procedures implementation"
      ],
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    },
    "quality assurance manager / quality control manager / quality assurance engineer / quality control engineer / planner": {
      "role_name": "quality assurance manager / quality control manager / quality assurance engineer / quality control engineer / planner",
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        "manpower planning",
        "quality assurance management",
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        "quality system management",
        "quality control management",
        "condition-based assets monitoring management",
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        "production planning and scheduling",
        "engineering safety standards interpretation",
        "product testing",
        "good manufacturing practices implementation",
        "process validation",
        "audit management",
        "workplace safety and health framework development and implementation",
        "technical writing"
      ],
      "nice_to_have": [
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        "analytical method validation",
        "automation process control",
        "process control",
        "process monitoring",
        "maintenance strategy development",
        "equipment and systems installation and commissioning management",
        "product testing management",
        "engineering management of change",
        "production resource management",
        "computerised systems validation",
        "technology scanning",
        "warehouse space utilisation",
        "materials qualification",
        "integrated digital delivery application",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality assurance senior specialist": {
      "role_name": "quality assurance senior specialist",
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        "project management",
        "quality assurance management",
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        "audit management"
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        "document control",
        "computerised systems validation",
        "technical report writing",
        "health, safety and environment procedures implementation",
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        "cleaning validation"
      ],
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    },
    "quality assurance specialist": {
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        "quality assurance management",
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        "computerised systems validation",
        "packaging validation",
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        "health, safety and environment procedures implementation"
      ],
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    },
    "quality assurance supervisor / quality control supervisor": {
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        "engineering management of change",
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        "integrated digital delivery application",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality assurance tester": {
      "role_name": "quality assurance tester",
      "total_skills": 4,
      "core_skills": [
        "game quality assurance testing",
        "game concept design"
      ],
      "nice_to_have": [
        "game testing automation",
        "gameplay design"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality control assistant laboratory analyst": {
      "role_name": "quality control assistant laboratory analyst",
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        "innovation management",
        "change management",
        "project management"
      ],
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        "product testing",
        "good manufacturing practices implementation",
        "laboratory data analysis",
        "packaging testing",
        "laboratory management",
        "technical report writing",
        "cleanliness testing",
        "chemical risk management",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "continuous improvement",
        "raw materials and utilities testing",
        "biorisk management"
      ],
      "industries": [],
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    },
    "quality control laboratory analyst / chemist / microbiologist": {
      "role_name": "quality control laboratory analyst / chemist / microbiologist",
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        "innovation management",
        "change management",
        "project management",
        "systems thinking",
        "good manufacturing practices implementation"
      ],
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        "technical presentation",
        "conflict resolution",
        "laboratory management",
        "packaging testing",
        "technical report writing",
        "laboratory data analysis",
        "cleanliness testing",
        "chemical risk management",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "continuous improvement",
        "raw materials and utilities testing",
        "biorisk management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality control manager": {
      "role_name": "quality control manager",
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        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity management",
        "business performance management",
        "risk management"
      ],
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        "strategy development",
        "systems thinking",
        "quality control management",
        "good manufacturing practices implementation",
        "product testing",
        "technical presentation",
        "conflict resolution",
        "laboratory management",
        "packaging testing",
        "cleanliness testing",
        "chemical risk management",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "continuous improvement",
        "raw materials and utilities testing",
        "team effectiveness management",
        "biorisk management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality control senior laboratory analyst / senior chemist / senior microbiologist": {
      "role_name": "quality control senior laboratory analyst / senior chemist / senior microbiologist",
      "total_skills": 21,
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        "innovation management",
        "change management",
        "project management",
        "systems thinking",
        "quality control management"
      ],
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        "product testing",
        "technical presentation",
        "conflict resolution",
        "laboratory management",
        "packaging testing",
        "technical report writing",
        "laboratory data analysis",
        "cleanliness testing",
        "chemical risk management",
        "biorisk management",
        "health, safety and environment procedures implementation",
        "hazard and risk identification and management",
        "continuous improvement",
        "raw materials and utilities testing",
        "big data analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality control technician / quality control assistant / laboratory technician": {
      "role_name": "quality control technician / quality control assistant / laboratory technician",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "project management",
        "emergency response management",
        "quality assurance management",
        "workplace safety and health performance management",
        "systems thinking",
        "process validation"
      ],
      "nice_to_have": [
        "quality system management",
        "quality control management",
        "good manufacturing practices implementation",
        "product testing",
        "manufacturing process management",
        "hazards and risk control, and policy management",
        "continuous process improvement",
        "packaging testing",
        "cleanliness testing",
        "laboratory management",
        "laboratory data analysis",
        "food safety management",
        "food safety analysis",
        "document control",
        "technical report writing",
        "chemical risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality engineer": {
      "role_name": "quality engineer",
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        "stakeholder management",
        "project management",
        "innovation management",
        "test planning",
        "partnership management",
        "business performance management",
        "networking",
        "budgeting",
        "learning and development",
        "process improvement and optimisation",
        "software testing",
        "internet of things management"
      ],
      "nice_to_have": [
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        "performance management",
        "strategy implementation",
        "enterprise risk management",
        "business needs analysis",
        "report writing",
        "good manufacturing practices implementation",
        "failure analysis",
        "product management",
        "product testing",
        "data synthesis",
        "quality assurance",
        "audit management",
        "yield analysis",
        "hazards and risk control, and policy management",
        "embedded systems integration",
        "effectiveness management",
        "data analytics system design",
        "continuous process improvement",
        "software design",
        "quality standards",
        "workplace safety and health practices implementation",
        "quality systems management",
        "agile software development",
        "quality engineering",
        "problem management",
        "applications development",
        "quality process control",
        "quality control and assurance",
        "metrology management",
        "solutioning",
        "material qualification",
        "factory system management",
        "technical presentations",
        "emergency management",
        "electrostatic discharge control",
        "operation management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality engineer (aircraft engine / component maintenance)": {
      "role_name": "quality engineer (aircraft engine / component maintenance)",
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        "business negotiation",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "geometric dimensioning and tolerancing",
        "precision measurement"
      ],
      "nice_to_have": [
        "audit and review management",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "non-metallic materials testing",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "aerodynamics principles application",
        "image processing and industrial vision inspection",
        "mathematical concepts application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "workshop practices application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality engineer (aircraft maintenance)": {
      "role_name": "quality engineer (aircraft maintenance)",
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        "robotics and automation application",
        "workplace safety and health framework development and implementation",
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      ],
      "nice_to_have": [
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        "non-metallic materials testing",
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        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
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        "image processing and industrial vision inspection",
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        "internet of things implementation",
        "aerospace materials and hardware selection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "workshop practices application"
      ],
      "industries": [],
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    },
    "quality engineer (fleet management)": {
      "role_name": "quality engineer (fleet management)",
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        "business negotiation",
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
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        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "audit and review management"
      ],
      "nice_to_have": [
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        "geometric dimensioning and tolerancing",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "propulsion principles application",
        "aerodynamics principles application",
        "internet of things implementation",
        "image processing and industrial vision inspection",
        "aerospace materials and hardware selection",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
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    },
    "quality engineer (manufacturing)": {
      "role_name": "quality engineer (manufacturing)",
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        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "geometric dimensioning and tolerancing",
        "precision measurement"
      ],
      "nice_to_have": [
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        "turbine aeroplane aerodynamics, structures and systems principles application",
        "non-metallic materials testing",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "aerodynamics principles application",
        "image processing and industrial vision inspection",
        "mathematical concepts application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "workshop practices application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality engineering manager": {
      "role_name": "quality engineering manager",
      "total_skills": 28,
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        "project management",
        "budgeting",
        "learning and development",
        "performance management",
        "manpower planning",
        "business performance management",
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        "process validation",
        "process improvement and optimisation",
        "test planning",
        "strategy implementation",
        "strategy planning",
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        "software testing",
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        "quality standards",
        "software design",
        "agile coaching",
        "quality engineering",
        "agile software development",
        "failure analysis",
        "business agility",
        "applications development",
        "problem management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "quality manager (aircraft engine / component maintenance)": {
      "role_name": "quality manager (aircraft engine / component maintenance)",
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        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
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        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "carbon footprint management",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "applied research and development management",
        "audit and review management",
        "big data analytics",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "digital techniques application",
        "propulsion principles application",
        "propeller principles application",
        "electrical fundamentals application",
        "electronic fundamentals application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "image processing and industrial vision inspection",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality manager (aircraft maintenance)": {
      "role_name": "quality manager (aircraft maintenance)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "carbon footprint management",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "applied research and development management",
        "audit and review management",
        "big data analytics",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "digital techniques application",
        "propulsion principles application",
        "propeller principles application",
        "electrical fundamentals application",
        "electronic fundamentals application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "image processing and industrial vision inspection",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality manager (fleet management)": {
      "role_name": "quality manager (fleet management)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "carbon footprint management",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "applied research and development management",
        "audit and review management",
        "big data analytics",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "digital techniques application",
        "propulsion principles application",
        "propeller principles application",
        "electrical fundamentals application",
        "electronic fundamentals application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "image processing and industrial vision inspection",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quality manager (manufacturing)": {
      "role_name": "quality manager (manufacturing)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "carbon footprint management",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "applied research and development management",
        "audit and review management",
        "big data analytics",
        "helicopter aerodynamics, structures and systems principles application",
        "human factors application and error management",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "digital techniques application",
        "propulsion principles application",
        "propeller principles application",
        "electrical fundamentals application",
        "electronic fundamentals application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "image processing and industrial vision inspection",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quantitative trader": {
      "role_name": "quantitative trader",
      "total_skills": 14,
      "core_skills": [
        "emerging technology synthesis",
        "data mining and modelling",
        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "standard operating procedures development"
      ],
      "nice_to_have": [
        "block trading",
        "data analytics and computational modelling",
        "electronic trading system management",
        "market research and analysis",
        "post trade monitoring and risk and capital management",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing",
        "trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "quantity surveyor / contracts manager / cost manager": {
      "role_name": "quantity surveyor / contracts manager / cost manager",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "technology application",
        "project feasibility assessment",
        "building information modelling application",
        "procurement coordination and policy development"
      ],
      "nice_to_have": [
        "technical writing",
        "technical presentation",
        "research and information synthesis",
        "project risk management",
        "project cost",
        "value engineering",
        "dispute resolution",
        "data collection and analysis",
        "critical thinking",
        "measurement of building and construction works",
        "integrated digital delivery application",
        "ethical climate",
        "design for manufacturing and assembly",
        "contract administration and management",
        "construction technology",
        "life cycle costing and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "r&d chemist": {
      "role_name": "r&d chemist",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "quality control management",
        "technical presentation",
        "procurement management",
        "applied research and development management",
        "product testing management",
        "technical report writing",
        "materials qualification",
        "product design and development",
        "laboratory operations management",
        "sample management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "r&d manager": {
      "role_name": "r&d manager",
      "total_skills": 30,
      "core_skills": [
        "innovation management",
        "change management",
        "business continuity management",
        "continuous improvement management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "organisational resource management",
        "procurement management"
      ],
      "nice_to_have": [
        "technical presentation",
        "staff management",
        "technical services management",
        "product testing management",
        "product design and development",
        "applied research and development management",
        "materials qualification",
        "business planning management",
        "organisational analysis management",
        "budget management",
        "process development management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "sample management",
        "staff development management",
        "laboratory data reporting and analysis management",
        "strategic service excellence management",
        "strategy development and implementation management",
        "continuing professional development management",
        "training, coaching and assessment management",
        "business networking management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "radio frequency engineer": {
      "role_name": "radio frequency engineer",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "performance management",
        "business environment analysis",
        "vendor management",
        "emerging technology synthesis",
        "business risk management"
      ],
      "nice_to_have": [
        "business innovation",
        "test planning",
        "process improvement and optimisation",
        "network configuration",
        "business requirements mapping",
        "business needs analysis",
        "contract management",
        "software configuration",
        "network administration and maintenance",
        "problem management",
        "procurement",
        "radio frequency engineering",
        "security administration",
        "service level management",
        "cyber and data breach incident management",
        "network security"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "rail service manager": {
      "role_name": "rail service manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "service excellence",
        "report writing",
        "workplace safety and health culture development",
        "people development",
        "staff performance management",
        "workplace and facilities safety management",
        "security management",
        "rail operations enhancement management",
        "rail regulatory compliance",
        "rail incident management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ramp officer": {
      "role_name": "ramp officer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "ground handling services and operations management",
        "ground support equipment operations",
        "hazard and risk control and policy management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "cargo loading and unloading administration",
        "baggage loading and unloading administration",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ramp operator": {
      "role_name": "ramp operator",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "accident and incident response management",
        "ground handling services and operations management",
        "ground support equipment operations",
        "aircraft movement management",
        "human factors management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "cargo loading and unloading administration",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "baggage loading and unloading administration",
        "airside driving",
        "aircraft turnaround coordination",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "regional manager / export manager": {
      "role_name": "regional manager / export manager",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "business negotiation",
        "emergency response management",
        "business continuity management",
        "budgeting",
        "business opportunities development",
        "business performance management",
        "risk management",
        "customer acquisition management",
        "customer behaviour analysis",
        "strategy development"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "business environment analysis",
        "brand portfolio management",
        "systems thinking",
        "marketing communications plan development",
        "e-commerce campaign management",
        "technical presentation",
        "business networking",
        "social media marketing",
        "business relationship building",
        "customer loyalty and retention strategy formulation",
        "conflict resolution",
        "consumer intelligence analysis",
        "communications channel management",
        "international marketing programmes management",
        "food product marketing",
        "product improvement",
        "new export market entry strategy formulation",
        "international trade legislation for business"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "regulations and trade controls manager": {
      "role_name": "regulations and trade controls manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "budgeting",
        "learning and development",
        "business planning",
        "continuous improvement management",
        "conflict management",
        "strategy planning",
        "manpower planning"
      ],
      "nice_to_have": [
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "risk compliance and governance",
        "systems thinking application",
        "regulatory risk assessment",
        "international trade legislation compliance",
        "internal controls",
        "fraud risk management",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - commercial": {
      "role_name": "relationship management director - commercial",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - corporate and large multi-national companies": {
      "role_name": "relationship management director - corporate and large multi-national companies",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - financial institutions and non-bank financial institutions": {
      "role_name": "relationship management director - financial institutions and non-bank financial institutions",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - private banking / team leader": {
      "role_name": "relationship management director - private banking / team leader",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business planning",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "market profiling",
        "networking",
        "business risk assessment",
        "credit risk management",
        "account management",
        "disruption management",
        "ethical culture",
        "credit assessment",
        "market research and analysis",
        "market specialisation",
        "people performance management",
        "personal finance advisory",
        "portfolio and investment risk management",
        "customer acceptance checking and onboarding",
        "compliance mindset development",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - retail / head of personal banking": {
      "role_name": "relationship management director - retail / head of personal banking",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business planning",
        "strategy planning",
        "customer experience management"
      ],
      "nice_to_have": [
        "business performance management",
        "business environment analysis",
        "contract and vendor management",
        "market profiling",
        "networking",
        "business risk assessment",
        "fraud risk management",
        "regulatory compliance",
        "account management",
        "ethical culture",
        "compliance mindset development",
        "customer acceptance checking and onboarding",
        "market research and analysis",
        "market specialisation",
        "people performance management",
        "personal finance advisory"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship management director - small and medium enterprises": {
      "role_name": "relationship management director - small and medium enterprises",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "customer acceptance checking and onboarding",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - commercial": {
      "role_name": "relationship manager - commercial",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - corporate and large multi-national companies": {
      "role_name": "relationship manager - corporate and large multi-national companies",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - financial institutions and non-bank financial institutions": {
      "role_name": "relationship manager - financial institutions and non-bank financial institutions",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "client investment suitability",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - private banking": {
      "role_name": "relationship manager - private banking",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "business opportunities development",
        "risk management",
        "customer acquisition management",
        "customer experience management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "customer relationship management",
        "networking",
        "credit risk management",
        "service challenges",
        "product advisory",
        "account management",
        "benchmarking",
        "ethical culture",
        "cybersecurity",
        "credit assessment",
        "market research and analysis",
        "market specialisation",
        "personal finance advisory",
        "portfolio and investment risk management",
        "customer acceptance checking and onboarding",
        "client investment suitability",
        "wealth planning administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - retail banking / personal banking manager": {
      "role_name": "relationship manager - retail banking / personal banking manager",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management",
        "business environment analysis",
        "networking"
      ],
      "nice_to_have": [
        "customer relationship management",
        "contract and vendor management",
        "credit risk management",
        "business risk assessment",
        "fraud risk management",
        "service challenges",
        "regulatory compliance",
        "product advisory",
        "account management",
        "ethical culture",
        "credit assessment",
        "market specialisation",
        "market research and analysis",
        "personal finance advisory",
        "customer acceptance checking and onboarding",
        "client investment suitability"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "relationship manager - small and medium enterprises": {
      "role_name": "relationship manager - small and medium enterprises",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business opportunities development",
        "customer acquisition management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "business environment analysis",
        "account management",
        "product advisory",
        "regulatory compliance",
        "sales strategy",
        "credit assessment",
        "ethical culture",
        "customer acceptance checking and onboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "repair engineer / process engineer": {
      "role_name": "repair engineer / process engineer",
      "total_skills": 42,
      "core_skills": [
        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "continuous process improvement",
        "lean manufacturing",
        "maintenance coordination",
        "augmented reality application",
        "sealants process",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing"
      ],
      "nice_to_have": [
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "non-metallic materials testing",
        "mathematical concepts application",
        "welding process",
        "aerodynamics principles application",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace heat treatment process",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "aerospace maintenance practices application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "reporter / correspondent - news": {
      "role_name": "reporter / correspondent - news",
      "total_skills": 7,
      "core_skills": [
        "production planning and scheduling",
        "media law and compliance",
        "news delivery and presentation"
      ],
      "nice_to_have": [
        "news editing",
        "news story development",
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        "data collection and analysis"
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        "green manufacturing design and implementation",
        "conflict resolution",
        "continuous process improvement",
        "technical presentation",
        "hazards and risk control, and policy management",
        "food safety management",
        "food product marketing",
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        "document control",
        "food manufacturing process design",
        "recipe formulation"
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        "social sector policy influence",
        "trends evaluation and application"
      ],
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        "financial management",
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        "research into professional practice translation",
        "research findings communication",
        "social service programme evaluation",
        "social sector policy influence",
        "social policy formulation",
        "advocacy and representation",
        "research data collection and management",
        "collaborative practices across disciplines and sectors",
        "reflexive practice",
        "group work evaluation",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "trends evaluation and application"
      ],
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    },
    "research director": {
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        "research data analysis"
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        "research findings communication",
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        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
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        "business continuity planning",
        "business opportunities development",
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        "corporate governance",
        "strategy planning",
        "manpower planning",
        "risk management",
        "knowledge management",
        "partnership management"
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        "project feasibility assessment",
        "business environment analysis",
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        "data governance",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "disruption management",
        "vision leadership",
        "business relationship building",
        "data mining and modelling",
        "organisation and board relationship",
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        "research data analysis",
        "proposal writing",
        "effective board member",
        "people and performance management",
        "research data collection and management",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "technology adoption and innovation",
        "business innovation and improvement",
        "management decision making"
      ],
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    },
    "research executive": {
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        "innovation management",
        "market research",
        "budgeting",
        "internet of things management"
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        "intellectual property management",
        "business data analysis",
        "strategy implementation",
        "systems thinking application",
        "data mining and modelling",
        "financial planning and analysis",
        "technology scanning",
        "proposal writing",
        "meetings, incentives, conferences and exhibitions (mice) content and experience development and delivery",
        "product, content and experience performance management",
        "tourism and economic development"
      ],
      "industries": [],
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    },
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        "project management",
        "business negotiation",
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        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "risk management",
        "knowledge management"
      ],
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        "project feasibility assessment",
        "vendor management",
        "business environment analysis",
        "contract development and management",
        "data governance",
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        "workplace safety and health",
        "business presentation delivery",
        "data mining and modelling",
        "business relationship building",
        "vision leadership",
        "people and performance management",
        "proposal writing",
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        "research findings communication",
        "legal compliance management",
        "research data collection and management",
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        "technology adoption and innovation",
        "business innovation and improvement",
        "management decision making"
      ],
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    },
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        "research data analysis"
      ],
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        "research findings communication",
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        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
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    "research senior analyst / analyst": {
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        "business negotiation",
        "budgeting",
        "continuous improvement management",
        "data analytics",
        "business continuity planning",
        "risk management",
        "knowledge management",
        "partnership management",
        "business environment analysis"
      ],
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        "project feasibility assessment",
        "networking",
        "contract development and management",
        "data governance",
        "workplace safety and health",
        "business presentation delivery",
        "data mining and modelling",
        "business relationship building",
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        "research findings communication",
        "management decision making",
        "industry knowledge, research and analysis",
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        "technology adoption and innovation",
        "business innovation and improvement",
        "legal compliance management"
      ],
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    },
    "research technologist": {
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        "continuous improvement management",
        "environmental management system framework development and implementation",
        "quality control management"
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        "procurement management",
        "product testing management",
        "technical report writing",
        "laboratory data reporting and analysis management",
        "laboratory equipment maintenance and calibration management",
        "laboratory operations management",
        "sample management",
        "workplace safety and health hazard identification and risk control management"
      ],
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    },
    "reservations executive / reservations supervisor": {
      "role_name": "reservations executive / reservations supervisor",
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        "business negotiation",
        "service excellence",
        "customer experience management",
        "enterprise risk management",
        "service coaching",
        "staff management"
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        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "resource management",
        "people development",
        "people and performance management",
        "organisational relationship building",
        "room reservation operations management",
        "room revenue management",
        "sales delivery",
        "customer challenges management",
        "legal compliance management",
        "hospitality data collection and analysis",
        "customer feedback and relationship management",
        "technology adoption and innovation"
      ],
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    },
    "reservations manager / assistant reservations manager": {
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        "business negotiation",
        "budgeting",
        "customer acquisition management",
        "customer experience management",
        "staff management",
        "enterprise risk management"
      ],
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        "productivity improvement",
        "service challenges",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "resource management",
        "people and performance management",
        "people development",
        "organisational relationship building",
        "dispute resolution",
        "customer feedback and relationship management",
        "revenue optimisation",
        "room reservation operations management",
        "room revenue management",
        "legal compliance management",
        "hospitality data collection and analysis",
        "customer challenges management",
        "technology adoption and innovation"
      ],
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    "reservations officer / reservations agent": {
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        "productivity improvement",
        "people and relationship management"
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        "sales delivery",
        "service innovation",
        "service planning and implementation",
        "customer challenges management",
        "legal compliance management",
        "room reservation operations management",
        "technology adoption and innovation",
        "tourism promotion"
      ],
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    },
    "reserving actuarial executive": {
      "role_name": "reserving actuarial executive",
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        "data mining and modelling"
      ],
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        "regulatory compliance",
        "data collection and analysis",
        "ethical culture",
        "valuation",
        "data analytics and computational modelling",
        "risk analytics"
      ],
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    },
    "reserving and pricing actuarial manager": {
      "role_name": "reserving and pricing actuarial manager",
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        "corporate governance",
        "business performance management",
        "business risk assessment",
        "pricing strategy"
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        "data mining and modelling",
        "financial modelling",
        "regulatory compliance",
        "ethical culture",
        "valuation",
        "data analytics and computational modelling",
        "people performance management",
        "regulatory and legal advisory",
        "risk analytics"
      ],
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    },
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      "role_name": "restructuring and insolvency associate / restructuring and insolvency executive",
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        "business negotiation",
        "financial management",
        "data analytics",
        "conflict management",
        "business development"
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        "data governance",
        "regulatory compliance",
        "financial modelling",
        "business acumen",
        "project execution and control",
        "valuation",
        "data storytelling and visualisation",
        "corporate and business law",
        "capital raising",
        "financial statements analysis",
        "professional and business ethics",
        "claims management",
        "cash flow management",
        "restructuring insolvency advisory",
        "transaction due diligence",
        "debt restructuring"
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    },
    "restructuring and insolvency manager": {
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        "financial management",
        "data analytics",
        "conflict management",
        "business development"
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        "data governance",
        "regulatory compliance",
        "financial modelling",
        "business acumen",
        "project execution and control",
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        "data storytelling and visualisation",
        "corporate and business law",
        "capital raising",
        "financial statements analysis",
        "professional and business ethics",
        "claims management",
        "cash flow management",
        "restructuring insolvency advisory",
        "transaction due diligence",
        "debt restructuring"
      ],
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    },
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        "conflict management",
        "business development"
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        "data governance",
        "regulatory compliance",
        "financial modelling",
        "business acumen",
        "project execution and control",
        "valuation",
        "data storytelling and visualisation",
        "corporate and business law",
        "capital raising",
        "financial statements analysis",
        "professional and business ethics",
        "claims management",
        "cash flow management",
        "restructuring insolvency advisory",
        "transaction due diligence",
        "debt restructuring"
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      "role_name": "restructuring and insolvency senior / restructuring and insolvency senior executive",
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        "business negotiation",
        "financial management",
        "data analytics",
        "conflict management",
        "business development"
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        "data governance",
        "regulatory compliance",
        "financial modelling",
        "business acumen",
        "project execution and control",
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        "data storytelling and visualisation",
        "corporate and business law",
        "capital raising",
        "financial statements analysis",
        "professional and business ethics",
        "claims management",
        "cash flow management",
        "restructuring insolvency advisory",
        "transaction due diligence",
        "debt restructuring"
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        "business negotiation",
        "budgeting",
        "data analytics"
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        "business presentation delivery",
        "productivity improvement",
        "dispute resolution",
        "market trend analysis",
        "people and performance management",
        "people development",
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        "room revenue management",
        "legal compliance management",
        "room distribution channel management",
        "technology adoption and innovation"
      ],
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    },
    "revenue specialist / revenue analyst": {
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        "market research",
        "business negotiation"
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        "business presentation delivery",
        "market trend analysis",
        "productivity improvement",
        "revenue optimisation",
        "room revenue management",
        "legal compliance management",
        "room distribution channel management",
        "technology adoption and innovation"
      ],
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      "skill_distribution": {}
    },
    "rigger / signalman": {
      "role_name": "rigger / signalman",
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        "process improvement and optimisation",
        "equipment maintenance",
        "risk management and administration",
        "dangerous goods management",
        "cold chain operations administration"
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        "cross docking",
        "environmental protection management",
        "material handling equipment (mhe) handling",
        "time sensitive cargo delivery management",
        "transportation equipment handling",
        "warehousing / cargo-related occupational health and safety management"
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      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "risk analytics analyst / compliance analytics analyst": {
      "role_name": "risk analytics analyst / compliance analytics analyst",
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        "stakeholder management",
        "project management"
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        "business requirements mapping",
        "data mining and modelling",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "software configuration",
        "data analytics and computational modelling",
        "risk analytics",
        "risk and compliance reporting"
      ],
      "industries": [],
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    },
    "risk analytics manager / compliance analytics manager": {
      "role_name": "risk analytics manager / compliance analytics manager",
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        "project management",
        "strategy planning"
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        "business risk assessment",
        "business requirements mapping",
        "data mining and modelling",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "software configuration",
        "data analytics and computational modelling",
        "people performance management",
        "risk analytics",
        "risk and compliance reporting"
      ],
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    },
    "risk manager": {
      "role_name": "risk manager",
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        "innovation management",
        "change management",
        "emergency response management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning",
        "business continuity planning",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "risk compliance and governance",
        "systems thinking application",
        "regulatory risk assessment",
        "internal controls",
        "fraud risk management",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "hazards and risk identification and management",
        "operations risk management",
        "solutions design thinking"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "risk strategy manager": {
      "role_name": "risk strategy manager",
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        "stakeholder management",
        "crisis management",
        "corporate governance",
        "strategy planning",
        "risk management"
      ],
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        "technology application",
        "business risk assessment",
        "risk appetite and goals setting",
        "regulatory risk assessment",
        "data collection and analysis",
        "data storytelling and visualisation",
        "ethical culture",
        "policy implementation and revision",
        "people performance management",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "rooms division manager / director of rooms": {
      "role_name": "rooms division manager / director of rooms",
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      "core_skills": [
        "innovation management",
        "change management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "crisis management",
        "corporate governance",
        "knowledge management",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "service challenges",
        "vision leadership",
        "business relationship building",
        "staff management",
        "productivity improvement",
        "dispute resolution",
        "service planning and implementation",
        "service leadership",
        "service innovation",
        "service information and results",
        "people and performance management",
        "resource management",
        "people development",
        "organisational relationship building",
        "hospitality data collection and analysis",
        "service innovation culture",
        "legal compliance management",
        "technology adoption and innovation",
        "customer feedback and relationship management",
        "room revenue management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales account manager": {
      "role_name": "sales account manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "data analytics",
        "business development",
        "customer experience management"
      ],
      "nice_to_have": [
        "partnership management",
        "networking",
        "pricing strategy",
        "product management",
        "account management",
        "business needs analysis",
        "contract management",
        "sales strategy",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales and distribution specialist / coverage officer": {
      "role_name": "sales and distribution specialist / coverage officer",
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      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "customer acquisition management",
        "customer relationship management"
      ],
      "nice_to_have": [
        "networking",
        "sales target management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "channel management",
        "customer acceptance checking and onboarding",
        "proposal management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales and purchase broker": {
      "role_name": "sales and purchase broker",
      "total_skills": 21,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "business planning",
        "service excellence",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "financial analysis",
        "business data analysis",
        "cash flow reporting",
        "technology integration",
        "organisational strategy and policy realisation",
        "proposal writing",
        "resource management",
        "cyber security",
        "risk control and response planning",
        "innovation",
        "ship financing",
        "ship sale and purchase",
        "ship valuation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales assistant / sales coordinator": {
      "role_name": "sales assistant / sales coordinator",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "business opportunities development",
        "continuous improvement management",
        "service excellence",
        "conflict management"
      ],
      "nice_to_have": [
        "customer experience management",
        "customer relationship management",
        "market profiling",
        "systems thinking application",
        "data mining and modelling",
        "product advisory",
        "sales closure",
        "technology integration",
        "resource management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales associate / brand associate": {
      "role_name": "sales associate / brand associate",
      "total_skills": 38,
      "core_skills": [
        "service excellence",
        "data analytics",
        "customer experience management",
        "workplace safety and health",
        "intellectual property management",
        "sales closure",
        "product advisory",
        "service challenges",
        "productivity improvement",
        "inventory control",
        "people and relationship management",
        "service innovation",
        "workplace first-aid",
        "service planning and implementation",
        "service leadership"
      ],
      "nice_to_have": [
        "customer relationship management operations",
        "service information and results",
        "policy implementation and revision",
        "visual merchandising presentation",
        "store facilities and housekeeping",
        "store security policy",
        "workplace communications",
        "retailing and the economy",
        "adapt to change",
        "product styling",
        "product demonstration",
        "after-sales service",
        "problem identification",
        "organisation evaluation for business excellence",
        "order fulfilment and returns processing",
        "manage change",
        "idea generation and selection",
        "food and beverage safety and hygiene",
        "drive productivity and innovation",
        "customer loyalty",
        "compliance with legal regulations",
        "colour concept application",
        "process improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales coordinator / catering sales coordinator": {
      "role_name": "sales coordinator / catering sales coordinator",
      "total_skills": 12,
      "core_skills": [
        "service excellence",
        "report writing"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "people and relationship management",
        "customer feedback and relationship management",
        "proposal writing",
        "sales delivery",
        "asset and inventory management",
        "customer challenges management",
        "legal compliance management",
        "technology adoption and innovation",
        "tourism promotion"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales director": {
      "role_name": "sales director",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "manpower planning",
        "strategy planning",
        "project management",
        "business performance management",
        "financial management",
        "networking",
        "data analytics",
        "service excellence"
      ],
      "nice_to_have": [
        "business development",
        "corporate governance",
        "customer acquisition management",
        "customer experience management",
        "partnership management",
        "customer behaviour analysis",
        "sales target management",
        "contract development and management",
        "demand analysis",
        "customer relationship management",
        "business data analysis",
        "strategy implementation",
        "pricing strategy",
        "product management",
        "succession planning",
        "sales strategy",
        "account management",
        "organisational vision, mission and values formulation",
        "customer loyalty and retention strategy formulation",
        "contract management",
        "business needs analysis",
        "sales channel management",
        "resource management",
        "people and performance management",
        "technology scanning",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales executive": {
      "role_name": "sales executive",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "innovation management",
        "change management",
        "market research",
        "business development",
        "customer experience management",
        "partnership management",
        "learning and development",
        "networking",
        "continuous improvement management",
        "data analytics",
        "service excellence",
        "business planning"
      ],
      "nice_to_have": [
        "business opportunities development",
        "conflict management",
        "customer acquisition management",
        "business performance management",
        "account management",
        "customer relationship management",
        "market profiling",
        "contract and vendor management",
        "sales target management",
        "systems thinking application",
        "business presentation delivery",
        "pricing strategy",
        "effectiveness management",
        "sales closure",
        "business needs analysis",
        "sales strategy",
        "technology integration",
        "data mining and modelling",
        "product advisory",
        "contract management",
        "sales channel management",
        "market intelligence",
        "resource management",
        "content distribution",
        "media distribution platform management",
        "solutions design thinking",
        "technical sales support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales executive / catering sales executive": {
      "role_name": "sales executive / catering sales executive",
      "total_skills": 18,
      "core_skills": [
        "market research",
        "customer behaviour analysis",
        "business negotiation",
        "service excellence"
      ],
      "nice_to_have": [
        "customer acquisition management",
        "report writing",
        "business presentation delivery",
        "business relationship building",
        "service challenges",
        "organisational relationship building",
        "proposal writing",
        "sales channel management",
        "customer challenges management",
        "customer feedback and relationship management",
        "hospitality venue inspection",
        "legal compliance management",
        "room revenue management",
        "sales delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales executive / travel consultant (sales)": {
      "role_name": "sales executive / travel consultant (sales)",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "service excellence",
        "customer acquisition management",
        "business performance management",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "technology application",
        "contract development and management",
        "customer relationship management",
        "demand analysis",
        "sales target management",
        "strategy implementation",
        "customer loyalty and retention strategy formulation",
        "sales closure",
        "technology scanning",
        "proposal writing",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales manager": {
      "role_name": "sales manager",
      "total_skills": 57,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "innovation management",
        "learning and development",
        "budgeting",
        "service excellence",
        "change management",
        "market research",
        "manpower planning",
        "strategy planning",
        "customer acquisition management",
        "business performance management",
        "sales target management",
        "networking",
        "financial management",
        "customer relationship management",
        "contract development and management",
        "continuous improvement management",
        "business opportunities development",
        "business planning"
      ],
      "nice_to_have": [
        "corporate governance",
        "business development",
        "conflict management",
        "partnership management",
        "customer experience management",
        "sales closure",
        "enterprise risk management",
        "technology application",
        "customer behaviour analysis",
        "contract and vendor management",
        "organisational analysis",
        "demand analysis",
        "market profiling",
        "systems thinking application",
        "business presentation delivery",
        "resource management",
        "strategy implementation",
        "business data analysis",
        "pricing strategy",
        "technology integration",
        "succession planning",
        "sales strategy",
        "account management",
        "product advisory",
        "organisational vision, mission and values formulation",
        "effectiveness management",
        "data mining and modelling",
        "customer loyalty and retention strategy formulation",
        "proposal writing",
        "market intelligence",
        "financial planning and analysis",
        "technology scanning",
        "media distribution platform management",
        "solutions design thinking",
        "content distribution",
        "business insights",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales manager / catering sales manager / assistant sales manager / assistant catering sales manager": {
      "role_name": "sales manager / catering sales manager / assistant sales manager / assistant catering sales manager",
      "total_skills": 23,
      "core_skills": [
        "market research",
        "business negotiation",
        "budgeting",
        "report writing",
        "service excellence",
        "business opportunities development",
        "customer acquisition management"
      ],
      "nice_to_have": [
        "customer behaviour analysis",
        "business presentation delivery",
        "proposal writing",
        "business relationship building",
        "service challenges",
        "service coaching",
        "dispute resolution",
        "organisational relationship building",
        "sales channel management",
        "sales delivery",
        "hospitality venue inspection",
        "customer feedback and relationship management",
        "customer challenges management",
        "room revenue management",
        "sales trends and opportunities analysis",
        "legal compliance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sales supervisor / brand supervisor": {
      "role_name": "sales supervisor / brand supervisor",
      "total_skills": 50,
      "core_skills": [
        "stakeholder management",
        "crisis management",
        "service excellence",
        "data analytics",
        "conflict management",
        "customer experience management",
        "sales target management",
        "workplace safety and health",
        "systems thinking application",
        "intellectual property management",
        "people and relationship management",
        "service coaching",
        "service challenges",
        "sales closure",
        "productivity improvement",
        "product advisory"
      ],
      "nice_to_have": [
        "inventory control",
        "customer relationship management operations",
        "workplace first-aid",
        "people development",
        "policy implementation and revision",
        "service information and results",
        "service innovation",
        "service leadership",
        "service planning and implementation",
        "compliance with legal regulations",
        "customer experience innovation",
        "manage change",
        "store facilities and housekeeping",
        "store security policy",
        "customer loyalty",
        "visual merchandising presentation",
        "workforce diversity and harmony",
        "workplace communications",
        "colour concept application",
        "drive productivity and innovation",
        "order fulfilment and returns processing",
        "food and beverage safety and hygiene",
        "retailing and the economy",
        "retail administration",
        "products and services promotions",
        "idea generation and selection",
        "product styling",
        "product demonstration",
        "after-sales service",
        "process improvement",
        "problem identification",
        "personal effectiveness",
        "organisation evaluation for business excellence",
        "adapt to change"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "scriptwriter / writer": {
      "role_name": "scriptwriter / writer",
      "total_skills": 4,
      "core_skills": [
        "narrative design",
        "concept creation"
      ],
      "nice_to_have": [
        "creative storytelling",
        "scriptwriting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "section head / team leader / line operator": {
      "role_name": "section head / team leader / line operator",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "internet of things management",
        "workplace safety and health performance management",
        "systems thinking",
        "quality system management",
        "good manufacturing practices implementation"
      ],
      "nice_to_have": [
        "automated operation monitoring",
        "automation process control",
        "conflict resolution",
        "continuous process improvement",
        "equipment maintenance",
        "hazards and risk control, and policy management",
        "manufacturing process management",
        "technical report writing",
        "active and smart packaging",
        "production performance management",
        "document control",
        "food safety management",
        "advanced processing technology",
        "food production management",
        "automated food manufacturing system maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "section supervisor / foreman": {
      "role_name": "section supervisor / foreman",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "learning and development",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "maintenance scheduling",
        "people development",
        "staff performance management",
        "equipment maintenance and housekeeping",
        "work at heights",
        "inventory management",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "bus air-conditioning systems maintenance",
        "internet of things application",
        "bus body work maintenance",
        "heavy lifting machinery operation",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "bus recovery and towing",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security architect": {
      "role_name": "security architect",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "emerging technology synthesis",
        "strategy implementation"
      ],
      "nice_to_have": [
        "business needs analysis",
        "cyber risk management",
        "infrastructure design",
        "security architecture",
        "security governance",
        "security programme management",
        "network security",
        "security administration",
        "security strategy",
        "solution architecture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security consultant": {
      "role_name": "security consultant",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "innovation management"
      ],
      "nice_to_have": [
        "financial management",
        "robotics and automation application",
        "contract management",
        "conflict resolution management",
        "documentation",
        "marketing management",
        "quality assurance and audit",
        "security risk analysis",
        "security threat research"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security officer": {
      "role_name": "security officer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "robotics and automation application",
        "access control management",
        "security surveillance management"
      ],
      "nice_to_have": [
        "threat observation",
        "documentation",
        "environment observation",
        "first-aid",
        "guard and patrol",
        "alarm system management",
        "information collection",
        "deterrence",
        "security escort",
        "security operation compliance",
        "security screening management",
        "canine handling",
        "self-defence",
        "arrestation",
        "incident response"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security operations analyst": {
      "role_name": "security operations analyst",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "cyber risk management",
        "audit and compliance",
        "business continuity",
        "cyber and data breach incident management",
        "disaster recovery management",
        "network security",
        "security administration",
        "security programme management",
        "threat analysis and defence",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security operations manager": {
      "role_name": "security operations manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "emerging technology synthesis",
        "networking",
        "strategy implementation",
        "cyber risk management",
        "threat intelligence and detection",
        "people and performance management",
        "security strategy",
        "threat analysis and defence",
        "audit and compliance",
        "security education and awareness",
        "security administration",
        "disaster recovery management",
        "cyber and data breach incident management",
        "business continuity",
        "network security"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "security supervisor": {
      "role_name": "security supervisor",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "manpower planning",
        "robotics and automation application",
        "access control management",
        "security surveillance management"
      ],
      "nice_to_have": [
        "threat observation",
        "environment observation",
        "executive protection",
        "first-aid",
        "guard and patrol",
        "alarm system management",
        "information collection",
        "documentation",
        "media storage record maintenance",
        "crowd and traffic control management",
        "security operation compliance",
        "security risk analysis",
        "security screening management",
        "confidentiality management",
        "capability development",
        "incident response"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "segment executive": {
      "role_name": "segment executive",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management",
        "partnership management",
        "business environment analysis",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "customer relationship management",
        "digital marketing",
        "market profiling",
        "business risk assessment",
        "account management",
        "product advisory",
        "ethical culture",
        "market research and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "segment manager": {
      "role_name": "segment manager",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business opportunities development",
        "customer acquisition management",
        "partnership management",
        "business environment analysis",
        "customer behaviour analysis",
        "customer relationship management"
      ],
      "nice_to_have": [
        "digital marketing",
        "market profiling",
        "business risk assessment",
        "account management",
        "product advisory",
        "sales strategy",
        "ethical culture",
        "market research and analysis",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior 2d artist (concept art / background art / character art, storyboarding)": {
      "role_name": "senior 2d artist (concept art / background art / character art, storyboarding)",
      "total_skills": 5,
      "core_skills": [
        "research",
        "2d animation",
        "concept art creation"
      ],
      "nice_to_have": [
        "concept creation",
        "storyboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior 3d artist (modelling / rigging / texturing, digital lighting, digital compositing)": {
      "role_name": "senior 3d artist (modelling / rigging / texturing, digital lighting, digital compositing)",
      "total_skills": 8,
      "core_skills": [
        "3d modelling",
        "research",
        "colour grading",
        "compositing visuals"
      ],
      "nice_to_have": [
        "concept creation",
        "digital lighting",
        "rigging for animation",
        "surfacing and texturing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior anchor / senior presenter / anchor / presenter - news": {
      "role_name": "senior anchor / senior presenter / anchor / presenter - news",
      "total_skills": 6,
      "core_skills": [
        "media law and compliance",
        "news delivery and presentation",
        "news editing"
      ],
      "nice_to_have": [
        "news story development",
        "news story research",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior animator": {
      "role_name": "senior animator",
      "total_skills": 4,
      "core_skills": [
        "research",
        "3d animation"
      ],
      "nice_to_have": [
        "compositing visuals",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior application chemist": {
      "role_name": "senior application chemist",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "quality control management",
        "technical presentation",
        "technical services management",
        "technical report writing",
        "product testing management",
        "product design and development",
        "materials qualification",
        "continuing professional development management",
        "sample management",
        "strategic service excellence management",
        "laboratory operations management",
        "training, coaching and assessment management",
        "laboratory data reporting and analysis management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior architect": {
      "role_name": "senior architect",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "business development",
        "technology application",
        "project feasibility assessment",
        "3d modelling",
        "design thinking practice",
        "people management",
        "material studies and production processes",
        "technical drawing",
        "building information modelling application",
        "procurement coordination and policy development"
      ],
      "nice_to_have": [
        "design sketching",
        "design standards and specification",
        "technical presentation",
        "site assessment and analysis",
        "project risk management",
        "solar photovoltaic systems designs",
        "dispute resolution",
        "data collection and analysis",
        "design for safety",
        "architecture design",
        "augmented reality application",
        "critical thinking",
        "technology scanning",
        "aesthetic and design sensibility",
        "design for manufacturing and assembly",
        "design for maintainability",
        "integrated digital delivery application",
        "regulatory submission and clearance",
        "cultural, heritage and socio-economic sensitivity for design",
        "placemaking and programming of spaces",
        "contract administration and management",
        "construction technology",
        "facade design",
        "green building strategy implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior architectural executive": {
      "role_name": "senior architectural executive",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "project management",
        "continuous improvement management",
        "technology application",
        "project feasibility assessment",
        "3d modelling",
        "design thinking practice",
        "people management",
        "technical presentation"
      ],
      "nice_to_have": [
        "building information modelling application",
        "technical drawing",
        "procurement coordination and policy development",
        "aesthetic and design sensibility",
        "solar photovoltaic systems designs",
        "project risk management",
        "technology scanning",
        "design for safety",
        "critical thinking",
        "augmented reality application",
        "lighting design optimisation",
        "natural ventilation design",
        "facade design",
        "placemaking and programming of spaces",
        "ethical climate",
        "design for manufacturing and assembly",
        "design for maintainability",
        "regulatory submission and clearance",
        "construction technology",
        "computational design",
        "biophilic design in built environment",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior artificial intelligence / machine learning engineer": {
      "role_name": "senior artificial intelligence / machine learning engineer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "data governance",
        "test planning",
        "business needs analysis",
        "database administration",
        "system integration",
        "data engineering",
        "data design",
        "data strategy",
        "configuration tracking",
        "intelligent reasoning",
        "pattern recognition systems",
        "problem management",
        "computer vision technology",
        "security architecture",
        "self-learning systems",
        "computational modelling",
        "cloud computing",
        "text analytics and processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant director / assistant director": {
      "role_name": "senior assistant director / assistant director",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "risk management",
        "strategy implementation",
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "quality and audit management",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "department performance management",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (automatic fare collection)": {
      "role_name": "senior assistant engineer / assistant engineer (automatic fare collection)",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "report writing"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "inventory management",
        "people development",
        "equipment maintenance and housekeeping",
        "staff performance management",
        "internet of things application",
        "automatic fare collection auxiliary systems maintenance",
        "manpower planning and deployment",
        "rail regulatory compliance",
        "automatic fare collection sales device maintenance",
        "workplace and facilities safety management",
        "automatic fare collection gate maintenance",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (engineering train)": {
      "role_name": "senior assistant engineer / assistant engineer (engineering train)",
      "total_skills": 30,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "equipment maintenance and housekeeping",
        "inventory management",
        "locomotive maintenance",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "engineering train and rolling stock operation",
        "workplace and facilities safety management",
        "wagon maintenance",
        "track tamping vehicle maintenance",
        "manpower planning and deployment",
        "heavy crane vehicle maintenance",
        "heavy lifting machinery operation",
        "internet of things application",
        "rail regulatory compliance",
        "rail grinding vehicle maintenance",
        "multi-function vehicle maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (mechanical and electrical)": {
      "role_name": "senior assistant engineer / assistant engineer (mechanical and electrical)",
      "total_skills": 31,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "robotics and automation application",
        "report writing",
        "workplace safety and health culture development",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "maintenance scheduling",
        "people development",
        "staff performance management",
        "work at heights",
        "inventory management",
        "equipment maintenance and housekeeping",
        "drainage, plumbing and sanitary systems maintenance",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "ventilation system maintenance",
        "platform screen door maintenance",
        "track access management",
        "station air-conditioning systems maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "lift systems maintenance",
        "internet of things application",
        "fire protection systems maintenance",
        "escalator and travelator maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (permanent way and civil structure)": {
      "role_name": "senior assistant engineer / assistant engineer (permanent way and civil structure)",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "robotics and automation application",
        "report writing",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "inventory management",
        "people development",
        "civil structure maintenance",
        "equipment maintenance and housekeeping",
        "staff performance management",
        "work at heights",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace and facilities safety management",
        "workplace safety and health for fire prevention and fire fighting",
        "rail track inspection",
        "track access management",
        "third rail maintenance",
        "rail track maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "internet of things application",
        "engineering train and rolling stock operation",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (power)": {
      "role_name": "senior assistant engineer / assistant engineer (power)",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "report writing",
        "asset management",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "maintenance scheduling",
        "staff performance management",
        "work at heights",
        "people development",
        "equipment maintenance and housekeeping",
        "inventory management",
        "workplace safety and health for confined spaces",
        "workplace and facilities safety management",
        "uninterruptible power supply system maintenance",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "22kv switchgear systems maintenance",
        "transformer maintenance",
        "traction power system maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "low voltage switchboard maintenance",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "battery and battery charger maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (rolling stock)": {
      "role_name": "senior assistant engineer / assistant engineer (rolling stock)",
      "total_skills": 32,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "maintenance scheduling",
        "inventory management",
        "people development",
        "equipment maintenance and housekeeping",
        "staff performance management",
        "rolling stock on-board control and communication systems maintenance",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "rolling stock propulsion systems maintenance",
        "rolling stock power systems maintenance",
        "rolling stock air-conditioning and ventilation systems maintenance",
        "rolling stock car body maintenance",
        "rolling stock brake systems maintenance",
        "rolling stock bogie maintenance",
        "rolling stock auxiliary systems maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "internet of things application",
        "heavy lifting machinery operation",
        "engineering train and rolling stock operation",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant engineer / assistant engineer (signal and communications)": {
      "role_name": "senior assistant engineer / assistant engineer (signal and communications)",
      "total_skills": 37,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management",
        "maintenance scheduling"
      ],
      "nice_to_have": [
        "equipment maintenance and housekeeping",
        "people development",
        "work at heights",
        "staff performance management",
        "inventory management",
        "network systems maintenance",
        "trainborne automatic train control equipment maintenance",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "communication backbone system maintenance",
        "workplace and facilities safety management",
        "internet of things application",
        "video surveillance system maintenance",
        "communication power system maintenance",
        "travel information system maintenance",
        "train supervisory system maintenance",
        "manpower planning and deployment",
        "trackside automatic train control equipment maintenance",
        "supervisory control and data acquisition system maintenance",
        "emergency and security communication systems maintenance",
        "signalling auxiliary devices and equipment maintenance",
        "signal interlocking systems maintenance",
        "communication auxiliary systems maintenance",
        "rail regulatory compliance",
        "radio system maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior assistant station manager / assistant station manager": {
      "role_name": "senior assistant station manager / assistant station manager",
      "total_skills": 18,
      "core_skills": [
        "innovation management",
        "service excellence",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "workplace first-aid",
        "track access management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace and facilities safety management",
        "train station operations management",
        "train fare and ticket management",
        "civil emergency management",
        "crowd management",
        "security management",
        "rail regulatory compliance",
        "rail incident management",
        "rail emergency response management",
        "passenger train operations",
        "health and fatigue risk management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior associate (operations & maintenance / specialised systems / projects)": {
      "role_name": "senior associate (operations & maintenance / specialised systems / projects)",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "engineering contract management",
        "engineering project management",
        "airfield civil infrastructure maintenance and design",
        "airfield specialised systems maintenance and design",
        "airport infrastructure and facilities maintenance and design",
        "airport operations management",
        "engineering safety and security standards",
        "engineering standards audit and assessment",
        "hazard and risk control and policy management",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior back end developer": {
      "role_name": "senior back end developer",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "system integration",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "data design",
        "problem management",
        "continuous integration and continuous deployment",
        "configuration tracking",
        "quality standards",
        "service level management",
        "cloud computing",
        "software design",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior bus captain": {
      "role_name": "senior bus captain",
      "total_skills": 13,
      "core_skills": [
        "crisis management",
        "service excellence",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "people development",
        "bus equipment and systems operation",
        "bus fare management",
        "bus regulatory compliance",
        "bus service route operations training and development",
        "bus vehicle operations",
        "health and fatigue risk management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior business analyst / senior market research analyst / senior market analyst": {
      "role_name": "senior business analyst / senior market research analyst / senior market analyst",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "data analytics",
        "business planning",
        "business opportunities development",
        "strategy planning"
      ],
      "nice_to_have": [
        "conflict management",
        "manpower planning",
        "business performance management",
        "project feasibility assessment",
        "demand analysis",
        "market profiling",
        "contract development and management",
        "organisational analysis",
        "systems thinking application",
        "capital expenditure and investment evaluation",
        "technology integration",
        "effectiveness management",
        "data mining and modelling",
        "resource management",
        "product development",
        "solutions design thinking",
        "mergers and acquisition"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior care staff": {
      "role_name": "senior care staff",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "resilience and self-care",
        "emergency response and crisis management",
        "intervention implementation",
        "professional consultation",
        "care assistance"
      ],
      "nice_to_have": [
        "support service to seniors",
        "support service to persons with disabilities",
        "support service to children and youths",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "practice supervision",
        "reflexive practice",
        "client supervision",
        "para-counselling",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior centre leader": {
      "role_name": "senior centre leader",
      "total_skills": 26,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "child development assessment",
        "team management",
        "staff continuous learning",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "operations management",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "financial administration",
        "early childhood programme planning",
        "early childhood pedagogical practice"
      ],
      "nice_to_have": [
        "early childhood curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior charterer / charterer": {
      "role_name": "senior charterer / charterer",
      "total_skills": 14,
      "core_skills": [
        "market research",
        "business negotiation",
        "financial management",
        "business planning",
        "service excellence"
      ],
      "nice_to_have": [
        "financial analysis",
        "networking",
        "business data analysis",
        "cash flow reporting",
        "technology integration",
        "cyber security",
        "proposal writing",
        "chartering",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior civil and structural engineer": {
      "role_name": "senior civil and structural engineer",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "continuous improvement management",
        "manpower planning",
        "technology application",
        "project feasibility assessment",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "design thinking practice",
        "quality system management",
        "people management",
        "workplace safety and health framework development and implementation",
        "technical writing"
      ],
      "nice_to_have": [
        "technical presentation",
        "technical inspection",
        "structural testing",
        "building information modelling application",
        "material studies and production processes",
        "design for safety",
        "dispute resolution",
        "technology scanning",
        "solar photovoltaic systems designs",
        "site assessment and analysis",
        "project risk management",
        "critical thinking",
        "project cost",
        "data collection and analysis",
        "engineering contract management",
        "cultural, heritage and socio-economic sensitivity for design",
        "construction technology",
        "regulatory submission and clearance",
        "design for maintainability",
        "computational design",
        "green building strategy implementation",
        "geotechnical engineering management",
        "ethical climate",
        "design for manufacturing and assembly",
        "civil and structural engineering management",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior community care associate": {
      "role_name": "senior community care associate",
      "total_skills": 19,
      "core_skills": [
        "resilience and self-care",
        "emergency response and crisis management",
        "intervention implementation",
        "care assistance",
        "mobility and ambulation assistance in nursing",
        "support service to seniors",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care",
        "patient care delivery in nursing",
        "inventory control and equipment maintenance in rehabilitation care",
        "medication management in nursing"
      ],
      "nice_to_have": [
        "client assessment in therapy support",
        "infection prevention and control in nursing practice",
        "group therapy planning and implementation",
        "feeding management in community care",
        "excellence in service",
        "effective communication in nursing",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior cook / station chef": {
      "role_name": "senior cook / station chef",
      "total_skills": 33,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "asian cold dish and dessert preparation",
        "seafood storage and fabrication",
        "malay dry-heat dish preparation and cooking",
        "malay moist-heat dish preparation and cooking",
        "meat storage and fabrication",
        "productivity optimisation for food and beverages operations",
        "specialty cuisine preparation and cooking",
        "indian moist-heat dish preparation and cooking",
        "system and work process improvement",
        "technology application and implementation",
        "western cold dish preparation",
        "western dry-heat dish preparation and cooking",
        "western moist-heat dish preparation and cooking",
        "legislative and regulatory compliance",
        "halal certification compliance for food and beverages operations"
      ],
      "nice_to_have": [
        "indian dry-heat dish preparation and cooking",
        "asian cuisine preparation and cooking",
        "food waste disposal and reduction",
        "food science application",
        "food and beverage recipe formulation",
        "food and beverage quality audit and compliance",
        "food and beverage production management",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "customer data analysis",
        "cost control and management",
        "chinese moist-heat dish preparation and cooking",
        "chinese dry-heat dish preparation and cooking",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior counsellor": {
      "role_name": "senior counsellor",
      "total_skills": 26,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation",
        "advocacy and representation"
      ],
      "nice_to_have": [
        "technology application in counselling",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "group work intervention",
        "case and care planning",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "clinical supervision",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior credit analyst / credit analyst": {
      "role_name": "senior credit analyst / credit analyst",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "business planning"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "conflict management",
        "business performance management",
        "credit risk management",
        "systems thinking application",
        "data mining and modelling",
        "effectiveness management",
        "technology integration",
        "credit assessment",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior customer service officer / customer service specialist": {
      "role_name": "senior customer service officer / customer service specialist",
      "total_skills": 13,
      "core_skills": [
        "market research",
        "financial management",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "public relations management",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "logistics solutions marketing",
        "logistics solutions sales",
        "pricing for cargo services and operations",
        "pricing for transportation services and operations",
        "pricing for warehouse services and operations",
        "strategic service excellence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior customer services officer (call centre) / senior customer service officer (reservations & ticketing) / senior passenger relations officer": {
      "role_name": "senior customer services officer (call centre) / senior customer service officer (reservations & ticketing) / senior passenger relations officer",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "market research",
        "learning and development",
        "technology application",
        "customer relationship management",
        "airline marketing",
        "airline operations management",
        "airport operations management",
        "call centre management",
        "customer and passenger handling and care",
        "customer service delivery",
        "human factors management",
        "service branding and coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior data engineer": {
      "role_name": "senior data engineer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "learning and development",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "emerging technology synthesis",
        "data governance",
        "strategy implementation",
        "business needs analysis",
        "database administration",
        "people and performance management",
        "system integration",
        "data strategy",
        "data migration",
        "data ethics",
        "data engineering",
        "quality standards",
        "security architecture",
        "data design",
        "configuration tracking",
        "computational modelling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior depot officer / senior depot assistant / depot officer / depot assistant": {
      "role_name": "senior depot officer / senior depot assistant / depot officer / depot assistant",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "vendor management",
        "report writing"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "workplace first-aid",
        "bus depot operations",
        "bus garaging",
        "bus regulatory compliance",
        "bus vehicle operations",
        "health and fatigue risk management",
        "security management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior depot supervisor / depot supervisor": {
      "role_name": "senior depot supervisor / depot supervisor",
      "total_skills": 17,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "vendor management",
        "report writing",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "staff performance management",
        "people development",
        "workplace first-aid",
        "workplace safety and health for incident and accident investigation",
        "workplace safety and health for fire prevention and fire fighting",
        "bus depot operations",
        "security management",
        "bus garaging",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "bus regulatory compliance",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior design engineer": {
      "role_name": "senior design engineer",
      "total_skills": 81,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "project management",
        "market research",
        "emergency response management",
        "robotics and automation application",
        "business continuity planning",
        "business opportunities development",
        "crisis management",
        "knowledge management",
        "business performance management",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "systems integration",
        "business presentation delivery",
        "quality system management",
        "intellectual property management",
        "big data analytics",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "lean manufacturing",
        "programme management",
        "carbon footprint management",
        "financial planning",
        "marine equipment material selection",
        "augmented reality application",
        "naval architecture calculations",
        "operational risk management",
        "quality systems management",
        "staff performance management",
        "interface management",
        "marine design customisation",
        "control system programming",
        "heating, ventilation and air conditioning system design",
        "cooling system design",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "propeller principles application",
        "propulsion principles application",
        "propulsion system design",
        "pump and piping design",
        "electrical drawing",
        "digital techniques application",
        "safety system design",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "structural and arrangement drawing",
        "system architecture design",
        "system configuration management",
        "computer-aided design application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "composite structures design and maintenance",
        "communication and navigation system design",
        "power generation system design",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "fuel and lubrication system design",
        "human factors application and error management",
        "aerodynamics principles application",
        "instrumentation and control system design",
        "heat transfer system design",
        "green ship design",
        "internet of things implementation",
        "ballast system design",
        "gas turbine engine principles application",
        "marine engineering calculations",
        "pipeline drawing",
        "equipment drawing",
        "aviation legislation compliance",
        "mathematical concepts application",
        "engineering product design facilitation",
        "non-metallic materials manufacturing",
        "engineering problem solving",
        "organisational performance management",
        "physics concepts application",
        "cargo system design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior director / director": {
      "role_name": "senior director / director",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care"
      ],
      "nice_to_have": [
        "emergency response and crisis management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "reflexive practice",
        "social policy development",
        "social policy evaluation",
        "social policy formulation",
        "social policy implementation",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior discipline engineer": {
      "role_name": "senior discipline engineer",
      "total_skills": 37,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application",
        "engineering safety standards interpretation",
        "environmental management system framework development and implementation",
        "data analytics system design",
        "technical presentation"
      ],
      "nice_to_have": [
        "commissioning and start-up management",
        "third party management",
        "procurement management",
        "reliability engineering management",
        "instrumentation and control design engineering management",
        "inspection engineering management",
        "technical report writing",
        "engineering project management",
        "engineering management of change",
        "electrical engineering management",
        "engineering support management",
        "training, coaching and assessment management",
        "process safety management framework development and implementation",
        "asset integrity management",
        "plant turnaround management",
        "mechanical static equipment engineering management",
        "mechanical rotating equipment engineering management",
        "major hazard installation safety case management",
        "maintenance integrity and reliability framework development and implementation",
        "incident investigation management",
        "front-end engineering design management",
        "equipment and system value engineering management",
        "engineering, procurement and construction management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior early intervention educator": {
      "role_name": "senior early intervention educator",
      "total_skills": 22,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child functional needs assessment",
        "child observation",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "interaction and relationship",
        "individualised intervention planning and implementation",
        "health, hygiene and nutrition for children",
        "early intervention principles and practices"
      ],
      "nice_to_have": [
        "early intervention curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior early intervention teacher": {
      "role_name": "senior early intervention teacher",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "research design",
        "emergency response and crisis management",
        "professional consultation",
        "research data analysis"
      ],
      "nice_to_have": [
        "research findings communication",
        "research into professional practice translation",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior early years educators": {
      "role_name": "senior early years educators",
      "total_skills": 23,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "family and caregiver engagement",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child development assessment",
        "early childhood pedagogical practice",
        "early childhood curriculum design"
      ],
      "nice_to_have": [
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior economist": {
      "role_name": "senior economist",
      "total_skills": 13,
      "core_skills": [
        "strategy planning",
        "business environment analysis",
        "benchmarking",
        "business needs analysis",
        "data collection and analysis"
      ],
      "nice_to_have": [
        "ethical culture",
        "policy implementation and revision",
        "research and information synthesis",
        "valuation",
        "data analytics and computational modelling",
        "market research and analysis",
        "scenario planning and analysis",
        "technical analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engine programmer (tools programming)": {
      "role_name": "senior engine programmer (tools programming)",
      "total_skills": 9,
      "core_skills": [
        "audio programming",
        "game analytics",
        "game artificial intelligence development",
        "game engine development",
        "game networking",
        "game physics development"
      ],
      "nice_to_have": [
        "game porting",
        "game testing automation",
        "tools development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer": {
      "role_name": "senior engineer",
      "total_skills": 46,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "internet of things management",
        "user experience design",
        "organisational analysis",
        "networking",
        "additive manufacturing",
        "user interface design",
        "quality system management",
        "workplace safety and health system management",
        "data synthesis",
        "embedded systems integration",
        "data analytics system design",
        "equipment maintenance",
        "vision leadership",
        "laser and optics application",
        "lean manufacturing"
      ],
      "nice_to_have": [
        "machining",
        "manufacturing process management",
        "automation process control",
        "continuous process improvement",
        "cyber risk management",
        "value analysis",
        "surface preparation and protection",
        "research and development",
        "precision measurement",
        "new product introduction",
        "automated system design",
        "material joining",
        "failure analysis",
        "metallic material characterisation",
        "welding",
        "virtual reality application",
        "heat treatment process",
        "manufacturing technology",
        "automation systems maintenance",
        "engineering product design",
        "metrology management",
        "cleanliness and contamination control",
        "quality process control",
        "metal-based additive manufacturing",
        "production line set-up",
        "polymeric material characterisation",
        "polymeric additive manufacturing",
        "metal forming"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer (engineering design)": {
      "role_name": "senior engineer (engineering design)",
      "total_skills": 39,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "3d modelling",
        "environmental management system framework development and implementation",
        "test planning"
      ],
      "nice_to_have": [
        "quality system management",
        "workplace safety and health framework development and implementation",
        "engineering safety standards interpretation",
        "business presentation delivery",
        "organisational resource management",
        "building information modelling application",
        "technical writing",
        "technical inspection",
        "staff management",
        "programme management",
        "artificial intelligence application",
        "design for safety",
        "project risk management",
        "cost management",
        "reliability engineering management",
        "electrical engineering management",
        "engineering drawing and design specifications",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "mechanical engineering management",
        "organisational risk management",
        "front-end engineering and design",
        "civil and structural engineering management",
        "sustainable engineering",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer (engineering procurement)": {
      "role_name": "senior engineer (engineering procurement)",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "contract development and management",
        "environmental management system framework development and implementation",
        "business presentation delivery",
        "quality system management",
        "technical writing",
        "procurement performance monitoring",
        "staff management",
        "programme management",
        "third party management",
        "procurement coordination and policy development",
        "organisational resource management",
        "building information modelling application",
        "project risk management",
        "inventory management",
        "cost management",
        "organisational risk management",
        "sustainable engineering",
        "materials inspection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / assistant manager (commissioning)": {
      "role_name": "senior engineer / assistant manager (commissioning)",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "engineering safety standards interpretation",
        "business presentation delivery",
        "staff management",
        "third party management",
        "building information modelling application",
        "technical writing",
        "technical inspection",
        "structural testing",
        "organisational resource management",
        "commissioning and start-up management",
        "programme management",
        "equipment and systems testing",
        "project risk management",
        "cost management",
        "design for safety",
        "electrical engineering management",
        "hazards and risk identification and management",
        "instrumentation and control design engineering management",
        "organisational risk management",
        "mechanical engineering management",
        "sustainable engineering",
        "civil and structural engineering management",
        "geotechnical engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / assistant manager (engineering construction)": {
      "role_name": "senior engineer / assistant manager (engineering construction)",
      "total_skills": 44,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "systems integration",
        "robotic and automation technology application",
        "quality system management",
        "3d modelling",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "engineering safety standards interpretation",
        "programme management",
        "building information modelling application",
        "third party management",
        "technical writing",
        "technical inspection",
        "structural testing",
        "conflict resolution",
        "staff management",
        "equipment and systems testing",
        "organisational resource management",
        "artificial intelligence application",
        "installation and assembly",
        "design for safety",
        "cost management",
        "electrical engineering management",
        "inventory management",
        "instrumentation and control design engineering management",
        "hazards and risk identification and management",
        "project risk management",
        "organisational risk management",
        "geotechnical engineering management",
        "mechanical engineering management",
        "sustainable engineering",
        "civil and structural engineering management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / assistant manager (operations and maintenance)": {
      "role_name": "senior engineer / assistant manager (operations and maintenance)",
      "total_skills": 46,
      "core_skills": [
        "stakeholder management",
        "change management",
        "emergency response management",
        "budgeting",
        "learning and development",
        "continuous improvement management",
        "internet of things management",
        "manpower planning",
        "business performance management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "asset management",
        "quality system management",
        "robotic and automation technology application",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "structural testing",
        "staff management",
        "technical inspection",
        "programme management",
        "technical writing",
        "third party management",
        "organisational resource management",
        "artificial intelligence application",
        "maintenance scheduling",
        "building information modelling application",
        "equipment and systems testing",
        "facility maintenance",
        "equipment maintenance and housekeeping",
        "cost management",
        "electrical engineering management",
        "equipment and systems repair",
        "inventory management",
        "hazards and risk identification and management",
        "project risk management",
        "instrumentation and control design engineering management",
        "preventive maintenance",
        "mechanical engineering management",
        "geotechnical engineering management",
        "sustainable engineering",
        "civil and structural engineering management",
        "organisational risk management",
        "maintenance strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer": {
      "role_name": "senior engineer / engineer",
      "total_skills": 23,
      "core_skills": [
        "business negotiation",
        "business continuity management",
        "financial management",
        "budgeting",
        "learning and development",
        "crisis management",
        "manpower planning",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "networking",
        "systems integration",
        "cash flow reporting",
        "architecture design",
        "resource management",
        "risk control and response planning",
        "interface management",
        "organisational strategy and policy realisation",
        "cyber security",
        "work at heights",
        "port equipment maintenance",
        "innovation",
        "system configuration management",
        "condition-based monitoring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (automatic fare collection)": {
      "role_name": "senior engineer / engineer (automatic fare collection)",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "workplace safety and health culture development",
        "report writing",
        "asset management",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "inventory management",
        "people development",
        "equipment maintenance and housekeeping",
        "staff performance management",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "manpower planning and deployment",
        "systems engineering thinking",
        "rail regulatory compliance",
        "automatic fare collection auxiliary systems maintenance",
        "internet of things application",
        "automatic fare collection sales device maintenance",
        "automatic fare collection gate maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (engineering train)": {
      "role_name": "senior engineer / engineer (engineering train)",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "technology application"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "asset management",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "people development",
        "inventory management",
        "staff performance management",
        "equipment maintenance and housekeeping",
        "track tamping vehicle maintenance",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "workplace and facilities safety management",
        "wagon maintenance",
        "systems engineering thinking",
        "heavy crane vehicle maintenance",
        "manpower planning and deployment",
        "heavy lifting machinery operation",
        "internet of things application",
        "rail regulatory compliance",
        "rail grinding vehicle maintenance",
        "locomotive maintenance",
        "multi-function vehicle maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (mechanical and electrical)": {
      "role_name": "senior engineer / engineer (mechanical and electrical)",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "technology application"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "asset management",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "drainage, plumbing and sanitary systems maintenance",
        "people development",
        "inventory management",
        "staff performance management",
        "work at heights",
        "equipment maintenance and housekeeping",
        "lift systems maintenance",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "workplace and facilities safety management",
        "ventilation system maintenance",
        "station air-conditioning systems maintenance",
        "systems engineering thinking",
        "escalator and travelator maintenance",
        "fire protection systems maintenance",
        "internet of things application",
        "rail regulatory compliance",
        "platform screen door maintenance",
        "manpower planning and deployment",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (permanent way and civil structure)": {
      "role_name": "senior engineer / engineer (permanent way and civil structure)",
      "total_skills": 33,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "vendor management"
      ],
      "nice_to_have": [
        "asset management",
        "robotics and automation application",
        "report writing",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "work at heights",
        "people development",
        "inventory management",
        "equipment maintenance and housekeeping",
        "civil structure maintenance",
        "workplace safety and health for confined spaces",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "rail track inspection",
        "third rail maintenance",
        "systems engineering thinking",
        "rail track maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "internet of things application",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (power)": {
      "role_name": "senior engineer / engineer (power)",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management"
      ],
      "nice_to_have": [
        "technology application",
        "report writing",
        "workplace safety and health culture development",
        "asset management",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "equipment maintenance and housekeeping",
        "inventory management",
        "staff performance management",
        "people development",
        "work at heights",
        "workplace safety and health for confined spaces",
        "workplace and facilities safety management",
        "transformer maintenance",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "uninterruptible power supply system maintenance",
        "22kv switchgear systems maintenance",
        "traction power system maintenance",
        "systems engineering thinking",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "low voltage switchboard maintenance",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "battery and battery charger maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (rolling stock)": {
      "role_name": "senior engineer / engineer (rolling stock)",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "vendor management"
      ],
      "nice_to_have": [
        "asset management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "staff performance management",
        "people development",
        "inventory management",
        "equipment maintenance and housekeeping",
        "rolling stock propulsion systems maintenance",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "systems engineering thinking",
        "workplace safety and health for confined spaces",
        "rolling stock air-conditioning and ventilation systems maintenance",
        "rolling stock power systems maintenance",
        "rolling stock on-board control and communication systems maintenance",
        "rolling stock car body maintenance",
        "rolling stock brake systems maintenance",
        "rolling stock bogie maintenance",
        "rolling stock auxiliary systems maintenance",
        "rail regulatory compliance",
        "manpower planning and deployment",
        "internet of things application",
        "heavy lifting machinery operation",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineer / engineer (signal and communications)": {
      "role_name": "senior engineer / engineer (signal and communications)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "technology application",
        "asset management"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "inventory management",
        "work at heights",
        "staff performance management",
        "equipment maintenance and housekeeping",
        "people development",
        "communication auxiliary systems maintenance",
        "workplace and facilities safety management",
        "train supervisory system maintenance",
        "workplace safety and health for confined spaces",
        "video surveillance system maintenance",
        "communication backbone system maintenance",
        "workplace safety and health for electrical safety",
        "travel information system maintenance",
        "workplace safety and health for fire prevention and fire fighting",
        "trainborne automatic train control equipment maintenance",
        "systems engineering thinking",
        "trackside automatic train control equipment maintenance",
        "communication power system maintenance",
        "supervisory control and data acquisition system maintenance",
        "signalling auxiliary devices and equipment maintenance",
        "signal interlocking systems maintenance",
        "emergency and security communication systems maintenance",
        "rail regulatory compliance",
        "radio system maintenance",
        "internet of things application",
        "network systems maintenance",
        "manpower planning and deployment",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineering service engineer / senior technical service engineer (aircraft engine / component maintenance)": {
      "role_name": "senior engineering service engineer / senior technical service engineer (aircraft engine / component maintenance)",
      "total_skills": 51,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "quality system management",
        "condition-based assets monitoring management",
        "carbon footprint management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "artificial intelligence application",
        "automated system design",
        "augmented reality application",
        "maintenance coordination",
        "big data analytics",
        "propulsion principles application",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "sealants process",
        "physics concepts application",
        "predictive maintenance",
        "piston engine principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "propeller principles application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace heat treatment process",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "aerospace maintenance practices application",
        "gas turbine engine principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior engineering service engineer / senior technical service engineer (aircraft maintenance)": {
      "role_name": "senior engineering service engineer / senior technical service engineer (aircraft maintenance)",
      "total_skills": 51,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "quality system management",
        "condition-based assets monitoring management",
        "carbon footprint management",
        "lean manufacturing",
        "continuous process improvement",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "maintenance coordination",
        "big data analytics",
        "automated system design",
        "augmented reality application",
        "predictive maintenance",
        "welding process",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "propulsion principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "sealants process",
        "physics concepts application",
        "propeller principles application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace maintenance practices application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior enrolled nurse": {
      "role_name": "senior enrolled nurse",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing research and statistics",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care"
      ],
      "nice_to_have": [
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing",
        "nursing care for the deceased",
        "nursing productivity and innovation",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior equipment engineer": {
      "role_name": "senior equipment engineer",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "conflict management",
        "internet of things management",
        "enterprise risk management",
        "organisational analysis"
      ],
      "nice_to_have": [
        "audit management",
        "workplace safety and health system management",
        "effectiveness management",
        "data analytics system design",
        "continuous process improvement",
        "organisational strategising",
        "equipment maintenance",
        "automated system design",
        "failure analysis",
        "quality systems management",
        "factory system management",
        "crisis situations management",
        "operation management",
        "automation system maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior equipment specialist": {
      "role_name": "senior equipment specialist",
      "total_skills": 16,
      "core_skills": [
        "technology integration",
        "cyber security",
        "work at heights",
        "bulk cargo operations",
        "cargo loading and unloading",
        "confined space work",
        "container operations",
        "documentation and administration",
        "innovation",
        "mobile equipment - heavy duty prime mover and trailer operations"
      ],
      "nice_to_have": [
        "port call planning",
        "quality systems",
        "rigging and signalling",
        "ship operations",
        "single stack medium forklift operations",
        "workplace safety and health for crane operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior executive (project financing)": {
      "role_name": "senior executive (project financing)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "financial management",
        "learning and development",
        "continuous improvement management",
        "manpower planning",
        "data and statistical analytics",
        "business performance management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "technology application",
        "financial analysis",
        "contract development and management",
        "capital expenditure and investment evaluation",
        "business presentation delivery",
        "financial modelling",
        "business proposal writing",
        "technical writing",
        "programme management",
        "staff management",
        "organisational resource management",
        "valuation conclusion and reporting",
        "valuation approaches and methodologies",
        "capital raising",
        "project risk management",
        "cost management",
        "valuation research and analysis",
        "organisational risk management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior executive - product management": {
      "role_name": "senior executive - product management",
      "total_skills": 14,
      "core_skills": [
        "project management",
        "business negotiation",
        "customer experience management",
        "customer behaviour analysis",
        "project feasibility assessment",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "user experience design",
        "pricing strategy",
        "product management",
        "user interface design",
        "data visualisation",
        "research",
        "business insights",
        "concept creation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior facilities engineer": {
      "role_name": "senior facilities engineer",
      "total_skills": 19,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "conflict management",
        "internet of things management",
        "enterprise risk management"
      ],
      "nice_to_have": [
        "organisational analysis",
        "audit management",
        "workplace safety and health system management",
        "effectiveness management",
        "data analytics system design",
        "continuous process improvement",
        "organisational strategising",
        "failure analysis",
        "quality systems management",
        "facilities maintenance",
        "crisis situations management",
        "operation management",
        "factory system management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior facilities manager": {
      "role_name": "senior facilities manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "manpower planning",
        "business performance management",
        "technology application",
        "project feasibility assessment",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "robotic and automation technology application",
        "quality system management",
        "people management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "design thinking practice",
        "maintenance scheduling",
        "building information modelling application",
        "technical writing",
        "procurement coordination and policy development",
        "technical presentation",
        "technical inspection",
        "project risk management",
        "value engineering",
        "technology scanning",
        "security surveillance management",
        "data collection and analysis",
        "design for safety",
        "project cost",
        "inventory management",
        "indoor environmental quality improvement",
        "contract administration and management",
        "design for maintainability",
        "smart facilities management",
        "construction technology",
        "facilities shut-down and re-start",
        "life cycle costing and analysis",
        "integrated digital delivery application",
        "building management system implementation and control",
        "green facilities management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior front end developer": {
      "role_name": "senior front end developer",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "user interface design",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "problem management",
        "data design",
        "continuous integration and continuous deployment",
        "quality standards",
        "service level management",
        "configuration tracking",
        "software design",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior full stack developer": {
      "role_name": "senior full stack developer",
      "total_skills": 27,
      "core_skills": [
        "change management",
        "project management",
        "performance management",
        "business environment analysis",
        "emerging technology synthesis",
        "user interface design",
        "test planning",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "business needs analysis",
        "business requirements mapping",
        "system integration",
        "software testing",
        "software configuration",
        "database administration",
        "applications integration",
        "applications development",
        "problem management",
        "data design",
        "continuous integration and continuous deployment",
        "quality standards",
        "service level management",
        "configuration tracking",
        "software design",
        "cloud computing",
        "applications support and enhancement",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior game designer": {
      "role_name": "senior game designer",
      "total_skills": 9,
      "core_skills": [
        "project management",
        "user experience design"
      ],
      "nice_to_have": [
        "user interface design",
        "narrative design",
        "research",
        "game concept design",
        "game technical design",
        "gameplay design",
        "level design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior game programmer": {
      "role_name": "senior game programmer",
      "total_skills": 9,
      "core_skills": [
        "audio programming",
        "game artificial intelligence development",
        "game engine development",
        "game level development",
        "game physics development",
        "game porting"
      ],
      "nice_to_have": [
        "game user interface development",
        "gameplay development",
        "tools development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior game sound designer": {
      "role_name": "senior game sound designer",
      "total_skills": 7,
      "core_skills": [
        "sound recording operations",
        "audio programming",
        "game sound integration",
        "sound design and creation"
      ],
      "nice_to_have": [
        "sound editing",
        "sound mixing",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ground services officer": {
      "role_name": "senior ground services officer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "customer service delivery",
        "flight disruptions and irregular operations management",
        "aircraft turnaround coordination",
        "human factors management",
        "behavioural analysis and predictive screening",
        "internet of things application",
        "airport operations management",
        "airline representation and station management",
        "service branding and coaching",
        "service level agreement management",
        "airline operations management",
        "ground services training delivery"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior healthcare assistant / basic care assistant / nursing aide": {
      "role_name": "senior healthcare assistant / basic care assistant / nursing aide",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "emergency care management in nursing",
        "infection prevention and control in nursing practice"
      ],
      "nice_to_have": [
        "inter-professional collaboration",
        "medication management in nursing",
        "mobility and ambulation assistance in nursing",
        "effective communication in nursing",
        "nutrition and fluids management in nursing",
        "patient care delivery in nursing",
        "patient empowerment on self-care",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "respiratory care in nursing",
        "service quality management",
        "nursing care for the deceased"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior hse specialist": {
      "role_name": "senior hse specialist",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "emergency response management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "crisis management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "robotic and automation technology application",
        "third party management",
        "audit and review management",
        "safe system of work development and implementation",
        "training, coaching and assessment management",
        "incident investigation management",
        "major hazard installation safety case management",
        "emergency response and crisis management development and implementation",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior infant educator": {
      "role_name": "senior infant educator",
      "total_skills": 23,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "family and caregiver engagement",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child development assessment",
        "early childhood pedagogical practice",
        "early childhood curriculum design"
      ],
      "nice_to_have": [
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior integration engineer": {
      "role_name": "senior integration engineer",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "conflict management",
        "internet of things management",
        "enterprise risk management",
        "organisational analysis",
        "audit management"
      ],
      "nice_to_have": [
        "data synthesis",
        "workplace safety and health system management",
        "effectiveness management",
        "data analytics system design",
        "manufacturing process management",
        "continuous process improvement",
        "organisational strategising",
        "failure analysis",
        "new product introduction",
        "quality systems management",
        "defect density monitoring",
        "factory system management",
        "crisis situations management",
        "operation management",
        "parametric testing",
        "process integration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior interchange officer / senior interchange assistant / interchange officer / interchange assistant": {
      "role_name": "senior interchange officer / senior interchange assistant / interchange officer / interchange assistant",
      "total_skills": 15,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "service excellence",
        "report writing"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "workplace first-aid",
        "bus interchange operations",
        "bus regulatory compliance",
        "bus vehicle operations",
        "crowd management",
        "health and fatigue risk management",
        "security management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior interchange supervisor / interchange supervisor": {
      "role_name": "senior interchange supervisor / interchange supervisor",
      "total_skills": 18,
      "core_skills": [
        "continuous improvement management",
        "crisis management",
        "service excellence",
        "vendor management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "report writing",
        "people development",
        "workplace first-aid",
        "staff performance management",
        "bus interchange operations",
        "workplace safety and health for incident and accident investigation",
        "workplace safety and health for fire prevention and fire fighting",
        "security management",
        "bus regulatory compliance",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "crowd management",
        "workplace traffic safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior internal auditor / internal auditor": {
      "role_name": "senior internal auditor / internal auditor",
      "total_skills": 20,
      "core_skills": [
        "data analytics",
        "risk management",
        "enterprise risk management",
        "internal controls",
        "fraud risk management",
        "project execution and control",
        "cyber security"
      ],
      "nice_to_have": [
        "business acumen",
        "internal audit engagement execution",
        "professional standards",
        "professional and business ethics",
        "internal audit engagement planning",
        "auditor independence",
        "information gathering and analysis",
        "infocomm security and data privacy",
        "financial statements analysis",
        "due professional care",
        "business process analysis",
        "business innovation and improvement",
        "governance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ip consultant / senior ip commercialisation manager / ip consultant / ip commercialisation manager": {
      "role_name": "senior ip consultant / senior ip commercialisation manager / ip consultant / ip commercialisation manager",
      "total_skills": 30,
      "core_skills": [
        "innovation management",
        "change management",
        "market research",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business opportunities development"
      ],
      "nice_to_have": [
        "business environment analysis",
        "networking",
        "business data analysis",
        "business risk management",
        "business presentation delivery",
        "data visualisation",
        "organisational strategy and policy realisation",
        "project risk management",
        "people change management",
        "people and performance management",
        "manpower forecasting",
        "market entry strategy formulation",
        "technology incubation",
        "technology assessment",
        "intellectual property licencing",
        "intellectual property monetisation",
        "intellectual property intelligence",
        "intellectual property in research and development",
        "intellectual property commercialisation and exploitation",
        "intellectual property audit and due diligence",
        "contracts and agreements",
        "technology transfer"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ip legal associate / ip legal associate": {
      "role_name": "senior ip legal associate / ip legal associate",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "business negotiation",
        "learning and development",
        "business opportunities development"
      ],
      "nice_to_have": [
        "budgeting",
        "networking",
        "business data analysis",
        "people change management",
        "people and performance management",
        "organisational strategy and policy realisation",
        "registered design application",
        "trade mark application",
        "manpower forecasting",
        "intellectual property audit and due diligence",
        "copyright application",
        "contracts and agreements",
        "intellectual property enforcement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ip manager / ip manager": {
      "role_name": "senior ip manager / ip manager",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "vendor management"
      ],
      "nice_to_have": [
        "networking",
        "business data analysis",
        "data visualisation",
        "people change management",
        "people and performance management",
        "organisational strategy and policy realisation",
        "manpower forecasting",
        "intellectual property strategy",
        "copyright application",
        "intellectual property audit and due diligence",
        "intellectual property management processes",
        "intellectual property intelligence",
        "patent practice",
        "intellectual property in business",
        "intellectual property enforcement",
        "contracts and agreements",
        "registered design application",
        "trade mark application",
        "intellectual property portfolio management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ip paralegal / ip management associate": {
      "role_name": "senior ip paralegal / ip management associate",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting"
      ],
      "nice_to_have": [
        "learning and development",
        "vendor management",
        "networking",
        "business data analysis",
        "data visualisation",
        "people change management",
        "people and performance management",
        "organisational strategy and policy realisation",
        "patent practice",
        "trade mark application",
        "registered design application",
        "contracts and agreements",
        "intellectual property audit and due diligence",
        "intellectual property enforcement",
        "intellectual property portfolio management",
        "intellectual property intelligence",
        "intellectual property in research and development",
        "intellectual property in business",
        "intellectual property management processes"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior laboratory chemist": {
      "role_name": "senior laboratory chemist",
      "total_skills": 23,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "quality control management",
        "analytical method validation",
        "technical presentation",
        "procurement management",
        "yield analysis",
        "product testing management",
        "technical report writing",
        "non-conformance management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "sample management",
        "incident investigation management",
        "training, coaching and assessment management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior laboratory technician / technologist": {
      "role_name": "senior laboratory technician / technologist",
      "total_skills": 22,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "quality control management"
      ],
      "nice_to_have": [
        "analytical method validation",
        "staff management",
        "procurement management",
        "technical services management",
        "technical report writing",
        "product testing management",
        "materials qualification",
        "non-conformance management",
        "sample management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "training, coaching and assessment management",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior lead early intervention educator": {
      "role_name": "senior lead early intervention educator",
      "total_skills": 23,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child functional needs assessment",
        "interaction and relationship",
        "staff continuous learning",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "individualised intervention planning and implementation",
        "child observation",
        "health, hygiene and nutrition for children",
        "early intervention principles and practices"
      ],
      "nice_to_have": [
        "early intervention curriculum design",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "visioning and strategic planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior lead early intervention teacher": {
      "role_name": "senior lead early intervention teacher",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "research design",
        "emergency response and crisis management",
        "professional consultation",
        "research data analysis"
      ],
      "nice_to_have": [
        "research findings communication",
        "research into professional practice translation",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior lead learning support educator": {
      "role_name": "senior lead learning support educator",
      "total_skills": 21,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child observation",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "learning support session planning and implementation",
        "interaction and relationship",
        "child safety and protection",
        "health, hygiene and nutrition for children"
      ],
      "nice_to_have": [
        "early intervention principles and practices",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child screening and assessment",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior learning support educator": {
      "role_name": "senior learning support educator",
      "total_skills": 22,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "child observation",
        "child safety and protection",
        "staff communication and engagement",
        "social service (early intervention) programme development and implementation",
        "situation management with families and community",
        "reflective practice for educators",
        "professional advice and engagement",
        "practitioner inquiry",
        "learning support session planning and implementation",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "family and caregiver engagement"
      ],
      "nice_to_have": [
        "early intervention principles and practices",
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child screening and assessment",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior level designer": {
      "role_name": "senior level designer",
      "total_skills": 6,
      "core_skills": [
        "project management"
      ],
      "nice_to_have": [
        "narrative design",
        "research",
        "game concept design",
        "gameplay design",
        "level design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior machinist / senior technician": {
      "role_name": "senior machinist / senior technician",
      "total_skills": 33,
      "core_skills": [
        "emergency response management",
        "internet of things management",
        "data synthesis",
        "quality system management",
        "additive manufacturing",
        "machining",
        "laser and optics application",
        "automated operation monitoring",
        "continuous process improvement",
        "embedded systems integration",
        "manufacturing process management",
        "equipment maintenance",
        "lean manufacturing",
        "non-destructive testing",
        "material joining"
      ],
      "nice_to_have": [
        "surface preparation and protection",
        "precision measurement",
        "augmented reality application",
        "product and machine assembly",
        "geometric dimensioning and tolerancing",
        "automated system design",
        "cutting",
        "computer-aided manufacturing",
        "welding",
        "production line set-up",
        "virtual reality application",
        "cleanliness and contamination control",
        "pneumatic systems management",
        "plastic injection moulding",
        "computer-aided design",
        "hydraulic systems management",
        "automation systems maintenance",
        "workplace safety and health practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior maintenance technician": {
      "role_name": "senior maintenance technician",
      "total_skills": 28,
      "core_skills": [
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application"
      ],
      "nice_to_have": [
        "third party management",
        "procurement management",
        "staff management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "mechanical field maintenance management",
        "technical report writing",
        "inspection engineering management",
        "electrical field maintenance management",
        "training, coaching and assessment management",
        "asset integrity management",
        "plant turnaround management",
        "robotic and automation system maintenance",
        "process analyser maintenance management",
        "maintenance planning and scheduling",
        "instrumentation and control system maintenance management",
        "instrumentation and control field maintenance management",
        "incident investigation management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior manager": {
      "role_name": "senior manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "manpower planning",
        "strategy planning",
        "conflict management"
      ],
      "nice_to_have": [
        "corporate governance",
        "risk management",
        "people management",
        "strategy implementation",
        "workplace safety and health",
        "resilience and self-care",
        "emergency response and crisis management",
        "ethics, values and legislation",
        "quality and audit management",
        "social sector policy influence",
        "diversity awareness and management",
        "department performance management",
        "collaborative practices across disciplines and sectors",
        "technology application in counselling",
        "trends evaluation and application",
        "advocacy and representation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior manager / manager": {
      "role_name": "senior manager / manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management",
        "corporate governance",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "risk management",
        "strategy implementation",
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "quality and audit management",
        "ethics, values and legislation",
        "social sector policy influence",
        "diversity awareness and management",
        "department performance management",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior manufacturing engineer / senior production engineer (assembly)": {
      "role_name": "senior manufacturing engineer / senior production engineer (assembly)",
      "total_skills": 53,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "carbon footprint management",
        "continuous process improvement",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "manufacturing process management",
        "lean manufacturing",
        "automation process control",
        "product and machine assembly",
        "metallic material characterisation",
        "big data analytics",
        "material joining",
        "augmented reality application",
        "automated system design",
        "product lifecycle management",
        "propulsion principles application",
        "production line set-up",
        "propeller principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "sealants process",
        "surface preparation and protection for aerospace manufacturing",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "piston engine principles application",
        "mathematical concepts application",
        "physics concepts application",
        "new engine build process application",
        "aviation legislation compliance",
        "jigs and fixtures design",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior manufacturing engineer / senior production engineer (manufacturing)": {
      "role_name": "senior manufacturing engineer / senior production engineer (manufacturing)",
      "total_skills": 61,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "additive manufacturing",
        "quality system management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "carbon footprint management"
      ],
      "nice_to_have": [
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "manufacturing process management",
        "lean manufacturing",
        "laser and optics application",
        "automation process control",
        "machining",
        "continuous process improvement",
        "metallic material characterisation",
        "automated system design",
        "augmented reality application",
        "material joining",
        "computer-aided manufacturing",
        "big data analytics",
        "cutting",
        "product lifecycle management",
        "production line set-up",
        "propeller principles application",
        "propulsion principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "coating",
        "aerospace materials and hardware selection",
        "sealants process",
        "aerospace heat treatment process",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "piston engine principles application",
        "elastomer seals application",
        "physics concepts application",
        "non-metallic materials manufacturing",
        "electrical fundamentals application",
        "mathematical concepts application",
        "chemical processing",
        "jigs and fixtures design",
        "internet of things implementation",
        "human factors application and error management",
        "aerodynamics principles application",
        "digital techniques application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "aviation legislation compliance",
        "electronic fundamentals application",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior manufacturing planning executive": {
      "role_name": "senior manufacturing planning executive",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "asset management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "data synthesis",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "green manufacturing design and implementation",
        "enterprise database system administration",
        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "human factors application and error management",
        "mathematical concepts application",
        "aviation legislation compliance",
        "supplier management and capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior marine claims executive": {
      "role_name": "senior marine claims executive",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "continuous improvement management",
        "performance management",
        "corporate governance",
        "customer experience management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "contract and vendor management",
        "data governance",
        "business process re-engineering",
        "regulatory compliance",
        "technology integration",
        "business requirements mapping",
        "ethical culture",
        "risk control and response planning",
        "cyber security",
        "marine insurance claims handling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior marine superintendent / marine superintendent": {
      "role_name": "senior marine superintendent / marine superintendent",
      "total_skills": 27,
      "core_skills": [
        "budgeting",
        "business continuity management",
        "learning and development",
        "financial management",
        "business planning",
        "service excellence",
        "crisis management",
        "manpower planning",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "fleet procurement",
        "employee relations",
        "crisis communication",
        "crew management",
        "ship cyber security",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "ship safety management systems audit",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior marine surveyor / marine surveyor": {
      "role_name": "senior marine surveyor / marine surveyor",
      "total_skills": 17,
      "core_skills": [
        "service excellence",
        "networking",
        "risk compliance and governance",
        "business data analysis",
        "technology integration",
        "risk control and response planning",
        "resource management"
      ],
      "nice_to_have": [
        "organisational strategy and policy realisation",
        "cyber security",
        "work at heights",
        "confined space work",
        "marine survey reporting",
        "marine incident and accident investigations",
        "innovation",
        "hull inspections",
        "ship propulsion inspections",
        "ship safety management systems audit"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior master social worker": {
      "role_name": "senior master social worker",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior mechanical engineer / senior electrical engineer": {
      "role_name": "senior mechanical engineer / senior electrical engineer",
      "total_skills": 46,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "continuous improvement management",
        "business development",
        "project feasibility assessment",
        "design thinking practice",
        "engineering safety standards interpretation",
        "quality system management",
        "people management",
        "building information modelling application",
        "technical presentation",
        "technical inspection",
        "equipment and systems testing"
      ],
      "nice_to_have": [
        "data collection and analysis",
        "solar photovoltaic systems designs",
        "project cost",
        "project risk management",
        "equipment and systems installation and commissioning management",
        "critical thinking",
        "engineering drawing and design specifications",
        "engineering contract management",
        "site assessment and analysis",
        "design for safety",
        "solar photovoltaic energy assessment",
        "technology scanning",
        "regulatory submission and clearance",
        "natural ventilation design",
        "plumbing, sanitary, drainage and gas systems design",
        "air conditioning and mechanical ventilation system design",
        "lightning protection systems design",
        "lighting design optimisation",
        "lifts and escalators systems design",
        "life cycle costing and analysis",
        "integrated digital delivery application",
        "indoor environmental quality improvement",
        "analytics and computational modelling",
        "fire protection system design",
        "ethical climate",
        "electrical systems design",
        "design for manufacturing and assembly",
        "design for maintainability",
        "construction technology",
        "computational design",
        "building management system implementation and control",
        "green building strategy implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ndt level 3 engineer (aircraft engine / component maintenance)": {
      "role_name": "senior ndt level 3 engineer (aircraft engine / component maintenance)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "internet of things implementation",
        "aviation legislation compliance",
        "mathematical concepts application",
        "non-destructive testing management",
        "physics concepts application",
        "engineering problem solving",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ndt level 3 engineer (aircraft maintenance)": {
      "role_name": "senior ndt level 3 engineer (aircraft maintenance)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "internet of things implementation",
        "aviation legislation compliance",
        "mathematical concepts application",
        "non-destructive testing management",
        "physics concepts application",
        "engineering problem solving",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior ndt level 3 engineer (manufacturing)": {
      "role_name": "senior ndt level 3 engineer (manufacturing)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "internet of things implementation",
        "aviation legislation compliance",
        "mathematical concepts application",
        "non-destructive testing management",
        "physics concepts application",
        "engineering problem solving",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior nurse clinician": {
      "role_name": "senior nurse clinician",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing productivity and innovation",
        "strategy management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "professional, legal and ethical healthcare practice",
        "performance management for nursing"
      ],
      "nice_to_have": [
        "patient empowerment on self-care",
        "patient care delivery in nursing",
        "nursing research and statistics",
        "mobility and ambulation assistance in nursing",
        "nursing care for the deceased",
        "medication management in nursing",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical governance",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior nurse educator": {
      "role_name": "senior nurse educator",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "curriculum design",
        "clinical teaching and supervision"
      ],
      "nice_to_have": [
        "professional, legal and ethical healthcare practice",
        "strategy management",
        "service quality management",
        "quality improvement and safe practices",
        "programme evaluation",
        "programme delivery",
        "nursing research and statistics",
        "performance management for nursing",
        "clinical governance",
        "learner assessments",
        "inter-professional collaboration",
        "department financial management",
        "nursing productivity and innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior nurse manager": {
      "role_name": "senior nurse manager",
      "total_skills": 16,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "clinical governance"
      ],
      "nice_to_have": [
        "clinical teaching and supervision",
        "department financial management",
        "inter-professional collaboration",
        "nursing manpower planning",
        "nursing productivity and innovation",
        "nursing research and statistics",
        "patient empowerment on self-care",
        "performance management for nursing",
        "professional, legal and ethical healthcare practice",
        "quality improvement and safe practices",
        "service quality management",
        "strategy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior occupational therapist": {
      "role_name": "senior occupational therapist",
      "total_skills": 50,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development",
        "audit management",
        "workplace safety and health",
        "people management",
        "learning needs analysis",
        "emergency response and crisis management",
        "reflective practice",
        "professional consultation"
      ],
      "nice_to_have": [
        "programme evaluation",
        "programme design",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "analysis of research data",
        "research proposal development",
        "research translation",
        "service quality management",
        "strategy execution",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "workforce planning",
        "scientific writing and communication",
        "inventory management in rehabilitation therapy",
        "management of stakeholders",
        "assistive devices prescription in occupational therapy",
        "client advocacy",
        "client assessment for occupational therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "data collection and management",
        "department financial management",
        "effective client communication",
        "environmental assessment and modification for occupational therapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "infection control",
        "inter-professional collaboration",
        "intervention planning in occupational therapy",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior officer (flight control) / senior officer (crew scheduling)": {
      "role_name": "senior officer (flight control) / senior officer (crew scheduling)",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "data analytics",
        "technology application",
        "process improvement and optimisation",
        "flight watching and flight following",
        "inclement weather operations and planning",
        "human factors management",
        "aircraft performance management",
        "airline crew scheduling",
        "flight performance data calculation",
        "flight disruptions and irregular operations management",
        "flight dispatch",
        "airport operations management",
        "airline operations management",
        "flight planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior operations manager / senior production manager / senior manufacturing manager": {
      "role_name": "senior operations manager / senior production manager / senior manufacturing manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "business performance management",
        "knowledge management",
        "risk compliance and governance",
        "robotics and automation application",
        "asset management"
      ],
      "nice_to_have": [
        "contract development and management",
        "quality system management",
        "production planning",
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "data synthesis",
        "automation process control",
        "green manufacturing design and implementation",
        "cyber risk management",
        "lean manufacturing",
        "manufacturing process management",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "enterprise database system administration",
        "supply chain solutioning",
        "applied research and development management",
        "big data analytics",
        "audit and review management",
        "engineering problem solving",
        "supplier management and capability development",
        "production line set-up",
        "aviation legislation compliance",
        "new engine build process application",
        "internet of things implementation",
        "human factors application and error management",
        "engineering product design facilitation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior operations manager / senior technical manager": {
      "role_name": "senior operations manager / senior technical manager",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business continuity planning",
        "strategy planning",
        "business performance management",
        "knowledge management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "contract development and management",
        "asset management",
        "quality system management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "cyber risk management",
        "continuous process improvement",
        "artificial intelligence application",
        "carbon footprint management",
        "supply chain solutioning",
        "audit and review management",
        "big data analytics",
        "applied research and development management",
        "maintenance coordination",
        "enterprise database system administration",
        "internet of things implementation",
        "engineering problem solving",
        "predictive maintenance",
        "maintenance organisation structure management",
        "aviation legislation compliance",
        "supplier management and capability development",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior operator - linear media operations": {
      "role_name": "senior operator - linear media operations",
      "total_skills": 8,
      "core_skills": [
        "emergency response management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "media file formats conformation",
        "content ingest operations",
        "master control room operations",
        "media content cataloguing",
        "media data management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior patent attorney / senior patent agent / patent attorney / patent agent": {
      "role_name": "senior patent attorney / senior patent agent / patent attorney / patent agent",
      "total_skills": 21,
      "core_skills": [
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "learning and development",
        "business opportunities development"
      ],
      "nice_to_have": [
        "vendor management",
        "networking",
        "business data analysis",
        "data visualisation",
        "manpower forecasting",
        "organisational strategy and policy realisation",
        "patent claims and application drafting",
        "patent office action and infringements",
        "patent practice",
        "people and performance management",
        "people change management",
        "intellectual property audit and due diligence",
        "intellectual property intelligence",
        "intellectual property management processes",
        "intellectual property portfolio management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior pharmacy technician": {
      "role_name": "senior pharmacy technician",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "workplace safety and health",
        "people management",
        "audit management"
      ],
      "nice_to_have": [
        "medication safety",
        "non-sterile compounding",
        "sterile manufacturing of pharmaceutical products",
        "staff training management",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "pharmacy-only (p) medication sales",
        "pharmaceutical equipment maintenance",
        "patient education on use of prescribed drugs",
        "ambulatory care service support",
        "medication dispensing",
        "management of stakeholders",
        "inventory procurement for pharmacy support",
        "infection control",
        "excellence in service",
        "drug distribution and inventory management",
        "document management for pharmacy support",
        "billing procedure",
        "automated distribution management",
        "medication reconciliation in pharmacy support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior pharmacy technician executive (drug compounding and quality management)": {
      "role_name": "senior pharmacy technician executive (drug compounding and quality management)",
      "total_skills": 13,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "data analytics"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "workplace safety and health",
        "medication safety",
        "infection control",
        "management of stakeholders",
        "non-sterile compounding",
        "pharmaceutical equipment maintenance",
        "professional, legal and ethical healthcare practice",
        "sterile manufacturing of pharmaceutical products"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior pharmacy technician executive (patient care services)": {
      "role_name": "senior pharmacy technician executive (patient care services)",
      "total_skills": 23,
      "core_skills": [
        "learning and development",
        "change management",
        "continuous improvement management",
        "audit management"
      ],
      "nice_to_have": [
        "performance management",
        "workplace safety and health",
        "people management",
        "medication safety",
        "workforce planning",
        "staff training management",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "pharmacy-only (p) medication sales",
        "pharmaceutical equipment maintenance",
        "ambulatory care service support",
        "patient education on use of prescribed drugs",
        "medication dispensing",
        "management of stakeholders",
        "infection control",
        "excellence in service",
        "document management for pharmacy support",
        "billing procedure",
        "medication reconciliation in pharmacy support"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior pharmacy technician executive (pharmacy it and supply chain)": {
      "role_name": "senior pharmacy technician executive (pharmacy it and supply chain)",
      "total_skills": 15,
      "core_skills": [
        "change management",
        "data analytics",
        "audit management",
        "performance management"
      ],
      "nice_to_have": [
        "vendor management",
        "workplace safety and health",
        "medication safety",
        "pharmacy information technology management",
        "automated distribution management",
        "clinical investigational drug management",
        "drug distribution and inventory management",
        "inventory procurement for pharmacy support",
        "management of stakeholders",
        "pharmaceutical equipment maintenance",
        "professional, legal and ethical healthcare practice"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior physiotherapist": {
      "role_name": "senior physiotherapist",
      "total_skills": 51,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development",
        "audit management",
        "people management",
        "workplace safety and health",
        "learning needs analysis",
        "reflective practice",
        "professional consultation",
        "emergency response and crisis management",
        "therapy intervention implementation"
      ],
      "nice_to_have": [
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "programme design",
        "programme evaluation",
        "research proposal development",
        "therapy intervention evaluation",
        "research translation",
        "scientific writing and communication",
        "workforce planning",
        "service quality management",
        "strategy execution",
        "therapeutic equipment prescription in physiotherapy",
        "therapy discharge planning",
        "analysis of research data",
        "inventory management in rehabilitation therapy",
        "management of stakeholders",
        "inter-professional collaboration",
        "case history taking in physiotherapy",
        "client advocacy",
        "client assessment for physiotherapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "data collection and management",
        "department financial management",
        "development on intervention plan for physiotherapy",
        "effective client communication",
        "environmental assessment and modification for physiotherapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "infection control",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior plan approval engineer": {
      "role_name": "senior plan approval engineer",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "service excellence",
        "engineering drawing, interpretation and management",
        "3d modelling"
      ],
      "nice_to_have": [
        "engineering safety standards interpretation",
        "quality assurance",
        "regulatory compliance",
        "technology integration",
        "cyber security",
        "marine design customisation",
        "marine equipment material selection",
        "naval architecture calculations",
        "organisational strategy and policy realisation",
        "electrical design approval",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior planning executive (aircraft engine / component maintenance)": {
      "role_name": "senior planning executive (aircraft engine / component maintenance)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "asset management",
        "quality system management",
        "condition-based assets monitoring management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "enterprise database system administration",
        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "mathematical concepts application",
        "aviation legislation compliance",
        "supplier management and capability development",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior planning executive (aircraft maintenance)": {
      "role_name": "senior planning executive (aircraft maintenance)",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business performance management",
        "knowledge management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "asset management",
        "quality system management",
        "condition-based assets monitoring management",
        "production planning",
        "workplace safety and health framework development and implementation",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "maintenance coordination",
        "enterprise database system administration",
        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "mathematical concepts application",
        "aviation legislation compliance",
        "supplier management and capability development",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior planning executive (fleet management)": {
      "role_name": "senior planning executive (fleet management)",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "business performance management"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "asset management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "carbon footprint management",
        "enterprise database system administration",
        "maintenance coordination",
        "big data analytics",
        "supply chain solutioning",
        "warehouse inventory control and audit",
        "internet of things implementation",
        "mathematical concepts application",
        "aviation legislation compliance",
        "supplier management and capability development",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior preschool educator": {
      "role_name": "senior preschool educator",
      "total_skills": 23,
      "core_skills": [
        "resilience and self-care",
        "learning environment design",
        "centre innovation and change adoption",
        "family and caregiver engagement",
        "staff communication and engagement",
        "situation management with families and community",
        "responsive caregiving approaches",
        "reflective practice for educators",
        "practitioner inquiry",
        "interaction and relationship",
        "health, hygiene and nutrition for children",
        "early childhood programme planning",
        "child development assessment",
        "early childhood pedagogical practice",
        "early childhood curriculum design"
      ],
      "nice_to_have": [
        "diversity and inclusion",
        "data and information management",
        "community partnership",
        "collaborative practices with stakeholders across disciplines",
        "coaching and mentoring for educators",
        "child safety and protection",
        "child observation",
        "staff continuous learning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal counsellor": {
      "role_name": "senior principal counsellor",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "report writing",
        "resilience and self-care",
        "professional consultation",
        "research into professional practice translation",
        "advocacy and representation",
        "technology application in counselling"
      ],
      "nice_to_have": [
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "social sector policy influence",
        "social policy development",
        "reflexive practice",
        "group work intervention",
        "case and care planning",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "counselling intervention",
        "counselling assessment",
        "collaborative practices across disciplines and sectors",
        "clinical supervision",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal occupational therapist (clinical)": {
      "role_name": "senior principal occupational therapist (clinical)",
      "total_skills": 39,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "risk management",
        "strategy development",
        "workplace safety and health",
        "audit management",
        "people management",
        "learning needs analysis"
      ],
      "nice_to_have": [
        "professional consultation",
        "reflective practice",
        "emergency response and crisis management",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "assistive devices prescription in occupational therapy",
        "service quality management",
        "strategy execution",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "management of stakeholders",
        "infection control",
        "intervention planning in occupational therapy",
        "clinical services development",
        "client advocacy",
        "client assessment for occupational therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical incident management in rehabilitation therapy",
        "clinical records documentation and management",
        "clinical teaching and supervision",
        "inter-professional collaboration",
        "effective client communication",
        "environmental assessment and modification for occupational therapy",
        "goal setting in rehabilitation therapy",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal occupational therapy educator": {
      "role_name": "senior principal occupational therapy educator",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "programme design",
        "programme evaluation",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal occupational therapy manager": {
      "role_name": "senior principal occupational therapy manager",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "people management",
        "workplace safety and health",
        "learning needs analysis",
        "emergency response and crisis management",
        "department financial management",
        "reflective practice",
        "infection control",
        "inter-professional collaboration",
        "inventory management in rehabilitation therapy",
        "individual and cultural diversity",
        "management of stakeholders",
        "health promotion",
        "professional, legal and ethical healthcare practice",
        "clinical services development",
        "service quality management",
        "clinical governance",
        "strategy execution",
        "workforce planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal occupational therapy researcher": {
      "role_name": "senior principal occupational therapy researcher",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "analysis of research data",
        "research proposal development",
        "scientific writing and communication",
        "research translation",
        "professional, legal and ethical healthcare practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal physiotherapist (clinical)": {
      "role_name": "senior principal physiotherapist (clinical)",
      "total_skills": 35,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "strategy development",
        "audit management",
        "people management",
        "professional consultation",
        "reflective practice"
      ],
      "nice_to_have": [
        "service quality management",
        "infection control",
        "therapeutic equipment prescription in physiotherapy",
        "therapy discharge planning",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "management of stakeholders",
        "inter-professional collaboration",
        "health promotion",
        "individual and cultural diversity",
        "case history taking in physiotherapy",
        "group therapy planning and implementation",
        "goal setting in rehabilitation therapy",
        "environmental assessment and modification for physiotherapy",
        "effective client communication",
        "development on intervention plan for physiotherapy",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical records documentation and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "client education in rehabilitation therapy",
        "client assessment for physiotherapy",
        "client advocacy",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal physiotherapy educator": {
      "role_name": "senior principal physiotherapy educator",
      "total_skills": 18,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management"
      ],
      "nice_to_have": [
        "strategy development",
        "people management",
        "audit management",
        "learning needs analysis",
        "reflective practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "professional, legal and ethical healthcare practice",
        "programme delivery",
        "programme design",
        "programme evaluation",
        "individual and cultural diversity",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal physiotherapy manager": {
      "role_name": "senior principal physiotherapy manager",
      "total_skills": 26,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development"
      ],
      "nice_to_have": [
        "audit management",
        "workplace safety and health",
        "people management",
        "department financial management",
        "emergency response and crisis management",
        "reflective practice",
        "professional, legal and ethical healthcare practice",
        "workforce planning",
        "strategy execution",
        "service quality management",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "inter-professional collaboration",
        "infection control",
        "individual and cultural diversity",
        "clinical services development",
        "clinical records documentation and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal physiotherapy researcher": {
      "role_name": "senior principal physiotherapy researcher",
      "total_skills": 25,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "people management",
        "learning needs analysis",
        "reflective practice",
        "programme design",
        "strategy execution",
        "scientific writing and communication",
        "research translation",
        "research proposal development",
        "analysis of research data",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "management of stakeholders",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "client advocacy",
        "workforce planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal psychologist": {
      "role_name": "senior principal psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal psychologist educator": {
      "role_name": "senior principal psychologist educator",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "research data analysis",
        "research design",
        "research findings communication"
      ],
      "nice_to_have": [
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "learning framework development",
        "learning programme delivery",
        "learning programme design",
        "learning programme evaluation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal research psychologist": {
      "role_name": "senior principal research psychologist",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal researcher / principal researcher": {
      "role_name": "senior principal researcher / principal researcher",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal speech therapist (clinical)": {
      "role_name": "senior principal speech therapist (clinical)",
      "total_skills": 34,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "strategy development",
        "audit management",
        "workplace safety and health",
        "learning needs analysis",
        "reflective practice"
      ],
      "nice_to_have": [
        "professional consultation",
        "clinical services development",
        "programme delivery",
        "client advocacy",
        "therapy intervention implementation",
        "therapy intervention evaluation",
        "therapy discharge planning",
        "therapeutic equipment prescription in speech therapy",
        "client assessment for speech therapy",
        "research translation",
        "client education in rehabilitation therapy",
        "programme evaluation",
        "programme design",
        "professional, legal and ethical healthcare practice",
        "clinical teaching and supervision",
        "management of stakeholders",
        "clinical governance",
        "intervention planning in speech therapy",
        "inter-professional collaboration",
        "infection control",
        "individual and cultural diversity",
        "health promotion",
        "group therapy planning and implementation",
        "effective client communication",
        "clinical records documentation and management",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal speech therapy educator": {
      "role_name": "senior principal speech therapy educator",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "strategy development",
        "people management"
      ],
      "nice_to_have": [
        "learning needs analysis",
        "reflective practice",
        "professional, legal and ethical healthcare practice",
        "programme evaluation",
        "programme design",
        "programme delivery",
        "management of stakeholders",
        "clinical governance",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "health promotion",
        "clinical teaching and supervision",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal speech therapy manager": {
      "role_name": "senior principal speech therapy manager",
      "total_skills": 30,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "risk management",
        "strategy development",
        "audit management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "people management",
        "emergency response and crisis management",
        "department financial management",
        "professional consultation",
        "reflective practice",
        "health promotion",
        "clinical services development",
        "client advocacy",
        "workforce planning",
        "strategy execution",
        "clinical governance",
        "service quality management",
        "clinical incident management in rehabilitation therapy",
        "programme design",
        "programme evaluation",
        "individual and cultural diversity",
        "professional, legal and ethical healthcare practice",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "inter-professional collaboration",
        "infection control",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior principal speech therapy researcher": {
      "role_name": "senior principal speech therapy researcher",
      "total_skills": 19,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "risk management"
      ],
      "nice_to_have": [
        "strategy development",
        "learning needs analysis",
        "reflective practice",
        "analysis of research data",
        "scientific writing and communication",
        "research translation",
        "research proposal development",
        "management of stakeholders",
        "professional, legal and ethical healthcare practice",
        "inter-professional collaboration",
        "individual and cultural diversity",
        "data collection and management",
        "clinical incident management in rehabilitation therapy",
        "clinical governance",
        "strategy execution"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior process engineer": {
      "role_name": "senior process engineer",
      "total_skills": 53,
      "core_skills": [
        "change management",
        "innovation management",
        "project management",
        "internet of things management",
        "learning and development",
        "continuous improvement management",
        "conflict management",
        "data and statistical analytics",
        "enterprise risk management",
        "data analytics system design",
        "organisational analysis",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "workplace safety and health system management",
        "environmental management system framework development and implementation",
        "audit management"
      ],
      "nice_to_have": [
        "data synthesis",
        "robotic and automation technology application",
        "process optimisation",
        "organisational strategising",
        "manufacturing process management",
        "technical presentation",
        "procurement management",
        "yield analysis",
        "continuous process improvement",
        "commissioning and start-up management",
        "effectiveness management",
        "technical report writing",
        "engineering management of change",
        "process unit and utilities operations management",
        "engineering project management",
        "process operations troubleshooting",
        "quality systems management",
        "process control",
        "plant economic modelling",
        "failure analysis",
        "crisis situations management",
        "training, coaching and assessment management",
        "standard operating procedure development and implementation",
        "safety integrity levels management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management",
        "major hazard installation safety case management",
        "process safety management framework development and implementation",
        "incident investigation management",
        "process plant and equipment integrity management",
        "process engineering design",
        "process development management",
        "factory system management",
        "operations reporting protocol application",
        "operation management",
        "front-end engineering design management",
        "non-conformance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior process safety engineer": {
      "role_name": "senior process safety engineer",
      "total_skills": 29,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "engineering safety standards interpretation",
        "robotic and automation technology application",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "data analytics system design"
      ],
      "nice_to_have": [
        "commissioning and start-up management",
        "technical presentation",
        "process optimisation",
        "engineering project management",
        "engineering management of change",
        "technical report writing",
        "process control",
        "process operations troubleshooting",
        "safe system of work development and implementation",
        "training, coaching and assessment management",
        "safety integrity levels management",
        "operations reporting protocol application",
        "process safety management framework development and implementation",
        "process plant and equipment integrity management",
        "process engineering design",
        "major hazard installation safety case management",
        "front-end engineering design management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior process technician": {
      "role_name": "senior process technician",
      "total_skills": 25,
      "core_skills": [
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "data and statistical analytics",
        "engineering drawing, interpretation and management",
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "robotic and automation technology application",
        "third party management",
        "staff management",
        "procurement management",
        "technical report writing",
        "safe system of work development and implementation",
        "process unit and utilities operations management",
        "process operations troubleshooting",
        "control room operations management",
        "sample management",
        "process equipment preparation for mechanical work",
        "standard operating procedure development and implementation",
        "operations reporting protocol application",
        "incident investigation management",
        "training, coaching and assessment management",
        "feedstock and product transfer operations management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior procurement executive": {
      "role_name": "senior procurement executive",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "crisis management",
        "workplace safety and health performance management",
        "project feasibility assessment"
      ],
      "nice_to_have": [
        "vendor management",
        "contract development and management",
        "workplace safety and health culture development",
        "business presentation delivery",
        "financial planning",
        "technical writing",
        "procurement performance monitoring",
        "business proposal writing",
        "procurement coordination and policy development",
        "staff performance management",
        "big data analytics",
        "manpower forecasting",
        "financial budgeting",
        "operational risk management",
        "project coordination",
        "organisational performance management",
        "project quality management",
        "opportunity development",
        "material inspection",
        "manufacturing workflow management",
        "continuous quality improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior producer / producer - current affairs": {
      "role_name": "senior producer / producer - current affairs",
      "total_skills": 9,
      "core_skills": [
        "production planning and scheduling",
        "fundraising and sponsorships",
        "media law and compliance",
        "production budget management"
      ],
      "nice_to_have": [
        "news editing",
        "news story development",
        "news story research",
        "production operations",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior producer / producer - news": {
      "role_name": "senior producer / producer - news",
      "total_skills": 7,
      "core_skills": [
        "media law and compliance",
        "news bulletin production",
        "news editing",
        "news story development"
      ],
      "nice_to_have": [
        "news story research",
        "production operations",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior product engineer": {
      "role_name": "senior product engineer",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "learning and development",
        "conflict management",
        "enterprise risk management",
        "organisational analysis",
        "audit management",
        "workplace safety and health system management",
        "product testing",
        "organisational strategising"
      ],
      "nice_to_have": [
        "manufacturing process design",
        "effectiveness management",
        "data analytics system design",
        "continuous process improvement",
        "yield analysis",
        "failure analysis",
        "new product introduction",
        "production resource management",
        "quality systems management",
        "factory system management",
        "material qualification",
        "metrology management",
        "operation management",
        "crisis situations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior product manager": {
      "role_name": "senior product manager",
      "total_skills": 29,
      "core_skills": [
        "stakeholder management",
        "project management",
        "market research",
        "budgeting",
        "learning and development",
        "data analytics",
        "strategy planning",
        "performance management",
        "manpower planning",
        "business development",
        "customer experience management",
        "business performance management",
        "partnership management"
      ],
      "nice_to_have": [
        "business environment analysis",
        "demand analysis",
        "user experience design",
        "emerging technology synthesis",
        "networking",
        "product management",
        "strategy implementation",
        "business innovation",
        "user interface design",
        "pricing strategy",
        "design thinking practice",
        "design concepts generation",
        "business needs analysis",
        "people and performance management",
        "portfolio management",
        "business agility"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior production engineer": {
      "role_name": "senior production engineer",
      "total_skills": 50,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "incident and accident investigation",
        "systems integration",
        "intellectual property management",
        "additive manufacturing"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "financial planning",
        "structural testing",
        "technical writing",
        "programme management",
        "laser and optics application",
        "technical inspection",
        "procurement coordination and policy development",
        "staff performance management",
        "financial budgeting",
        "operational risk management",
        "non-destructive testing",
        "naval architecture calculations",
        "marine equipment material selection",
        "big data analytics",
        "marine design customisation",
        "interface management",
        "value engineering",
        "quality systems management",
        "system architecture design",
        "computer numeric control operations",
        "system configuration management",
        "component assembly",
        "commissioning coordination",
        "opportunity development",
        "quality engineering integration",
        "organisational performance management",
        "material inspection",
        "continuous quality improvement",
        "marine engineering calculations",
        "manufacturing workflow management",
        "launch planning and management",
        "electrical testing",
        "instrumentation and control system design",
        "installation planning and execution",
        "marine equipment and system maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior production manager": {
      "role_name": "senior production manager",
      "total_skills": 51,
      "core_skills": [
        "project management",
        "continuous improvement management",
        "manpower planning",
        "technology application",
        "automation process control",
        "systems thinking",
        "asset management",
        "good manufacturing practices implementation",
        "workplace safety and health framework development and implementation",
        "test planning",
        "robotic and automation technology application",
        "quality system management",
        "production planning and scheduling",
        "process improvement and optimisation",
        "additive manufacturing",
        "engineering safety standards interpretation",
        "condition-based assets monitoring management",
        "procurement coordination and policy development",
        "manufacturing process management",
        "automated operation monitoring",
        "technical writing",
        "building information modelling application",
        "commissioning and start-up management",
        "process optimisation"
      ],
      "nice_to_have": [
        "yield analysis",
        "lean manufacturing",
        "equipment and systems testing",
        "installation and assembly",
        "engineering management of change",
        "maintenance strategy development",
        "automated equipment and control systems configuration",
        "warehouse space utilisation",
        "value engineering",
        "value analysis",
        "transportation route and schedule planning",
        "technology scanning",
        "automated process design",
        "equipment qualification",
        "engineering support management",
        "project risk management",
        "production resource management",
        "equipment and systems installation and commissioning management",
        "process unit and utilities operations management",
        "process operations troubleshooting",
        "plant economic modelling",
        "manufacturing systems operation and control",
        "facilities shut-down and re-start",
        "integrated digital delivery application",
        "construction technology",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior project engineer": {
      "role_name": "senior project engineer",
      "total_skills": 44,
      "core_skills": [
        "change management",
        "stakeholder management",
        "business negotiation",
        "emergency response management",
        "service excellence",
        "crisis management",
        "technology application",
        "project feasibility assessment",
        "workplace safety and health performance management",
        "vendor management",
        "contract development and management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "business presentation delivery",
        "technical writing",
        "technical inspection",
        "business proposal writing",
        "financial planning",
        "risk management and administration",
        "programme management",
        "value engineering",
        "staff performance management",
        "quality systems management",
        "project risk management",
        "operational risk management",
        "big data analytics",
        "naval architecture calculations",
        "manpower forecasting",
        "financial budgeting",
        "organisational performance management",
        "environmental protection management",
        "warehousing / cargo-related occupational health and safety management",
        "commissioning coordination",
        "component assembly",
        "continuous quality improvement",
        "engineering installation design",
        "logistics solution design thinking",
        "project coordination",
        "manufacturing workflow management",
        "marine engineering calculations",
        "quality engineering integration",
        "project quality management",
        "autonomous logistics design and application",
        "automation design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior project manager": {
      "role_name": "senior project manager",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "emergency response management",
        "continuous improvement management",
        "manpower planning",
        "technology application",
        "project feasibility assessment",
        "workplace safety and health culture development",
        "asset management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "incident and accident investigation",
        "people management",
        "quality system management",
        "technical writing",
        "building information modelling application",
        "procurement coordination and policy development",
        "project risk management",
        "value engineering",
        "technology scanning",
        "critical thinking",
        "design for safety",
        "dispute resolution",
        "project cost",
        "engineering contract management",
        "data collection and analysis",
        "design for maintainability",
        "regulatory submission and clearance",
        "integrated digital delivery application",
        "construction technology",
        "green building strategy implementation",
        "workflow management",
        "design for manufacturing and assembly"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior project manager (construction) / project manager (construction)": {
      "role_name": "senior project manager (construction) / project manager (construction)",
      "total_skills": 37,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "business development",
        "manpower planning",
        "business performance management",
        "technology application",
        "project feasibility assessment",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "quality system management"
      ],
      "nice_to_have": [
        "people management",
        "workplace safety and health framework development and implementation",
        "equipment and systems testing",
        "building information modelling application",
        "technical writing",
        "technical inspection",
        "data collection and analysis",
        "value engineering",
        "transportation route and schedule planning",
        "technology scanning",
        "critical thinking",
        "site assessment and analysis",
        "project risk management",
        "design for safety",
        "dispute resolution",
        "engineering contract management",
        "equipment and systems installation and commissioning management",
        "regulatory submission and clearance",
        "green building strategy implementation",
        "design for maintainability",
        "design for manufacturing and assembly",
        "workflow management",
        "construction technology",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior psychologist": {
      "role_name": "senior psychologist",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "report writing",
        "resilience and self-care",
        "emergency response and crisis management",
        "professional consultation"
      ],
      "nice_to_have": [
        "research design",
        "research data analysis",
        "collaborative practices across disciplines and sectors",
        "social sector policy influence",
        "research data collection and management",
        "psychological intervention",
        "reflexive practice",
        "diversity awareness and management",
        "psychological formulation",
        "psychological assessment",
        "practice supervision",
        "practice evaluation",
        "ethics, values and legislation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior qa engineer": {
      "role_name": "senior qa engineer",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "quality control management",
        "technical presentation",
        "audit and review management",
        "technical report writing",
        "materials qualification",
        "training, coaching and assessment management",
        "non-conformance management",
        "laboratory data reporting and analysis management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality assurance / quality control engineer": {
      "role_name": "senior quality assurance / quality control engineer",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "change management",
        "business negotiation",
        "emergency response management",
        "crisis management",
        "service excellence",
        "workplace safety and health performance management",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "technical writing",
        "programme management",
        "technical inspection",
        "financial planning",
        "structural testing",
        "value engineering",
        "staff performance management",
        "quality systems management",
        "big data analytics",
        "operational risk management",
        "non-destructive testing",
        "manpower forecasting",
        "financial budgeting",
        "naval architecture calculations",
        "organisational performance management",
        "quality engineering integration",
        "material inspection",
        "marine engineering calculations",
        "manufacturing workflow management",
        "electrical testing",
        "continuous quality improvement",
        "commissioning coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality assurance manager / senior quality control manager / senior planner": {
      "role_name": "senior quality assurance manager / senior quality control manager / senior planner",
      "total_skills": 34,
      "core_skills": [
        "continuous improvement management",
        "manpower planning",
        "quality assurance management",
        "asset management",
        "quality system management",
        "condition-based assets monitoring management",
        "test planning",
        "quality control management",
        "process improvement and optimisation",
        "engineering safety standards interpretation",
        "production planning and scheduling",
        "good manufacturing practices implementation",
        "product testing",
        "process validation",
        "audit management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "technical writing",
        "process optimisation",
        "analytical method validation",
        "automation process control",
        "process control",
        "process monitoring",
        "materials qualification",
        "maintenance strategy development",
        "product testing management",
        "equipment and systems installation and commissioning management",
        "production resource management",
        "engineering management of change",
        "computerised systems validation",
        "warehouse space utilisation",
        "plant economic modelling",
        "integrated digital delivery application",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality engineer": {
      "role_name": "senior quality engineer",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "internet of things management",
        "conflict management",
        "enterprise risk management",
        "organisational analysis",
        "workplace safety and health system management"
      ],
      "nice_to_have": [
        "product testing",
        "audit management",
        "data synthesis",
        "effectiveness management",
        "data analytics system design",
        "organisational strategising",
        "continuous process improvement",
        "yield analysis",
        "failure analysis",
        "quality systems management",
        "factory system management",
        "metrology management",
        "operation management",
        "crisis situations management",
        "quality control and assurance",
        "quality process control"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality engineer (aircraft engine / component maintenance)": {
      "role_name": "senior quality engineer (aircraft engine / component maintenance)",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "carbon footprint management",
        "geometric dimensioning and tolerancing",
        "big data analytics",
        "precision measurement",
        "audit and review management",
        "propulsion principles application",
        "propeller principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "non-metallic materials testing",
        "physics concepts application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "image processing and industrial vision inspection",
        "human factors application and error management",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality engineer (aircraft maintenance)": {
      "role_name": "senior quality engineer (aircraft maintenance)",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "knowledge management",
        "business performance management",
        "robotics and automation application",
        "engineering drawing, interpretation and management"
      ],
      "nice_to_have": [
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "artificial intelligence application",
        "green manufacturing design and implementation",
        "carbon footprint management",
        "geometric dimensioning and tolerancing",
        "big data analytics",
        "precision measurement",
        "audit and review management",
        "propulsion principles application",
        "propeller principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "non-metallic materials testing",
        "physics concepts application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "image processing and industrial vision inspection",
        "human factors application and error management",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality engineer (fleet management)": {
      "role_name": "senior quality engineer (fleet management)",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business performance management",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "geometric dimensioning and tolerancing",
        "audit and review management",
        "big data analytics",
        "precision measurement",
        "electronic fundamentals application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "mathematical concepts application",
        "physics concepts application",
        "electrical fundamentals application",
        "internet of things implementation",
        "digital techniques application",
        "image processing and industrial vision inspection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quality engineer (manufacturing)": {
      "role_name": "senior quality engineer (manufacturing)",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business performance management",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "geometric dimensioning and tolerancing",
        "audit and review management",
        "big data analytics",
        "precision measurement",
        "electronic fundamentals application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "aviation legislation compliance",
        "propulsion principles application",
        "propeller principles application",
        "piston engine principles application",
        "mathematical concepts application",
        "physics concepts application",
        "electrical fundamentals application",
        "internet of things implementation",
        "digital techniques application",
        "image processing and industrial vision inspection",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior quantity surveyor / senior contracts manager / senior cost manager": {
      "role_name": "senior quantity surveyor / senior contracts manager / senior cost manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "continuous improvement management",
        "business development",
        "technology application",
        "project feasibility assessment",
        "design thinking practice",
        "people management",
        "building information modelling application"
      ],
      "nice_to_have": [
        "procurement coordination and policy development",
        "technical writing",
        "technical presentation",
        "technology scanning",
        "research and information synthesis",
        "project risk management",
        "project cost",
        "value engineering",
        "dispute resolution",
        "data collection and analysis",
        "critical thinking",
        "measurement of building and construction works",
        "integrated digital delivery application",
        "ethical climate",
        "design for manufacturing and assembly",
        "contract administration and management",
        "construction technology",
        "life cycle costing and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior r&d chemist": {
      "role_name": "senior r&d chemist",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management",
        "data and statistical analytics",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "quality control management",
        "procurement management",
        "technical presentation",
        "product testing management",
        "product design and development",
        "applied research and development management",
        "materials qualification",
        "technical report writing",
        "sample management",
        "training, coaching and assessment management",
        "process development management",
        "business networking management",
        "laboratory operations management",
        "laboratory equipment maintenance and calibration management",
        "laboratory data reporting and analysis management",
        "continuing professional development management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior regulations and trade controls analyst / regulations and trade controls analyst": {
      "role_name": "senior regulations and trade controls analyst / regulations and trade controls analyst",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "conflict management",
        "business performance management",
        "enterprise risk management",
        "systems thinking application",
        "fraud risk management",
        "internal controls",
        "international trade legislation compliance",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "market risk management",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior repair engineer / senior process engineer": {
      "role_name": "senior repair engineer / senior process engineer",
      "total_skills": 53,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "carbon footprint management",
        "maintenance coordination",
        "big data analytics",
        "augmented reality application",
        "propulsion principles application",
        "piston engine principles application",
        "predictive maintenance",
        "propeller principles application",
        "composite structures design and maintenance",
        "physics concepts application",
        "aerospace materials and hardware selection",
        "sealants process",
        "aerospace maintenance practices application",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "mathematical concepts application",
        "non-metallic materials testing",
        "coating",
        "maintenance organisation structure management",
        "aviation legislation compliance",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace heat treatment process",
        "gas turbine engine principles application",
        "engineering problem solving",
        "chemical processing",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "aerodynamics principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior reporter / senior correspondent - news (visual journalism)": {
      "role_name": "senior reporter / senior correspondent - news (visual journalism)",
      "total_skills": 8,
      "core_skills": [
        "production planning and scheduling",
        "media law and compliance",
        "production budget management",
        "news delivery and presentation"
      ],
      "nice_to_have": [
        "news editing",
        "news story development",
        "news story research",
        "social media content creation and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior research associate": {
      "role_name": "senior research associate",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior research psychologist": {
      "role_name": "senior research psychologist",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management",
        "research data analysis"
      ],
      "nice_to_have": [
        "research design",
        "research findings communication",
        "research into professional practice translation",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "research data collection and management",
        "social sector policy influence",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior risk analyst / risk analyst": {
      "role_name": "senior risk analyst / risk analyst",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "emergency response management",
        "learning and development",
        "business continuity planning",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "conflict management",
        "business performance management",
        "enterprise risk management",
        "systems thinking application",
        "internal controls",
        "technology integration",
        "fraud risk management",
        "effectiveness management",
        "data mining and modelling",
        "market risk management",
        "resource management",
        "hazards and risk identification and management",
        "operations risk management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior security engineer / security engineer": {
      "role_name": "senior security engineer / security engineer",
      "total_skills": 12,
      "core_skills": [
        "strategy planning",
        "emerging technology synthesis",
        "strategy implementation",
        "business needs analysis"
      ],
      "nice_to_have": [
        "cyber risk management",
        "infrastructure design",
        "security governance",
        "cyber and data breach incident management",
        "network security",
        "security administration",
        "security architecture",
        "security programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior security officer": {
      "role_name": "senior security officer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "robotics and automation application",
        "access control management",
        "security surveillance management",
        "threat observation",
        "documentation",
        "security escort"
      ],
      "nice_to_have": [
        "arrestation",
        "self-defence",
        "crowd and traffic control management",
        "security screening management",
        "security risk analysis",
        "security operation compliance",
        "deterrence",
        "environment observation",
        "media storage record maintenance",
        "alarm system management",
        "incident response",
        "guard and patrol",
        "first-aid",
        "executive protection",
        "information collection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior security supervisor": {
      "role_name": "senior security supervisor",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "manpower planning",
        "performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "security surveillance management",
        "access control management",
        "documentation",
        "executive protection",
        "guard and patrol",
        "incident response",
        "alarm system management",
        "contingency management",
        "media storage record maintenance",
        "conflict resolution management",
        "confidentiality management",
        "security event management",
        "security operation compliance",
        "security risk analysis",
        "security screening management",
        "capability development",
        "information collection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior server programmer": {
      "role_name": "senior server programmer",
      "total_skills": 6,
      "core_skills": [
        "database administration",
        "game analytics",
        "game level development"
      ],
      "nice_to_have": [
        "game server programming",
        "gameplay development",
        "tools development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior shipping analyst": {
      "role_name": "senior shipping analyst",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "demand analysis",
        "organisational analysis",
        "market profiling",
        "business data analysis",
        "business presentation delivery",
        "systems thinking application",
        "benchmarking",
        "data mining and modelling",
        "technology integration",
        "risk control and response planning",
        "cyber security",
        "solution design thinking",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior social worker": {
      "role_name": "senior social worker",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior special care oral health therapist": {
      "role_name": "senior special care oral health therapist",
      "total_skills": 3,
      "core_skills": [
        "dental inventory maintenance and management",
        "infection control"
      ],
      "nice_to_have": [
        "treatment implementation in oral health therapy"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior speech therapist": {
      "role_name": "senior speech therapist",
      "total_skills": 45,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "performance management",
        "strategy development",
        "workplace safety and health",
        "people management",
        "audit management",
        "learning needs analysis",
        "professional consultation",
        "reflective practice",
        "research proposal development"
      ],
      "nice_to_have": [
        "programme delivery",
        "programme design",
        "programme evaluation",
        "analysis of research data",
        "research translation",
        "professional, legal and ethical healthcare practice",
        "service quality management",
        "strategy execution",
        "therapeutic equipment prescription in speech therapy",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "workforce planning",
        "scientific writing and communication",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "intervention planning in speech therapy",
        "client advocacy",
        "client assessment for speech therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "data collection and management",
        "department financial management",
        "effective client communication",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "infection control",
        "inter-professional collaboration",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior staff nurse": {
      "role_name": "senior staff nurse",
      "total_skills": 28,
      "core_skills": [
        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "care transition in nursing",
        "nursing manpower planning",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care",
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing"
      ],
      "nice_to_have": [
        "nursing research and statistics",
        "nursing productivity and innovation",
        "nursing care for the deceased",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "learner assessments",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "clinical governance",
        "wound management in nursing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior station manager / station manager / deputy station manager": {
      "role_name": "senior station manager / station manager / deputy station manager",
      "total_skills": 22,
      "core_skills": [
        "innovation management",
        "service excellence",
        "continuous improvement management",
        "report writing"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "workplace first-aid",
        "people development",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace and facilities safety management",
        "train station operations management",
        "train fare and ticket management",
        "track access management",
        "civil emergency management",
        "security management",
        "rail regulatory compliance",
        "rail incident management",
        "rail emergency response management",
        "passenger train operations",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "crowd management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior superintendent": {
      "role_name": "senior superintendent",
      "total_skills": 18,
      "core_skills": [
        "innovation management",
        "change management",
        "learning and development",
        "internet of things management",
        "enterprise risk management",
        "audit management"
      ],
      "nice_to_have": [
        "data synthesis",
        "workplace safety and health system management",
        "effectiveness management",
        "hazards and risk control, and policy management",
        "data analytics system design",
        "continuous process improvement",
        "production performance management",
        "production resource management",
        "quality systems management",
        "crisis situations management",
        "quality control and assurance",
        "solutioning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technical service engineer": {
      "role_name": "senior technical service engineer",
      "total_skills": 20,
      "core_skills": [
        "innovation management",
        "change management",
        "project management",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "environmental management system framework development and implementation",
        "workplace safety and health framework development and implementation",
        "quality control management",
        "technical presentation",
        "materials qualification",
        "product design and development",
        "product testing management",
        "technical services management",
        "technical report writing",
        "training, coaching and assessment management",
        "business networking management",
        "strategic service excellence management",
        "sample management",
        "laboratory operations management",
        "laboratory data reporting and analysis management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technical service engineer (fleet management)": {
      "role_name": "senior technical service engineer (fleet management)",
      "total_skills": 40,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "carbon footprint management",
        "green manufacturing design and implementation",
        "artificial intelligence application",
        "lean manufacturing",
        "big data analytics",
        "maintenance coordination",
        "physics concepts application",
        "propulsion principles application",
        "propeller principles application",
        "predictive maintenance",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "internet of things implementation",
        "human factors application and error management",
        "aerospace materials and hardware selection",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technical specialist": {
      "role_name": "senior technical specialist",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "report writing",
        "maintenance scheduling",
        "inventory management",
        "work at heights",
        "equipment maintenance and housekeeping",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace and facilities safety management",
        "bus air-conditioning systems maintenance",
        "internet of things application",
        "bus body work maintenance",
        "heavy lifting machinery operation",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technical superintendent / technical superintendent": {
      "role_name": "senior technical superintendent / technical superintendent",
      "total_skills": 29,
      "core_skills": [
        "market research",
        "budgeting",
        "business continuity management",
        "learning and development",
        "financial management",
        "business planning",
        "service excellence",
        "crisis management",
        "manpower planning"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "networking",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "fleet procurement",
        "employee relations",
        "dry dock project management",
        "crisis communication",
        "crew management",
        "ship compliance management",
        "ship cyber security",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician": {
      "role_name": "senior technician",
      "total_skills": 22,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "bus air-conditioning systems maintenance",
        "work at heights",
        "bus body work maintenance",
        "equipment maintenance and housekeeping"
      ],
      "nice_to_have": [
        "bus steering and suspension systems maintenance",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "bus regulatory compliance",
        "bus recovery and towing",
        "heavy lifting machinery operation",
        "internet of things application",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (assembly)": {
      "role_name": "senior technician (assembly)",
      "total_skills": 30,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "manufacturing process management",
        "product and machine assembly",
        "precision measurement",
        "material joining"
      ],
      "nice_to_have": [
        "automated system design",
        "augmented reality application",
        "geometric dimensioning and tolerancing",
        "internet of things implementation",
        "human factors application and error management",
        "engines and components handling, inspection and packing",
        "mathematical concepts application",
        "physics concepts application",
        "engine rigging and de-rigging",
        "engine cleaning",
        "production line set-up",
        "electrical termination, connection and measurement",
        "elastomer seals application",
        "sealants process",
        "visual testing",
        "welding process",
        "aviation legislation compliance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (automatic fare collection)": {
      "role_name": "senior technician (automatic fare collection)",
      "total_skills": 17,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "report writing",
        "condition-based assets monitoring management"
      ],
      "nice_to_have": [
        "maintenance scheduling",
        "automatic fare collection gate maintenance",
        "automatic fare collection auxiliary systems maintenance",
        "equipment maintenance and housekeeping",
        "automatic fare collection sales device maintenance",
        "rail regulatory compliance",
        "internet of things application",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (avionics)": {
      "role_name": "senior technician (avionics)",
      "total_skills": 26,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "augmented reality application",
        "automated system design"
      ],
      "nice_to_have": [
        "precision measurement",
        "maintenance coordination",
        "aerospace maintenance practices application",
        "visual testing",
        "physics concepts application",
        "mathematical concepts application",
        "human factors application and error management",
        "internet of things implementation",
        "aircraft communication systems maintenance",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "aviation legislation compliance",
        "aircraft navigation and automated flight systems maintenance",
        "aircraft instrument systems maintenance",
        "aircraft electrical systems maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (component repair & overhaul - avionics)": {
      "role_name": "senior technician (component repair & overhaul - avionics)",
      "total_skills": 28,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "precision measurement",
        "augmented reality application",
        "automated system design"
      ],
      "nice_to_have": [
        "maintenance coordination",
        "internet of things implementation",
        "visual testing",
        "physics concepts application",
        "mathematical concepts application",
        "aerospace maintenance practices application",
        "human factors application and error management",
        "aircraft batteries maintenance",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "aviation legislation compliance",
        "aircraft sensing components maintenance",
        "aircraft navigation and radar equipment maintenance",
        "aircraft instruments maintenance",
        "aircraft electrical equipment and accessories maintenance",
        "aircraft communication components maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (component repair & overhaul - mechanical)": {
      "role_name": "senior technician (component repair & overhaul - mechanical)",
      "total_skills": 46,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "geometric dimensioning and tolerancing",
        "precision measurement",
        "maintenance coordination",
        "automated system design",
        "augmented reality application",
        "sealants process",
        "sheet metal structures maintenance",
        "non-destructive testing (infrared inspection)",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "physics concepts application",
        "non-metallic materials testing",
        "non-destructive testing (vibration analysis)",
        "visual testing"
      ],
      "nice_to_have": [
        "welding process",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (magnetic particle inspection)",
        "non-destructive testing (liquid penetrant inspection)",
        "aerospace maintenance practices application",
        "non-destructive testing (eddy current inspection)",
        "nacelle mechanical structures maintenance",
        "aircraft landing gears maintenance",
        "aircraft pneumatic components maintenance",
        "aircraft wheels and brakes maintenance",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "composite structures design and maintenance",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "electrical wiring interconnection systems maintenance",
        "fuel accessories components maintenance",
        "human factors application and error management",
        "internet of things implementation",
        "aircraft hydraulic components maintenance",
        "mathematical concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (engine / engine component repair & overhaul)": {
      "role_name": "senior technician (engine / engine component repair & overhaul)",
      "total_skills": 46,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "machining",
        "geometric dimensioning and tolerancing",
        "maintenance coordination",
        "augmented reality application",
        "precision measurement",
        "automated system design",
        "non-metallic materials testing",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (vibration analysis)",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "physics concepts application",
        "welding process"
      ],
      "nice_to_have": [
        "visual testing",
        "non-destructive testing (liquid penetrant inspection)",
        "sealants process",
        "sheet metal structures maintenance",
        "non-destructive testing (magnetic particle inspection)",
        "aerospace heat treatment process",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "aircraft electrical equipment and accessories maintenance",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "engine cleaning",
        "engine component parts inspection",
        "engine disassembly and assembly",
        "engine rigging and de-rigging",
        "engines and components handling, inspection and packing",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "mathematical concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (engineering train)": {
      "role_name": "senior technician (engineering train)",
      "total_skills": 24,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "robotics and automation application",
        "report writing",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "locomotive maintenance"
      ],
      "nice_to_have": [
        "multi-function vehicle maintenance",
        "rail grinding vehicle maintenance",
        "heavy crane vehicle maintenance",
        "equipment maintenance and housekeeping",
        "track tamping vehicle maintenance",
        "wagon maintenance",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "rail regulatory compliance",
        "workplace and facilities safety management",
        "internet of things application",
        "heavy lifting machinery operation",
        "engineering train and rolling stock operation",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (manufacturing)": {
      "role_name": "senior technician (manufacturing)",
      "total_skills": 46,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "manufacturing process management",
        "machining",
        "continuous process improvement",
        "lean manufacturing",
        "laser and optics application",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "material joining",
        "augmented reality application",
        "cutting",
        "computer-aided manufacturing",
        "automated system design"
      ],
      "nice_to_have": [
        "engine cleaning",
        "non-metallic materials manufacturing",
        "welding process",
        "visual testing",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "sealants process",
        "aviation legislation compliance",
        "production line set-up",
        "chemical processing",
        "physics concepts application",
        "non-metallic materials testing",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (vibration analysis)",
        "human factors application and error management",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (magnetic particle inspection)",
        "non-destructive testing (liquid penetrant inspection)",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "mathematical concepts application",
        "aerospace heat treatment process",
        "coating",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "internet of things implementation",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (mechanical and electrical)": {
      "role_name": "senior technician (mechanical and electrical)",
      "total_skills": 25,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "drainage, plumbing and sanitary systems maintenance",
        "maintenance scheduling",
        "equipment maintenance and housekeeping"
      ],
      "nice_to_have": [
        "platform screen door maintenance",
        "fire protection systems maintenance",
        "escalator and travelator maintenance",
        "station air-conditioning systems maintenance",
        "lift systems maintenance",
        "ventilation system maintenance",
        "work at heights",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "internet of things application",
        "workplace and facilities safety management",
        "track access management",
        "rail regulatory compliance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (mechanical)": {
      "role_name": "senior technician (mechanical)",
      "total_skills": 42,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination",
        "precision measurement",
        "automated system design",
        "augmented reality application",
        "physics concepts application",
        "non-metallic materials testing",
        "non-destructive testing (vibration analysis)",
        "non-destructive testing (ultrasonic inspection)",
        "aerospace maintenance practices application",
        "sealants process",
        "non-destructive testing (magnetic particle inspection)",
        "sheet metal structures maintenance"
      ],
      "nice_to_have": [
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "visual testing",
        "welding process",
        "non-destructive testing (radiographic inspection)",
        "mathematical concepts application",
        "non-destructive testing (liquid penetrant inspection)",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "aircraft cabin equipment and furnishing maintenance",
        "internet of things implementation",
        "human factors application and error management",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "elastomer seals application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "airframe systems maintenance",
        "aircraft fuel and engine systems maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (permanent way and civil structure)": {
      "role_name": "senior technician (permanent way and civil structure)",
      "total_skills": 23,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "civil structure maintenance"
      ],
      "nice_to_have": [
        "maintenance scheduling",
        "rail track inspection",
        "rail track maintenance",
        "third rail maintenance",
        "equipment maintenance and housekeeping",
        "work at heights",
        "rail regulatory compliance",
        "internet of things application",
        "track access management",
        "workplace and facilities safety management",
        "engineering train and rolling stock operation",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (power)": {
      "role_name": "senior technician (power)",
      "total_skills": 24,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "battery and battery charger maintenance",
        "work at heights",
        "uninterruptible power supply system maintenance"
      ],
      "nice_to_have": [
        "transformer maintenance",
        "traction power system maintenance",
        "22kv switchgear systems maintenance",
        "overhead catenary system maintenance",
        "low voltage switchboard maintenance",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "equipment maintenance and housekeeping",
        "rail regulatory compliance",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (rolling stock)": {
      "role_name": "senior technician (rolling stock)",
      "total_skills": 26,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "report writing",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "rolling stock propulsion systems maintenance",
        "rolling stock power systems maintenance"
      ],
      "nice_to_have": [
        "rolling stock on-board control and communication systems maintenance",
        "rolling stock car body maintenance",
        "rolling stock brake systems maintenance",
        "rolling stock bogie maintenance",
        "rolling stock auxiliary systems maintenance",
        "rolling stock air-conditioning and ventilation systems maintenance",
        "equipment maintenance and housekeeping",
        "rail regulatory compliance",
        "internet of things application",
        "heavy lifting machinery operation",
        "workplace and facilities safety management",
        "engineering train and rolling stock operation",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician (signal and communications)": {
      "role_name": "senior technician (signal and communications)",
      "total_skills": 31,
      "core_skills": [
        "learning and development",
        "data and statistical analytics",
        "vendor management",
        "workplace safety and health culture development",
        "report writing",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "maintenance scheduling",
        "communication auxiliary systems maintenance",
        "supervisory control and data acquisition system maintenance",
        "work at heights",
        "video surveillance system maintenance",
        "travel information system maintenance",
        "trainborne automatic train control equipment maintenance"
      ],
      "nice_to_have": [
        "train supervisory system maintenance",
        "trackside automatic train control equipment maintenance",
        "signal interlocking systems maintenance",
        "signalling auxiliary devices and equipment maintenance",
        "communication backbone system maintenance",
        "radio system maintenance",
        "network systems maintenance",
        "equipment maintenance and housekeeping",
        "emergency and security communication systems maintenance",
        "communication power system maintenance",
        "rail regulatory compliance",
        "internet of things application",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior technician / technician": {
      "role_name": "senior technician / technician",
      "total_skills": 5,
      "core_skills": [
        "service excellence"
      ],
      "nice_to_have": [
        "cyber security",
        "work at heights",
        "innovation",
        "port equipment maintenance"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior therapy assistant": {
      "role_name": "senior therapy assistant",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "audit management"
      ],
      "nice_to_have": [
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "reflective practice",
        "strategy execution",
        "professional, legal and ethical healthcare practice",
        "inventory control and equipment maintenance in rehabilitation care",
        "management of stakeholders",
        "intervention implementation in therapy support",
        "infection control",
        "client education in therapy support",
        "client assessment in therapy support",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior trade finance analyst / trade finance analyst": {
      "role_name": "senior trade finance analyst / trade finance analyst",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "business planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "conflict management",
        "business performance management",
        "systems thinking application",
        "import and export documentation administration",
        "effectiveness management",
        "international trade legislation compliance",
        "data mining and modelling",
        "cash flow reporting",
        "technology integration",
        "resource management",
        "trade finance management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior train captain / train captain": {
      "role_name": "senior train captain / train captain",
      "total_skills": 12,
      "core_skills": [
        "innovation management",
        "service excellence"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "civil emergency management",
        "health and fatigue risk management",
        "passenger train operations",
        "rail emergency response management",
        "rail incident management",
        "rail regulatory compliance",
        "security management",
        "workplace and facilities safety management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior treasury analyst / treasury analyst": {
      "role_name": "senior treasury analyst / treasury analyst",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "business planning"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "conflict management",
        "business performance management",
        "systems thinking application",
        "data mining and modelling",
        "effectiveness management",
        "technology integration",
        "treasury management",
        "market risk management",
        "resource management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior vessel operator / vessel operator": {
      "role_name": "senior vessel operator / vessel operator",
      "total_skills": 12,
      "core_skills": [
        "budgeting",
        "financial management",
        "financial analysis",
        "networking"
      ],
      "nice_to_have": [
        "business data analysis",
        "cash flow reporting",
        "technology integration",
        "cyber security",
        "cargo loading and unloading",
        "documentation and administration",
        "innovation",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior vice president / vice president / assistant vice president": {
      "role_name": "senior vice president / vice president / assistant vice president",
      "total_skills": 12,
      "core_skills": [
        "innovation management",
        "change management",
        "business negotiation"
      ],
      "nice_to_have": [
        "corporate governance",
        "internet of things management",
        "data synthesis",
        "conflict resolution",
        "cloud computing application",
        "financial budgeting",
        "staff performance management",
        "technology infrastructure management and integration",
        "project coordination"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior workplace safety and health officer": {
      "role_name": "senior workplace safety and health officer",
      "total_skills": 46,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "emergency response management",
        "market research",
        "workplace safety and health performance management",
        "crisis management",
        "internet of things management",
        "workplace safety and health system management",
        "workplace safety and health policy development"
      ],
      "nice_to_have": [
        "business presentation delivery",
        "corporate governance",
        "risk management",
        "technology application",
        "strategy development",
        "technical writing",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "data synthesis",
        "staff performance management",
        "financial budgeting",
        "financial planning",
        "conflict resolution",
        "programme management",
        "technical inspection",
        "technology infrastructure management and integration",
        "behavioural safety management",
        "quality systems management",
        "operational risk management",
        "manpower forecasting",
        "cloud computing application",
        "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
        "hazards identification",
        "workplace safety and health management in service industry",
        "workplace safety and health management in marine industry",
        "workplace safety and health management in manufacturing industry",
        "workplace safety and health management in construction industry",
        "project coordination",
        "organisational performance management",
        "workplace safety and health culture management",
        "human factors in job design",
        "workplace safety and health control measures",
        "workplace safety and health business case development",
        "workplace safety and health audit system management",
        "workplace safety and health incident management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior workshop engineer": {
      "role_name": "senior workshop engineer",
      "total_skills": 52,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "business continuity planning",
        "business opportunities development",
        "knowledge management",
        "business performance management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "green manufacturing design and implementation",
        "continuous process improvement",
        "artificial intelligence application",
        "carbon footprint management",
        "maintenance coordination",
        "big data analytics",
        "augmented reality application",
        "non-metallic materials testing",
        "piston engine principles application",
        "welding process",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "predictive maintenance",
        "sealants process",
        "propeller principles application",
        "propulsion principles application",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "physics concepts application",
        "aerodynamics principles application",
        "mathematical concepts application",
        "elastomer seals application",
        "aerospace materials and hardware selection",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "composite structures design and maintenance",
        "digital techniques application",
        "electrical fundamentals application",
        "maintenance organisation structure management",
        "electronic fundamentals application",
        "engineering problem solving",
        "gas turbine engine principles application",
        "aerospace maintenance practices application",
        "human factors application and error management",
        "internet of things implementation",
        "helicopter aerodynamics, structures and systems principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "senior youth worker": {
      "role_name": "senior youth worker",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "youth development",
        "trends evaluation and application",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "mentoring for youths",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "youth outreach"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "server / service crew / runner": {
      "role_name": "server / service crew / runner",
      "total_skills": 15,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "customer data analysis",
        "customer service excellence"
      ],
      "nice_to_have": [
        "food and beverage equipment maintenance",
        "food and beverage inventory management",
        "food and beverage service",
        "food waste disposal and reduction",
        "halal certification compliance for food and beverages operations",
        "legislative and regulatory compliance",
        "productivity optimisation for food and beverages operations",
        "system and work process improvement",
        "technology application and implementation",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "service operations manager / duty operations manager": {
      "role_name": "service operations manager / duty operations manager",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "service excellence"
      ],
      "nice_to_have": [
        "continuous improvement management",
        "workplace safety and health culture development",
        "report writing",
        "people development",
        "staff performance management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace and facilities safety management",
        "train station operations management",
        "train fare and ticket management",
        "rail regulatory compliance",
        "security management",
        "civil emergency management",
        "rail operations enhancement management",
        "rail incident management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "crowd management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "set designer": {
      "role_name": "set designer",
      "total_skills": 10,
      "core_skills": [
        "project management",
        "business negotiation"
      ],
      "nice_to_have": [
        "production design",
        "prop design",
        "set construction",
        "set design",
        "visual style development",
        "concept creation for production design",
        "production quality management",
        "risk assessment for production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "set designer (set decoration, props management)": {
      "role_name": "set designer (set decoration, props management)",
      "total_skills": 8,
      "core_skills": [
        "workplace safety and health",
        "procurement for production operations",
        "production budget management",
        "production design"
      ],
      "nice_to_have": [
        "prop design",
        "set construction",
        "set design",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ship agency manager": {
      "role_name": "ship agency manager",
      "total_skills": 19,
      "core_skills": [
        "budgeting",
        "financial management",
        "business planning",
        "service excellence",
        "financial analysis",
        "risk compliance and governance",
        "networking"
      ],
      "nice_to_have": [
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "documentation and administration",
        "cargo loading and unloading",
        "port call planning",
        "claims processing",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ship agent / boarding officer": {
      "role_name": "ship agent / boarding officer",
      "total_skills": 13,
      "core_skills": [
        "business planning",
        "service excellence",
        "networking",
        "business data analysis"
      ],
      "nice_to_have": [
        "technology integration",
        "cyber security",
        "proposal writing",
        "resource management",
        "cargo loading and unloading",
        "claims processing",
        "documentation and administration",
        "innovation",
        "port call planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ship captain / chief mate": {
      "role_name": "ship captain / chief mate",
      "total_skills": 11,
      "core_skills": [
        "cyber security",
        "cargo handling and stowage",
        "fire prevention and fire-fighting",
        "navigation and position determination",
        "navigation watch",
        "personal survival techniques",
        "propulsion, plant and machinery"
      ],
      "nice_to_have": [
        "search and rescue operations",
        "ship medical care",
        "ship security",
        "survival craft and rescue boats"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "shipping analyst": {
      "role_name": "shipping analyst",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "demand analysis",
        "market profiling",
        "business data analysis",
        "business presentation delivery",
        "benchmarking",
        "data mining and modelling",
        "technology integration",
        "cyber security",
        "risk control and response planning",
        "innovation",
        "solution design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "shipping specialist / import export specialist / freight executive": {
      "role_name": "shipping specialist / import export specialist / freight executive",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business continuity management",
        "financial management"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "cargo tracking system administration",
        "import and export documentation administration",
        "international trade legislation compliance",
        "risk management and administration",
        "bulk cargo administration",
        "cargo issuance and dispatch",
        "customer management",
        "freight and cargo claim administration",
        "cargo and receipt inspection",
        "logistics process quality management",
        "pricing for cargo services and operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "site director / head": {
      "role_name": "site director / head",
      "total_skills": 13,
      "core_skills": [
        "innovation management",
        "change management",
        "budgeting",
        "business continuity management",
        "business planning"
      ],
      "nice_to_have": [
        "business performance management",
        "risk management",
        "strategy development",
        "good manufacturing practices implementation",
        "business networking",
        "conflict resolution",
        "technical presentation",
        "continuous improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "site reliability engineer": {
      "role_name": "site reliability engineer",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "change management",
        "performance management",
        "partnership management",
        "business environment analysis",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "product management",
        "process improvement and optimisation",
        "test planning",
        "infrastructure support",
        "software configuration",
        "software testing",
        "applications integration",
        "disaster recovery management",
        "network security",
        "applications development",
        "cyber and data breach incident management",
        "problem management",
        "continuous integration and continuous deployment",
        "cloud computing",
        "quality standards",
        "security administration",
        "service level management",
        "agile software development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "site reliability engineering manager": {
      "role_name": "site reliability engineering manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "change management",
        "learning and development",
        "budgeting",
        "performance management",
        "manpower planning",
        "partnership management",
        "project feasibility assessment",
        "business environment analysis"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "test planning",
        "product management",
        "process improvement and optimisation",
        "infrastructure support",
        "agile software development",
        "people and performance management",
        "software configuration",
        "applications integration",
        "quality standards",
        "security administration",
        "service level management",
        "agile coaching",
        "problem management",
        "disaster recovery management",
        "cyber and data breach incident management",
        "continuous integration and continuous deployment",
        "cloud computing",
        "applications development",
        "network security"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "site supervisor / trade supervisor / project coordinator": {
      "role_name": "site supervisor / trade supervisor / project coordinator",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "asset management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "quality system management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "equipment and systems testing",
        "technical inspection",
        "building information modelling application",
        "technical writing",
        "value engineering",
        "transportation route and schedule planning",
        "critical thinking",
        "site assessment and analysis",
        "project risk management",
        "design for safety",
        "equipment and systems installation and commissioning management",
        "green building strategy implementation",
        "design for maintainability",
        "regulatory submission and clearance",
        "design for manufacturing and assembly",
        "construction technology",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "social service assistant": {
      "role_name": "social service assistant",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "conflict management",
        "resilience and self-care"
      ],
      "nice_to_have": [
        "intervention implementation",
        "care assistance",
        "volunteer programme management",
        "volunteer programme evaluation",
        "support service to seniors",
        "support service to persons with disabilities",
        "support service to children and youths",
        "social service programme evaluation",
        "social service programme implementation",
        "client supervision",
        "social service programme development",
        "reflexive practice",
        "ethics, values and legislation",
        "diversity awareness and management",
        "volunteer recruitment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "social work associate": {
      "role_name": "social work associate",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "emergency response and crisis management",
        "case and care planning"
      ],
      "nice_to_have": [
        "group work intervention",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "reflexive practice",
        "group work evaluation",
        "casework evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "social worker": {
      "role_name": "social worker",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "research data collection and management",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "trends evaluation and application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "software architect": {
      "role_name": "software architect",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business environment analysis",
        "emerging technology synthesis",
        "networking",
        "business risk management"
      ],
      "nice_to_have": [
        "product management",
        "test planning",
        "business innovation",
        "business needs analysis",
        "system integration",
        "business requirements mapping",
        "infrastructure design",
        "applications integration",
        "embedded systems interface design",
        "enterprise architecture",
        "data design",
        "quality standards",
        "security architecture",
        "software design",
        "software testing",
        "solution architecture",
        "applications development",
        "agile software development",
        "cloud computing",
        "continuous integration and continuous deployment",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "software engineer": {
      "role_name": "software engineer",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "performance management",
        "business environment analysis"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "test planning",
        "product management",
        "user interface design",
        "business risk management",
        "business requirements mapping",
        "business needs analysis",
        "database administration",
        "applications integration",
        "software configuration",
        "software testing",
        "system integration",
        "data design",
        "configuration tracking",
        "problem management",
        "quality standards",
        "software design",
        "solution architecture",
        "applications support and enhancement",
        "applications development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "software engineering manager": {
      "role_name": "software engineering manager",
      "total_skills": 41,
      "core_skills": [
        "stakeholder management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "performance management",
        "manpower planning",
        "business performance management",
        "vendor management",
        "test planning",
        "business environment analysis",
        "project feasibility assessment",
        "emerging technology synthesis"
      ],
      "nice_to_have": [
        "organisational analysis",
        "networking",
        "user interface design",
        "business risk management",
        "product management",
        "business innovation",
        "strategy planning",
        "business requirements mapping",
        "business needs analysis",
        "system integration",
        "software testing",
        "people and performance management",
        "strategy implementation",
        "applications integration",
        "software configuration",
        "data design",
        "applications development",
        "quality standards",
        "software design",
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        "electrical maintenance management",
        "instrumentation and control maintenance management",
        "distributed generation system performance monitoring management",
        "mechanical maintenance management",
        "autonomous systems technology application",
        "operational technology security design",
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        "operational technology security audit management"
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        "electrical field maintenance management",
        "mechanical field maintenance management",
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        "safe system of work development and implementation",
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        "corrective maintenance management",
        "cyber incident management",
        "distributed generation system performance monitoring management",
        "instrumentation and control maintenance management",
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        "technical report writing",
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        "people capability development",
        "permit management",
        "product and pricing analysis",
        "sales and business development",
        "sales strategy development",
        "solar photovoltaic project financing and risk analysis",
        "business-to-business customer relationship management",
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        "safe system of work development and implementation",
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        "distributed generation system performance monitoring management",
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        "battery systems design management",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "permit management",
        "electrical maintenance management",
        "people capability development",
        "operational technology security design",
        "operational technology security audit management",
        "autonomous systems technology application",
        "cyber incident management",
        "instrumentation and control maintenance management",
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        "mechanical maintenance management"
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        "staff training facilitation"
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        "business stakeholder management",
        "equipment and systems installation and commissioning management",
        "solar photovoltaic systems designs",
        "technical report writing",
        "battery systems design management",
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    },
    "solar pv project development site supervisor": {
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        "regulatory compliance"
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        "equipment and systems installation and commissioning management",
        "solar photovoltaic systems designs",
        "technical report writing",
        "business intelligence and data analytics",
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        "permit management",
        "technology and systems application"
      ],
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    },
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        "business performance management",
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        "business environment analysis",
        "project feasibility assessment",
        "organisational analysis",
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        "emerging technology synthesis"
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        "business needs analysis",
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        "organisational design",
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        "system integration",
        "agile software development",
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        "embedded systems interface design",
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    },
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      "nice_to_have": [
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        "sound recording operations",
        "concept creation for production design",
        "production quality management",
        "technical sound design"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "sound editor / sound engineer": {
      "role_name": "sound editor / sound engineer",
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      "nice_to_have": [
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        "sound editing",
        "sound mixing"
      ],
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    },
    "sound recordist": {
      "role_name": "sound recordist",
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        "procurement for production operations",
        "production budget management"
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      "nice_to_have": [
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        "production operations",
        "sound editing",
        "sound mixing",
        "talent casting"
      ],
      "industries": [],
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    },
    "special care oral health therapist": {
      "role_name": "special care oral health therapist",
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        "dental inventory maintenance and management",
        "infection control"
      ],
      "nice_to_have": [
        "treatment implementation in oral health therapy"
      ],
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    },
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        "performance management",
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        "technology application",
        "systems thinking",
        "emerging technology synthesis"
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        "business process re-engineering",
        "systems integration",
        "programming and coding",
        "business risk management",
        "people management",
        "technical drawing",
        "building information modelling application",
        "business needs analysis",
        "research and information synthesis",
        "augmented reality application",
        "data collection and analysis",
        "applications integration",
        "critical thinking",
        "construction technology",
        "integrated digital delivery application",
        "application support and enhancement",
        "design for manufacturing and assembly",
        "common data environment management"
      ],
      "industries": [],
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    },
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        "project management",
        "continuous improvement management",
        "performance management",
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        "workplace safety and health",
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        "learning needs analysis",
        "reflective practice",
        "professional consultation"
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        "programme delivery",
        "programme design",
        "programme evaluation",
        "analysis of research data",
        "research proposal development",
        "scientific writing and communication",
        "strategy execution",
        "therapeutic equipment prescription in speech therapy",
        "therapy discharge planning",
        "therapy intervention evaluation",
        "therapy intervention implementation",
        "workforce planning",
        "service quality management",
        "management of stakeholders",
        "inventory management in rehabilitation therapy",
        "intervention planning in speech therapy",
        "client advocacy",
        "client assessment for speech therapy",
        "client education in rehabilitation therapy",
        "clinical governance",
        "clinical records documentation and management",
        "clinical services development",
        "clinical teaching and supervision",
        "data collection and management",
        "department financial management",
        "effective client communication",
        "group therapy planning and implementation",
        "health promotion",
        "individual and cultural diversity",
        "infection control",
        "inter-professional collaboration",
        "workplace violence"
      ],
      "industries": [],
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    "sponsorship director": {
      "role_name": "sponsorship director",
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        "business negotiation",
        "budgeting",
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        "continuous improvement management",
        "service excellence"
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        "strategy planning",
        "networking",
        "systems thinking application",
        "business data analysis",
        "succession planning",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "sponsorship management",
        "technology scanning",
        "employee and labour relations",
        "tourism and economic development"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "sponsorship executive": {
      "role_name": "sponsorship executive",
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        "market research",
        "budgeting",
        "continuous improvement management"
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        "technology application",
        "business data analysis",
        "strategy implementation",
        "systems thinking application",
        "data mining and modelling",
        "proposal writing",
        "sponsorship management",
        "technology scanning",
        "tourism and economic development"
      ],
      "industries": [],
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    },
    "sponsorship manager": {
      "role_name": "sponsorship manager",
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        "business negotiation",
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        "service excellence",
        "continuous improvement management",
        "corporate governance"
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      "nice_to_have": [
        "strategy planning",
        "technology application",
        "networking",
        "business data analysis",
        "strategy implementation",
        "systems thinking application",
        "organisational vision, mission and values formulation",
        "productivity improvement",
        "succession planning",
        "sponsorship management",
        "technology scanning",
        "tourism and economic development"
      ],
      "industries": [],
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    },
    "staff engineer / senior staff engineer": {
      "role_name": "staff engineer / senior staff engineer",
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        "innovation management",
        "change management",
        "learning and development",
        "business planning",
        "conflict management"
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        "organisational analysis",
        "data synthesis",
        "risk appetite and goals setting",
        "workplace safety and health system management",
        "effectiveness management",
        "manufacturing process design",
        "organisational strategising",
        "quality systems management",
        "crisis situations management"
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      "industries": [],
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    },
    "staff nurse": {
      "role_name": "staff nurse",
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        "change management",
        "workplace safety and health",
        "emergency response and crisis management",
        "nursing manpower planning",
        "service quality management",
        "respiratory care in nursing",
        "quality improvement and safe practices",
        "programme delivery",
        "professional, legal and ethical healthcare practice",
        "patient empowerment on self-care",
        "patient care delivery in nursing",
        "nutrition and fluids management in nursing"
      ],
      "nice_to_have": [
        "nursing research and statistics",
        "nursing productivity and innovation",
        "nursing care for the deceased",
        "clinical governance",
        "mobility and ambulation assistance in nursing",
        "medication management in nursing",
        "learner assessments",
        "inter-professional collaboration",
        "infection prevention and control in nursing practice",
        "health education programme development and implementation",
        "emergency care management in nursing",
        "effective communication in nursing",
        "clinical teaching and supervision",
        "clinical services development",
        "wound management in nursing"
      ],
      "industries": [],
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    },
    "stage manager": {
      "role_name": "stage manager",
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        "production planning and scheduling"
      ],
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        "workplace safety and health",
        "production budget management",
        "costume design and creation",
        "performing arts production operations",
        "production quality management",
        "props management",
        "rehearsal management",
        "risk assessment for production"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "station operations manager": {
      "role_name": "station operations manager",
      "total_skills": 24,
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        "stakeholder management",
        "innovation management",
        "budgeting",
        "continuous improvement management",
        "business continuity planning",
        "service excellence"
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        "strategy planning",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "security management",
        "workplace and facilities safety management",
        "train station operations management",
        "rail incident management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "crowd management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
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    },
    "steersman": {
      "role_name": "steersman",
      "total_skills": 9,
      "core_skills": [
        "cyber security",
        "chartwork",
        "fire prevention and fire-fighting",
        "personal survival techniques",
        "ship medical care",
        "ship mooring, anchoring and securing operations"
      ],
      "nice_to_have": [
        "ship security",
        "steering and helmsmanship",
        "survival craft and rescue boats"
      ],
      "industries": [],
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    },
    "store assistant": {
      "role_name": "store assistant",
      "total_skills": 8,
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        "knowledge management",
        "quality system management",
        "workplace safety and health framework development and implementation"
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      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "warehouse inventory control and audit",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
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    },
    "store manager / outlet manager": {
      "role_name": "store manager / outlet manager",
      "total_skills": 58,
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        "business continuity management",
        "data analytics",
        "business opportunities development",
        "crisis management",
        "service excellence",
        "conflict management",
        "corporate governance",
        "customer experience management",
        "business environment analysis",
        "report writing",
        "sales target management",
        "financial analysis",
        "intellectual property management",
        "workplace safety and health",
        "systems thinking application",
        "business risk assessment",
        "people and relationship management"
      ],
      "nice_to_have": [
        "staff training facilitation",
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        "vision leadership",
        "inventory control",
        "productivity improvement",
        "service leadership",
        "service innovation",
        "service information and results",
        "workplace first-aid",
        "policy implementation and revision",
        "people development",
        "service planning and implementation",
        "organisational relationship building",
        "customer relationship management operations",
        "organisational alignment and interdependency analysis",
        "financial budget planning and management",
        "business operational planning",
        "workplace communications",
        "workforce diversity and harmony",
        "compliance with legal regulations",
        "customer experience innovation",
        "store security policy",
        "store facilities and housekeeping",
        "customer loyalty",
        "data-mining and modelling",
        "drive productivity and innovation",
        "food and beverage safety and hygiene",
        "personal effectiveness",
        "functional analysis",
        "idea generation and selection",
        "interviewing",
        "retailing and the economy",
        "retail administration",
        "manage change",
        "products and services promotions",
        "order fulfilment and returns processing",
        "process improvement",
        "problem identification",
        "organisation evaluation for business excellence",
        "adapt to change"
      ],
      "industries": [],
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    },
    "stowage manager / senior stowage planner": {
      "role_name": "stowage manager / senior stowage planner",
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        "process improvement and optimisation",
        "quality assurance"
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        "international trade legislation compliance",
        "bulk cargo administration",
        "cyber security",
        "dangerous goods management",
        "resource management",
        "cargo handling and stowage",
        "documentation and administration",
        "logistics operations research and planning",
        "ship operations",
        "stowage load planning",
        "time-sensitive cargo delivery management"
      ],
      "industries": [],
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    },
    "stowage planner / stowage coordinator": {
      "role_name": "stowage planner / stowage coordinator",
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        "quality assurance",
        "international trade legislation compliance"
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        "dangerous goods management",
        "resource management",
        "cargo handling and stowage",
        "documentation and administration",
        "logistics operations research and planning",
        "ship operations",
        "stowage load planning",
        "time-sensitive cargo delivery management"
      ],
      "industries": [],
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    },
    "strategist / business designer": {
      "role_name": "strategist / business designer",
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        "change management",
        "market research",
        "business negotiation",
        "business opportunities development",
        "systems thinking"
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        "product management",
        "design thinking practice",
        "intellectual property management",
        "business risk management",
        "business presentation delivery",
        "creative entrepreneurship",
        "conceptual thinking",
        "data analysis and interpretation",
        "imagination and exploration",
        "critical thinking",
        "scenario and strategic planning",
        "proposal writing development",
        "behavioural economics in design",
        "facilitation",
        "empathetic design",
        "business model innovation",
        "cultural sensitivity for design",
        "data and information visualisation"
      ],
      "industries": [],
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    },
    "strategy & governance director / assistant director": {
      "role_name": "strategy & governance director / assistant director",
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        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "financial management",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "data analytics",
        "manpower planning",
        "corporate governance",
        "strategy planning",
        "risk management",
        "partnership management",
        "knowledge management"
      ],
      "nice_to_have": [
        "project feasibility assessment",
        "vendor management",
        "business environment analysis",
        "contract development and management",
        "data governance",
        "networking",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "disruption management",
        "data mining and modelling",
        "business relationship building",
        "vision leadership",
        "internal controls",
        "organisation and board relationship",
        "people and performance management",
        "emerging technology",
        "effective board member",
        "proposal writing",
        "management decision making",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "technology adoption and innovation",
        "business innovation and improvement"
      ],
      "industries": [],
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    },
    "strategy & governance manager / assistant manager": {
      "role_name": "strategy & governance manager / assistant manager",
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        "project management",
        "business negotiation",
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        "financial management",
        "data analytics",
        "business continuity planning",
        "business opportunities development",
        "continuous improvement management",
        "corporate governance",
        "strategy planning",
        "manpower planning",
        "risk management",
        "knowledge management"
      ],
      "nice_to_have": [
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        "vendor management",
        "business environment analysis",
        "project feasibility assessment",
        "networking",
        "contract development and management",
        "data governance",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "data mining and modelling",
        "business relationship building",
        "vision leadership",
        "internal controls",
        "people and performance management",
        "proposal writing",
        "emerging technology",
        "management decision making",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "technology adoption and innovation",
        "business innovation and improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "strategy & governance senior executive / executive": {
      "role_name": "strategy & governance senior executive / executive",
      "total_skills": 32,
      "core_skills": [
        "stakeholder management",
        "project management",
        "business negotiation",
        "budgeting",
        "continuous improvement management",
        "business continuity planning",
        "business opportunities development",
        "data analytics",
        "corporate governance",
        "strategy planning",
        "risk management",
        "knowledge management",
        "partnership management"
      ],
      "nice_to_have": [
        "vendor management",
        "business environment analysis",
        "project feasibility assessment",
        "contract development and management",
        "networking",
        "data governance",
        "strategy implementation",
        "workplace safety and health",
        "business presentation delivery",
        "data mining and modelling",
        "business relationship building",
        "internal controls",
        "proposal writing",
        "emerging technology",
        "management decision making",
        "legal compliance management",
        "industry knowledge, research and analysis",
        "technology adoption and innovation",
        "business innovation and improvement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "studio director / outside broadcast director": {
      "role_name": "studio director / outside broadcast director",
      "total_skills": 12,
      "core_skills": [
        "workplace safety and health",
        "media file formats conformation",
        "production team and crew selection",
        "video editing",
        "vision mixing",
        "concept creation"
      ],
      "nice_to_have": [
        "creative storytelling",
        "direction",
        "scriptwriting",
        "storyboarding",
        "studio graphics operations",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "studio technical director": {
      "role_name": "studio technical director",
      "total_skills": 9,
      "core_skills": [
        "emergency response management",
        "contract and vendor management",
        "production planning and scheduling"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "media law and compliance",
        "procurement for production operations",
        "production budget management",
        "production operations",
        "studio technical production"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "superintendent": {
      "role_name": "superintendent",
      "total_skills": 58,
      "core_skills": [
        "innovation management",
        "change management",
        "internet of things management",
        "emergency response management",
        "learning and development",
        "business continuity management",
        "crisis management",
        "continuous improvement management",
        "data and statistical analytics",
        "enterprise risk management",
        "report writing",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "robotic and automation technology application",
        "production planning and scheduling",
        "environmental management system framework development and implementation",
        "production planning",
        "good manufacturing practices implementation",
        "workplace safety and health system management",
        "data synthesis"
      ],
      "nice_to_have": [
        "staff management",
        "procurement management",
        "organisational resource management",
        "third party management",
        "yield analysis",
        "continuous process improvement",
        "hazards and risk control, and policy management",
        "data analytics system design",
        "effectiveness management",
        "quality systems management",
        "engineering project management",
        "workplace safety and health practices implementation",
        "technical report writing",
        "safe system of work development and implementation",
        "engineering management of change",
        "production shut-down and re-start",
        "production resource management",
        "process control",
        "process unit and utilities operations management",
        "process operations troubleshooting",
        "production performance management",
        "factory system management",
        "technical presentations",
        "incident investigation management",
        "plant turnaround management",
        "workplace safety and health hazard identification and risk control management",
        "control room operations management",
        "training, coaching and assessment management",
        "process equipment preparation for mechanical work",
        "standard operating procedure development and implementation",
        "process plant and equipment integrity management",
        "staff development management",
        "solutioning",
        "process safety management framework development and implementation",
        "emergency management",
        "operations reporting protocol application",
        "feedstock and product transfer operations management",
        "operation management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervising sound editor (sound mixing)": {
      "role_name": "supervising sound editor (sound mixing)",
      "total_skills": 7,
      "core_skills": [
        "production budget management",
        "production team and crew selection",
        "sound design and creation"
      ],
      "nice_to_have": [
        "sound mixing",
        "production operations",
        "sound editing",
        "talent casting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (baggage services)": {
      "role_name": "supervisor (baggage services)",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "dangerous goods management",
        "standard operating procedures development",
        "accident and incident response management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "baggage services management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "baggage security screening operations",
        "baggage lost and found operations",
        "baggage handling operations",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (cargo)": {
      "role_name": "supervisor (cargo)",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "import and export documentation administration",
        "accident and incident response management",
        "standard operating procedures development",
        "cargo receipt and inspection",
        "dangerous goods management",
        "internet of things application",
        "international air transport association safety audit for ground operations implementation",
        "inclement weather operations and planning",
        "human factors management",
        "human-robot collaboration",
        "air cargo operations management",
        "hazard and risk control and policy management",
        "ground handling services and operations management",
        "cargo warehousing operations",
        "cargo transit and transhipment management",
        "cargo tracking systems administration",
        "cargo load planning",
        "aircraft turnaround coordination",
        "unit load devices operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (flight control) / supervisor (crew scheduling)": {
      "role_name": "supervisor (flight control) / supervisor (crew scheduling)",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "data analytics",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "crisis communication and media management",
        "human factors management",
        "inclement weather operations and planning",
        "aircraft performance management",
        "flight watching and flight following",
        "airline crew scheduling",
        "flight performance data calculation",
        "flight disruptions and irregular operations management",
        "flight dispatch",
        "airport operations management",
        "airline operations management",
        "flight planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (flight operations)": {
      "role_name": "supervisor (flight operations)",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft performance management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "flight watching and flight following",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight planning",
        "flight dispatch",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (ground services)": {
      "role_name": "supervisor (ground services)",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "data analytics"
      ],
      "nice_to_have": [
        "business development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "crisis communication and media management",
        "customer service delivery",
        "aircraft turnaround coordination",
        "ground services training delivery",
        "human factors management",
        "internet of things application",
        "behavioural analysis and predictive screening",
        "airport operations management",
        "service branding and coaching",
        "service level agreement management",
        "airline representation and station management",
        "airline operations management",
        "flight disruptions and irregular operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (load control)": {
      "role_name": "supervisor (load control)",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "hazard and risk control and policy management",
        "human factors management",
        "aircraft load planning",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "flight performance data calculation",
        "load control documentation",
        "aircraft weight and balance calculation",
        "aircraft turnaround coordination",
        "human-robot collaboration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (passenger services)": {
      "role_name": "supervisor (passenger services)",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "flight check-in operations",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "baggage lost and found operations",
        "inclement weather operations and planning",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "customer service delivery",
        "customer and passenger handling and care",
        "service branding and coaching",
        "behavioural analysis and predictive screening",
        "baggage services management",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (production / catering-cabin)": {
      "role_name": "supervisor (production / catering-cabin)",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development"
      ],
      "nice_to_have": [
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "food and beverage safety, hygiene and security",
        "food waste management",
        "ground handling services and operations management",
        "hazard and risk control and policy management",
        "aircraft turnaround coordination",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "food and beverage quality audit and assessment",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "kitchen production scheduling",
        "food and beverage quality assurance framework development",
        "cabin loading activities",
        "airside driving",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (ramp / technical ramp)": {
      "role_name": "supervisor (ramp / technical ramp)",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "ground handling services and operations management",
        "ground support equipment operations",
        "hazard and risk control and policy management",
        "aircraft movement management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "cargo loading and unloading administration",
        "baggage loading and unloading administration",
        "airside driving",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor (technical services)": {
      "role_name": "supervisor (technical services)",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "standard operating procedures development",
        "accident and incident response management",
        "dangerous goods management",
        "ground support equipment operations",
        "ground support equipment safety audit inspections",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "ground support equipment maintenance",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground support equipment failure analysis",
        "ground handling services and operations management",
        "airside driving",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor / chargehand / foreman": {
      "role_name": "supervisor / chargehand / foreman",
      "total_skills": 29,
      "core_skills": [
        "emergency response management",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "robotics and automation application",
        "incident and accident investigation",
        "additive manufacturing",
        "machining",
        "programme management",
        "technical writing",
        "technical inspection",
        "laser and optics application"
      ],
      "nice_to_have": [
        "structural testing",
        "value engineering",
        "surface preparation and protection",
        "quality systems management",
        "non-destructive testing",
        "marine equipment and system maintenance",
        "electrical testing",
        "marine auxiliary system maintenance",
        "commissioning coordination",
        "computer numeric control operations",
        "scaffolding",
        "lift planning and management",
        "launch planning and management",
        "joining and welding",
        "instrumentation and control system design",
        "installation planning and execution",
        "component assembly",
        "forming"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supervisor / production planner": {
      "role_name": "supervisor / production planner",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "emergency response management",
        "budgeting",
        "internet of things management",
        "workplace safety and health performance management",
        "strategy development"
      ],
      "nice_to_have": [
        "systems thinking",
        "data synthesis",
        "quality system management",
        "good manufacturing practices implementation",
        "hazards and risk control, and policy management",
        "technical presentation",
        "manufacturing process management",
        "green manufacturing design and implementation",
        "equipment maintenance",
        "continuous process improvement",
        "conflict resolution",
        "automation process control",
        "automated operation monitoring",
        "food safety management",
        "production performance management",
        "document control",
        "technical report writing",
        "active and smart packaging",
        "advanced processing technology",
        "food production management",
        "new product introduction for food"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "supply chain / commercial manager": {
      "role_name": "supply chain / commercial manager",
      "total_skills": 21,
      "core_skills": [
        "change management",
        "business continuity management",
        "continuous improvement management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "production planning and scheduling",
        "third party management"
      ],
      "nice_to_have": [
        "staff management",
        "procurement management",
        "organisational resource management",
        "plant economic modelling",
        "materials qualification",
        "business planning management",
        "organisational analysis management",
        "market demand and feedstock management",
        "staff development management",
        "strategy development and implementation management",
        "supply chain management",
        "business networking management",
        "training, coaching and assessment management",
        "budget management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sustainability / environment, social and governance analyst": {
      "role_name": "sustainability / environment, social and governance analyst",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "data analytics",
        "business environment analysis",
        "financial analysis"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "business risk assessment",
        "benchmarking",
        "auditing and assurance standards",
        "sustainability risk management",
        "sustainability reporting",
        "sustainability assurance",
        "risk analytics",
        "learning agility",
        "problem solving",
        "market research and analysis",
        "greenhouse gas accounting",
        "environment impact assessment",
        "communication",
        "collaboration",
        "climate reporting",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sustainability / environment, social and governance specialist": {
      "role_name": "sustainability / environment, social and governance specialist",
      "total_skills": 28,
      "core_skills": [
        "change management",
        "project management",
        "business continuity management",
        "data analytics",
        "corporate governance",
        "risk management",
        "financial analysis"
      ],
      "nice_to_have": [
        "benchmarking",
        "regulatory risk assessment",
        "internal controls",
        "audit compliance",
        "macroeconomic analysis",
        "audit and review management",
        "environment and social governance",
        "business acumen",
        "environment impact assessment",
        "greenhouse gas accounting",
        "communication",
        "learning agility",
        "collaboration",
        "climate reporting",
        "business process analysis",
        "risk advisory",
        "sense making",
        "sustainability assurance",
        "sustainability reporting",
        "sustainability risk management",
        "transdisciplinary thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "sysops engineer": {
      "role_name": "sysops engineer",
      "total_skills": 34,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "performance management",
        "vendor management",
        "business environment analysis",
        "emerging technology synthesis",
        "process improvement and optimisation",
        "business risk management",
        "business innovation"
      ],
      "nice_to_have": [
        "test planning",
        "infrastructure support",
        "business requirements mapping",
        "business needs analysis",
        "contract management",
        "network configuration",
        "software configuration",
        "network administration and maintenance",
        "infrastructure deployment",
        "infrastructure design",
        "applications integration",
        "applications development",
        "cyber and data breach incident management",
        "network security",
        "continuous integration and continuous deployment",
        "problem management",
        "configuration tracking",
        "procurement",
        "quality engineering",
        "security administration",
        "cloud computing",
        "solution architecture",
        "business agility",
        "agile coaching"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "systems support engineer": {
      "role_name": "systems support engineer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "project management",
        "learning and development",
        "performance management",
        "strategy implementation"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "infrastructure support",
        "business needs analysis",
        "system integration",
        "cyber and data breach incident management",
        "network administration and maintenance",
        "people and performance management",
        "security programme management",
        "service level management",
        "business continuity",
        "security administration",
        "procurement",
        "it asset management",
        "configuration tracking",
        "problem management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tax associate / tax executive": {
      "role_name": "tax associate / tax executive",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "corporate and business law",
        "accounting and tax systems",
        "digital technology environment scanning",
        "professional and business ethics",
        "tax advisory",
        "tax compliance",
        "tax controversy management",
        "tax risk management",
        "taxation laws",
        "transfer pricing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tax manager": {
      "role_name": "tax manager",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "business development",
        "corporate and business law",
        "accounting and tax systems",
        "digital technology adoption and innovation",
        "digital technology environment scanning",
        "professional and business ethics",
        "tax advisory",
        "tax compliance",
        "tax controversy management",
        "tax risk management",
        "taxation laws",
        "transfer pricing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tax partner / tax director / tax vice president / head of tax": {
      "role_name": "tax partner / tax director / tax vice president / head of tax",
      "total_skills": 13,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "business development",
        "corporate and business law",
        "accounting and tax systems",
        "digital technology adoption and innovation",
        "digital technology environment scanning",
        "professional and business ethics",
        "tax advisory",
        "tax compliance",
        "tax controversy management",
        "tax risk management",
        "taxation laws",
        "transfer pricing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tax senior / tax senior executive": {
      "role_name": "tax senior / tax senior executive",
      "total_skills": 11,
      "core_skills": [
        "stakeholder management"
      ],
      "nice_to_have": [
        "corporate and business law",
        "accounting and tax systems",
        "digital technology environment scanning",
        "professional and business ethics",
        "tax advisory",
        "tax compliance",
        "tax controversy management",
        "tax risk management",
        "taxation laws",
        "transfer pricing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "teacher aide": {
      "role_name": "teacher aide",
      "total_skills": 6,
      "core_skills": [],
      "nice_to_have": [
        "stakeholder management",
        "resilience and self-care",
        "diversity awareness and management",
        "ethics, values and legislation",
        "social service programme development",
        "social service programme implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical artist": {
      "role_name": "technical artist",
      "total_skills": 17,
      "core_skills": [
        "user experience design",
        "user interface design",
        "3d modelling",
        "research",
        "gameplay design",
        "surfacing and texturing",
        "rigging for animation",
        "level design"
      ],
      "nice_to_have": [
        "gameplay development",
        "2d animation",
        "3d animation",
        "game technical design",
        "game production optimisation",
        "game porting",
        "digital lighting",
        "compositing visuals",
        "game user interface development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical executive": {
      "role_name": "technical executive",
      "total_skills": 36,
      "core_skills": [
        "stakeholder management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "people management",
        "quality system management",
        "robotic and automation technology application",
        "incident and accident investigation"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "technical writing",
        "technical inspection",
        "procurement coordination and policy development",
        "value engineering",
        "drainage, plumbing and sanitary systems maintenance",
        "design for safety",
        "data collection and analysis",
        "inventory management",
        "project risk management",
        "civil structure maintenance",
        "smart facilities management",
        "air conditioning and mechanical ventilation systems maintenance",
        "lift systems maintenance and management",
        "life cycle costing and analysis",
        "building management system implementation and control",
        "indoor environmental quality improvement",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "escalator and travellator systems maintenance and management",
        "electrical and electronic systems maintenance",
        "contract administration and management",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical manager": {
      "role_name": "technical manager",
      "total_skills": 28,
      "core_skills": [
        "market research",
        "budgeting",
        "financial management",
        "business continuity management",
        "learning and development",
        "service excellence",
        "business planning",
        "manpower planning",
        "networking"
      ],
      "nice_to_have": [
        "risk compliance and governance",
        "financial analysis",
        "business data analysis",
        "technology integration",
        "cash flow reporting",
        "risk control and response planning",
        "organisational strategy and policy realisation",
        "resource management",
        "cyber security",
        "crew management",
        "innovation",
        "fleet procurement",
        "dry dock project management",
        "ship compliance management",
        "ship cyber security",
        "ship energy efficiency",
        "ship maintenance and repair (dock)",
        "ship repair management",
        "employee relations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical officer": {
      "role_name": "technical officer",
      "total_skills": 28,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "continuous improvement management",
        "technology application",
        "workplace safety and health culture development",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "people management",
        "incident and accident investigation",
        "quality system management"
      ],
      "nice_to_have": [
        "robotic and automation technology application",
        "condition-based assets monitoring management",
        "technical writing",
        "technical inspection",
        "drainage, plumbing and sanitary systems maintenance",
        "inventory management",
        "civil structure maintenance",
        "value engineering",
        "smart facilities management",
        "air conditioning and mechanical ventilation systems maintenance",
        "lift systems maintenance and management",
        "building management system implementation and control",
        "green facilities management",
        "fire protection system maintenance",
        "facilities shut-down and re-start",
        "escalator and travellator systems maintenance and management",
        "electrical and electronic systems maintenance",
        "integrated digital delivery application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical ramp officer": {
      "role_name": "technical ramp officer",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "ground support equipment operations",
        "hazard and risk control and policy management",
        "aircraft movement management",
        "human-robot collaboration",
        "inclement weather operations and planning",
        "ground handling services and operations management",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "airside driving",
        "aircraft turnaround coordination",
        "human factors management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical service engineer": {
      "role_name": "technical service engineer",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "project management",
        "continuous improvement management",
        "environmental management system framework development and implementation",
        "quality control management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "technical presentation",
        "materials qualification",
        "product design and development",
        "product testing management",
        "technical report writing",
        "technical services management",
        "laboratory data reporting and analysis management",
        "laboratory operations management",
        "sample management",
        "strategic service excellence management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical service engineer (fleet management)": {
      "role_name": "technical service engineer (fleet management)",
      "total_skills": 29,
      "core_skills": [
        "business negotiation",
        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "lean manufacturing"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "maintenance coordination",
        "propeller principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "physics concepts application",
        "mathematical concepts application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propulsion principles application",
        "aerodynamics principles application",
        "internet of things implementation",
        "aerospace materials and hardware selection",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "human factors application and error management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical service manager": {
      "role_name": "technical service manager",
      "total_skills": 24,
      "core_skills": [
        "innovation management",
        "change management",
        "business continuity management",
        "continuous improvement management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation"
      ],
      "nice_to_have": [
        "organisational resource management",
        "staff management",
        "technical presentation",
        "procurement management",
        "product testing management",
        "business planning management",
        "technical services management",
        "materials qualification",
        "product design and development",
        "training, coaching and assessment management",
        "strategic service excellence management",
        "budget management",
        "staff development management",
        "organisational analysis management",
        "laboratory operations management",
        "laboratory data reporting and analysis management",
        "business networking management",
        "workplace safety and health hazard identification and risk control management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical service manager (aircraft engine / component maintenance)": {
      "role_name": "technical service manager (aircraft engine / component maintenance)",
      "total_skills": 47,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business continuity planning",
        "business opportunities development",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "green manufacturing design and implementation",
        "cyber risk management",
        "lean manufacturing",
        "artificial intelligence application",
        "continuous process improvement",
        "carbon footprint management",
        "big data analytics",
        "automated system design",
        "applied research and development management",
        "maintenance coordination",
        "welding process",
        "propulsion principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "propeller principles application",
        "surface preparation and protection for aerospace manufacturing",
        "predictive maintenance",
        "aerodynamics principles application",
        "piston engine principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "aviation legislation compliance",
        "gas turbine engine principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical service manager (fleet management)": {
      "role_name": "technical service manager (fleet management)",
      "total_skills": 43,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "business negotiation",
        "budgeting",
        "business opportunities development",
        "business continuity planning",
        "strategy planning",
        "knowledge management",
        "business performance management",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "condition-based assets monitoring management",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "green manufacturing design and implementation",
        "lean manufacturing",
        "cyber risk management",
        "continuous process improvement",
        "carbon footprint management",
        "artificial intelligence application",
        "big data analytics",
        "applied research and development management",
        "maintenance coordination",
        "piston engine principles application",
        "propulsion principles application",
        "propeller principles application",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "predictive maintenance",
        "aerodynamics principles application",
        "piston aeroplane aerodynamics, structures and systems principles application",
        "internet of things implementation",
        "human factors application and error management",
        "helicopter aerodynamics, structures and systems principles application",
        "aerospace materials and hardware selection",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "digital techniques application",
        "aviation legislation compliance",
        "gas turbine engine principles application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical services officer": {
      "role_name": "technical services officer",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management"
      ],
      "nice_to_have": [
        "learning and development",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "dangerous goods management",
        "ground support equipment maintenance",
        "ground support equipment operations",
        "ground support equipment safety audit inspections",
        "aircraft turnaround coordination",
        "human factors management",
        "human-robot collaboration",
        "ground support equipment failure analysis",
        "international air transport association safety audit for ground operations implementation",
        "internet of things application",
        "ground handling services and operations management",
        "airside driving",
        "hazard and risk control and policy management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical specialist": {
      "role_name": "technical specialist",
      "total_skills": 21,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "bus air-conditioning systems maintenance",
        "work at heights",
        "bus body work maintenance",
        "equipment maintenance and housekeeping"
      ],
      "nice_to_have": [
        "bus steering and suspension systems maintenance",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "bus regulatory compliance",
        "heavy lifting machinery operation",
        "internet of things application",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technical support operator (video tape operations and / or video technical operations, camera control unit operations, studio graphics operations)": {
      "role_name": "technical support operator (video tape operations and / or video technical operations, camera control unit operations, studio graphics operations)",
      "total_skills": 4,
      "core_skills": [
        "media file formats conformation",
        "vision mixing"
      ],
      "nice_to_have": [
        "colour grading",
        "studio graphics operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician": {
      "role_name": "technician",
      "total_skills": 51,
      "core_skills": [
        "emergency response management",
        "robotics and automation application",
        "internet of things management",
        "data and statistical analytics",
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "report writing",
        "quality systems management",
        "good manufacturing practices implementation",
        "data synthesis",
        "additive manufacturing",
        "laser and optics application",
        "automated operation monitoring",
        "continuous process improvement",
        "equipment maintenance",
        "programme management",
        "machining",
        "hazards and risk control, and policy management",
        "work at heights",
        "surface preparation and protection"
      ],
      "nice_to_have": [
        "bus air-conditioning systems maintenance",
        "bus body work maintenance",
        "bus brake systems maintenance",
        "non-destructive testing",
        "bus drivetrain systems maintenance",
        "bus steering and suspension systems maintenance",
        "bus electrical and electronic systems maintenance",
        "equipment maintenance and housekeeping",
        "bus engine system maintenance",
        "installation planning and execution",
        "electrostatic discharge control",
        "workplace safety and health for incident and accident investigation",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "automation system maintenance",
        "workplace and facilities safety management",
        "computer numeric control operations",
        "bus regulatory compliance",
        "scaffolding",
        "bus recovery and towing",
        "quality control and assurance",
        "instrumentation and control system design",
        "facilities maintenance",
        "marine equipment and system maintenance",
        "marine auxiliary system maintenance",
        "forming",
        "lift planning and management",
        "component assembly",
        "joining and welding",
        "internet of things application",
        "heavy lifting machinery operation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (assembly)": {
      "role_name": "technician (assembly)",
      "total_skills": 28,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "manufacturing process management",
        "product and machine assembly",
        "precision measurement"
      ],
      "nice_to_have": [
        "material joining",
        "augmented reality application",
        "geometric dimensioning and tolerancing",
        "internet of things implementation",
        "aviation legislation compliance",
        "human factors application and error management",
        "mathematical concepts application",
        "physics concepts application",
        "engines and components handling, inspection and packing",
        "engine rigging and de-rigging",
        "engine cleaning",
        "electrical termination, connection and measurement",
        "sealants process",
        "visual testing",
        "welding process",
        "elastomer seals application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (automatic fare collection)": {
      "role_name": "technician (automatic fare collection)",
      "total_skills": 13,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "condition-based assets monitoring management",
        "automatic fare collection auxiliary systems maintenance"
      ],
      "nice_to_have": [
        "automatic fare collection gate maintenance",
        "automatic fare collection sales device maintenance",
        "equipment maintenance and housekeeping",
        "internet of things application",
        "rail regulatory compliance",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (avionics)": {
      "role_name": "technician (avionics)",
      "total_skills": 24,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "augmented reality application"
      ],
      "nice_to_have": [
        "precision measurement",
        "aerospace maintenance practices application",
        "visual testing",
        "physics concepts application",
        "mathematical concepts application",
        "human factors application and error management",
        "internet of things implementation",
        "aircraft communication systems maintenance",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "aviation legislation compliance",
        "aircraft navigation and automated flight systems maintenance",
        "aircraft instrument systems maintenance",
        "aircraft electrical systems maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (component repair & overhaul - avionics)": {
      "role_name": "technician (component repair & overhaul - avionics)",
      "total_skills": 26,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "precision measurement"
      ],
      "nice_to_have": [
        "augmented reality application",
        "internet of things implementation",
        "visual testing",
        "physics concepts application",
        "mathematical concepts application",
        "aerospace maintenance practices application",
        "human factors application and error management",
        "aircraft batteries maintenance",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "aviation legislation compliance",
        "aircraft sensing components maintenance",
        "aircraft navigation and radar equipment maintenance",
        "aircraft instruments maintenance",
        "aircraft electrical equipment and accessories maintenance",
        "aircraft communication components maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (component repair & overhaul - mechanical)": {
      "role_name": "technician (component repair & overhaul - mechanical)",
      "total_skills": 44,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "augmented reality application",
        "geometric dimensioning and tolerancing",
        "precision measurement",
        "physics concepts application",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (vibration analysis)",
        "non-metallic materials testing",
        "aerospace maintenance practices application",
        "non-destructive testing (liquid penetrant inspection)",
        "sealants process",
        "sheet metal structures maintenance",
        "surface enhancement"
      ],
      "nice_to_have": [
        "surface preparation and protection for aerospace manufacturing",
        "visual testing",
        "welding process",
        "non-destructive testing (magnetic particle inspection)",
        "mathematical concepts application",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "aircraft landing gears maintenance",
        "aircraft pneumatic components maintenance",
        "aircraft wheels and brakes maintenance",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "composite structures design and maintenance",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "electrical wiring interconnection systems maintenance",
        "fuel accessories components maintenance",
        "human factors application and error management",
        "internet of things implementation",
        "aircraft hydraulic components maintenance",
        "nacelle mechanical structures maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (engine / engine component repair & overhaul)": {
      "role_name": "technician (engine / engine component repair & overhaul)",
      "total_skills": 44,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "continuous process improvement",
        "lean manufacturing",
        "machining",
        "precision measurement",
        "geometric dimensioning and tolerancing",
        "augmented reality application",
        "surface enhancement",
        "sheet metal structures maintenance",
        "sealants process",
        "non-destructive testing (liquid penetrant inspection)",
        "surface preparation and protection for aerospace manufacturing",
        "visual testing",
        "physics concepts application",
        "non-metallic materials testing",
        "non-destructive testing (vibration analysis)"
      ],
      "nice_to_have": [
        "welding process",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (magnetic particle inspection)",
        "aerospace heat treatment process",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "aircraft electrical equipment and accessories maintenance",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "engine cleaning",
        "engine component parts inspection",
        "engine disassembly and assembly",
        "engine rigging and de-rigging",
        "engines and components handling, inspection and packing",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "mathematical concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (engineering train)": {
      "role_name": "technician (engineering train)",
      "total_skills": 21,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "equipment maintenance and housekeeping",
        "heavy crane vehicle maintenance",
        "locomotive maintenance",
        "multi-function vehicle maintenance"
      ],
      "nice_to_have": [
        "rail grinding vehicle maintenance",
        "track tamping vehicle maintenance",
        "wagon maintenance",
        "workplace and facilities safety management",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "workplace safety and health for confined spaces",
        "rail regulatory compliance",
        "internet of things application",
        "heavy lifting machinery operation",
        "engineering train and rolling stock operation",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (manufacturing)": {
      "role_name": "technician (manufacturing)",
      "total_skills": 44,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "additive manufacturing",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "condition-based assets monitoring management",
        "manufacturing process management",
        "continuous process improvement",
        "machining",
        "lean manufacturing",
        "laser and optics application",
        "geometric dimensioning and tolerancing",
        "precision measurement",
        "material joining",
        "augmented reality application",
        "cutting",
        "computer-aided manufacturing"
      ],
      "nice_to_have": [
        "human factors application and error management",
        "non-metallic materials manufacturing",
        "welding process",
        "visual testing",
        "surface preparation and protection for aerospace manufacturing",
        "surface enhancement",
        "sealants process",
        "aviation legislation compliance",
        "chemical processing",
        "coating",
        "physics concepts application",
        "non-metallic materials testing",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (vibration analysis)",
        "internet of things implementation",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (magnetic particle inspection)",
        "non-destructive testing (liquid penetrant inspection)",
        "non-destructive testing (infrared inspection)",
        "non-destructive testing (eddy current inspection)",
        "mathematical concepts application",
        "aerospace heat treatment process",
        "elastomer seals application",
        "electrical termination, connection and measurement",
        "engine cleaning",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (mechanical and electrical)": {
      "role_name": "technician (mechanical and electrical)",
      "total_skills": 22,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management",
        "drainage, plumbing and sanitary systems maintenance",
        "fire protection systems maintenance",
        "lift systems maintenance",
        "platform screen door maintenance"
      ],
      "nice_to_have": [
        "escalator and travelator maintenance",
        "equipment maintenance and housekeeping",
        "station air-conditioning systems maintenance",
        "ventilation system maintenance",
        "work at heights",
        "workplace safety and health for confined spaces",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for electrical safety",
        "track access management",
        "workplace and facilities safety management",
        "internet of things application",
        "rail regulatory compliance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (mechanical)": {
      "role_name": "technician (mechanical)",
      "total_skills": 40,
      "core_skills": [
        "knowledge management",
        "robotics and automation application",
        "engineering drawing, interpretation and management",
        "workplace safety and health framework development and implementation",
        "condition-based assets monitoring management",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "precision measurement",
        "augmented reality application",
        "aerospace maintenance practices application",
        "non-destructive testing (ultrasonic inspection)",
        "non-destructive testing (vibration analysis)",
        "non-metallic materials testing",
        "physics concepts application",
        "sealants process",
        "non-destructive testing (magnetic particle inspection)",
        "sheet metal structures maintenance",
        "surface enhancement"
      ],
      "nice_to_have": [
        "surface preparation and protection for aerospace manufacturing",
        "visual testing",
        "welding process",
        "non-destructive testing (radiographic inspection)",
        "non-destructive testing (eddy current inspection)",
        "non-destructive testing (liquid penetrant inspection)",
        "non-destructive testing (infrared inspection)",
        "aircraft cabin equipment and furnishing maintenance",
        "mathematical concepts application",
        "internet of things implementation",
        "human factors application and error management",
        "electrical wiring interconnection systems maintenance",
        "electrical termination, connection and measurement",
        "elastomer seals application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "airframe systems maintenance",
        "aircraft fuel and engine systems maintenance",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (permanent way and civil structure)": {
      "role_name": "technician (permanent way and civil structure)",
      "total_skills": 20,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "robotics and automation application",
        "report writing",
        "condition-based assets monitoring management",
        "civil structure maintenance",
        "rail track inspection",
        "rail track maintenance"
      ],
      "nice_to_have": [
        "equipment maintenance and housekeeping",
        "third rail maintenance",
        "work at heights",
        "rail regulatory compliance",
        "internet of things application",
        "track access management",
        "engineering train and rolling stock operation",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (power)": {
      "role_name": "technician (power)",
      "total_skills": 21,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "condition-based assets monitoring management",
        "battery and battery charger maintenance",
        "work at heights",
        "uninterruptible power supply system maintenance",
        "transformer maintenance",
        "traction power system maintenance",
        "22kv switchgear systems maintenance"
      ],
      "nice_to_have": [
        "overhead catenary system maintenance",
        "low voltage switchboard maintenance",
        "low voltage power systems maintenance",
        "high voltage power systems maintenance",
        "equipment maintenance and housekeeping",
        "rail regulatory compliance",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (rolling stock)": {
      "role_name": "technician (rolling stock)",
      "total_skills": 23,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "rolling stock propulsion systems maintenance",
        "rolling stock power systems maintenance",
        "rolling stock on-board control and communication systems maintenance",
        "rolling stock car body maintenance",
        "rolling stock brake systems maintenance"
      ],
      "nice_to_have": [
        "rolling stock bogie maintenance",
        "rolling stock auxiliary systems maintenance",
        "rolling stock air-conditioning and ventilation systems maintenance",
        "equipment maintenance and housekeeping",
        "rail regulatory compliance",
        "internet of things application",
        "heavy lifting machinery operation",
        "engineering train and rolling stock operation",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician (signal and communications)": {
      "role_name": "technician (signal and communications)",
      "total_skills": 28,
      "core_skills": [
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "communication auxiliary systems maintenance",
        "communication backbone system maintenance",
        "work at heights",
        "video surveillance system maintenance",
        "travel information system maintenance",
        "trainborne automatic train control equipment maintenance",
        "train supervisory system maintenance",
        "trackside automatic train control equipment maintenance",
        "supervisory control and data acquisition system maintenance"
      ],
      "nice_to_have": [
        "signalling auxiliary devices and equipment maintenance",
        "signal interlocking systems maintenance",
        "radio system maintenance",
        "network systems maintenance",
        "equipment maintenance and housekeeping",
        "emergency and security communication systems maintenance",
        "communication power system maintenance",
        "rail regulatory compliance",
        "internet of things application",
        "workplace and facilities safety management",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician - linear media infrastructure": {
      "role_name": "technician - linear media infrastructure",
      "total_skills": 5,
      "core_skills": [
        "emergency response management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "broadcast infrastructure installation",
        "broadcast infrastructure maintenance",
        "broadcast infrastructure design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician / coordinator (commissioning)": {
      "role_name": "technician / coordinator (commissioning)",
      "total_skills": 16,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "environmental management system framework development and implementation",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "commissioning and start-up management",
        "equipment and systems testing",
        "programme management",
        "structural testing",
        "technical inspection",
        "technical writing",
        "third party management",
        "hazards and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician / coordinator (engineering construction)": {
      "role_name": "technician / coordinator (engineering construction)",
      "total_skills": 17,
      "core_skills": [
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "installation and assembly"
      ],
      "nice_to_have": [
        "structural testing",
        "technical inspection",
        "technical writing",
        "equipment and systems testing",
        "third party management",
        "programme management",
        "inventory management",
        "hazards and risk identification and management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technician / coordinator (operations and maintenance)": {
      "role_name": "technician / coordinator (operations and maintenance)",
      "total_skills": 22,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "data and statistical analytics",
        "technology application",
        "asset management",
        "engineering drawing, interpretation and management",
        "workplace safety and health culture development",
        "quality system management",
        "workplace safety and health framework development and implementation",
        "environmental management system framework development and implementation",
        "programme management"
      ],
      "nice_to_have": [
        "equipment and systems testing",
        "structural testing",
        "technical inspection",
        "technical writing",
        "third party management",
        "facility maintenance",
        "hazards and risk identification and management",
        "equipment maintenance and housekeeping",
        "preventive maintenance",
        "equipment and systems repair",
        "inventory management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technology, information and cybersecurity risk analyst": {
      "role_name": "technology, information and cybersecurity risk analyst",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "business continuity planning",
        "crisis management",
        "risk management",
        "contract and vendor management"
      ],
      "nice_to_have": [
        "data governance",
        "emerging technology synthesis",
        "business risk assessment",
        "cybersecurity",
        "data collection and analysis",
        "ethical culture",
        "security governance",
        "standard operating procedures development",
        "risk and compliance reporting"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "technology, information and cybersecurity risk manager": {
      "role_name": "technology, information and cybersecurity risk manager",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "business continuity planning",
        "crisis management",
        "strategy planning",
        "risk management",
        "technology application",
        "data governance"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "contract and vendor management",
        "business risk assessment",
        "risk appetite and goals setting",
        "ethical culture",
        "data collection and analysis",
        "security governance",
        "cybersecurity",
        "standard operating procedures development",
        "policy implementation and revision",
        "people performance management",
        "risk and compliance reporting",
        "scenario planning and analysis"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal manager": {
      "role_name": "terminal manager",
      "total_skills": 25,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "market research",
        "business negotiation"
      ],
      "nice_to_have": [
        "learning and development",
        "manpower planning",
        "technology application",
        "process improvement and optimisation",
        "accident and incident response management",
        "standard operating procedures development",
        "service innovation",
        "crisis communication and media management",
        "passenger information systems management",
        "airport collaborative decision making model application",
        "service branding and coaching",
        "passenger movement management",
        "behavioural analysis and predictive screening",
        "airport safeguarding and security",
        "airport service quality management",
        "internet of things application",
        "airport audit and compliance",
        "flight disruptions and irregular operations management",
        "financial planning and budget management",
        "airport operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal operations and fuel system operations department manager": {
      "role_name": "terminal operations and fuel system operations department manager",
      "total_skills": 23,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "technology road mapping",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "organisational resource management",
        "regulatory compliance",
        "staff training facilitation",
        "contract management",
        "third party management",
        "hazards and risk identification and management",
        "business stakeholder management",
        "safe system of work development and implementation",
        "technical report writing",
        "dispute settlement",
        "fuel terminal operations management",
        "corrective maintenance management",
        "people capability development",
        "tank storage inventory management",
        "terminal operations management",
        "autonomous systems technology application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal operations manager": {
      "role_name": "terminal operations manager",
      "total_skills": 16,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management"
      ],
      "nice_to_have": [
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "staff training facilitation",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "corrective maintenance management",
        "people capability development",
        "terminal operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal operations senior technical officer": {
      "role_name": "terminal operations senior technical officer",
      "total_skills": 14,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "corrective maintenance management",
        "people capability development",
        "terminal operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal operations technical officer": {
      "role_name": "terminal operations technical officer",
      "total_skills": 14,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "corrective maintenance management",
        "people capability development",
        "terminal operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "terminal operations technician": {
      "role_name": "terminal operations technician",
      "total_skills": 13,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "corrective maintenance management",
        "terminal operations management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "therapy assistant": {
      "role_name": "therapy assistant",
      "total_skills": 14,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "audit management"
      ],
      "nice_to_have": [
        "workplace safety and health",
        "emergency response and crisis management",
        "reflective practice",
        "client assessment in therapy support",
        "client education in therapy support",
        "infection control",
        "intervention implementation in therapy support",
        "inventory control and equipment maintenance in rehabilitation care",
        "management of stakeholders",
        "professional, legal and ethical healthcare practice",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "therapy support associate": {
      "role_name": "therapy support associate",
      "total_skills": 17,
      "core_skills": [
        "change management",
        "continuous improvement management",
        "performance management",
        "audit management"
      ],
      "nice_to_have": [
        "people management",
        "workplace safety and health",
        "emergency response and crisis management",
        "reflective practice",
        "strategy execution",
        "professional, legal and ethical healthcare practice",
        "inventory control and equipment maintenance in rehabilitation care",
        "management of stakeholders",
        "intervention implementation in therapy support",
        "infection control",
        "client education in therapy support",
        "client assessment in therapy support",
        "workplace violence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "threat analysis manager": {
      "role_name": "threat analysis manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "manpower planning",
        "business performance management",
        "learning and development",
        "budgeting"
      ],
      "nice_to_have": [
        "strategy planning",
        "networking",
        "emerging technology synthesis",
        "strategy implementation",
        "cyber risk management",
        "people and performance management",
        "security programme management",
        "threat analysis and defence",
        "security strategy",
        "audit and compliance",
        "security assessment and testing",
        "security architecture",
        "network security",
        "it standards",
        "cyber and data breach incident management",
        "threat intelligence and detection"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tour leader": {
      "role_name": "tour leader",
      "total_skills": 9,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
      "nice_to_have": [
        "service excellence",
        "vendor management",
        "workplace safety and health performance management",
        "accident and incident response management",
        "product, content and experience performance management",
        "tour leading operations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tourist guide": {
      "role_name": "tourist guide",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
      "nice_to_have": [
        "service excellence",
        "technology application",
        "vendor management",
        "accident and incident response management",
        "product, content and experience performance management",
        "tour and travel services product and experience development and delivery",
        "tour guide operations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas plant maintenance engineer": {
      "role_name": "town gas plant maintenance engineer",
      "total_skills": 25,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management"
      ],
      "nice_to_have": [
        "staff training facilitation",
        "regulatory compliance",
        "preventive maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "cyber incident management",
        "technology and systems application",
        "operational technology security design",
        "people capability development",
        "electrical maintenance management",
        "operational technology security audit management",
        "mechanical maintenance management",
        "business intelligence and data analytics",
        "condition monitoring",
        "corrective maintenance management",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas plant maintenance manager": {
      "role_name": "town gas plant maintenance manager",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "staff training facilitation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "organisational resource management",
        "preventive maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "business planning management",
        "technical report writing",
        "safe system of work development and implementation",
        "corrective maintenance management",
        "technology and systems application",
        "operational technology security design",
        "people capability development",
        "cyber incident management",
        "operational technology security audit management",
        "mechanical maintenance management",
        "business intelligence and data analytics",
        "condition monitoring",
        "electrical maintenance management",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas plant maintenance senior technical officer": {
      "role_name": "town gas plant maintenance senior technical officer",
      "total_skills": 21,
      "core_skills": [
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "staff training facilitation"
      ],
      "nice_to_have": [
        "third party management",
        "electrical field maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "mechanical field maintenance management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "technical report writing",
        "corrective maintenance management",
        "condition monitoring",
        "business intelligence and data analytics",
        "people capability development",
        "technology and systems application",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas plant maintenance technical officer": {
      "role_name": "town gas plant maintenance technical officer",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "crisis management",
        "continuous improvement management",
        "asset management",
        "workplace safety and health framework development and implementation",
        "regulatory compliance",
        "third party management"
      ],
      "nice_to_have": [
        "electrical field maintenance management",
        "equipment and systems installation and commissioning management",
        "mechanical field maintenance management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "technical report writing",
        "hazards and risk identification and management",
        "corrective maintenance management",
        "condition monitoring",
        "business intelligence and data analytics",
        "instrumentation and control maintenance management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas plant maintenance technician": {
      "role_name": "town gas plant maintenance technician",
      "total_skills": 18,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance"
      ],
      "nice_to_have": [
        "technical report writing",
        "electrical field maintenance management",
        "equipment and systems installation and commissioning management",
        "hazards and risk identification and management",
        "mechanical field maintenance management",
        "preventive maintenance management",
        "safe system of work development and implementation",
        "technology and systems application",
        "business intelligence and data analytics",
        "condition monitoring",
        "corrective maintenance management",
        "instrumentation and control maintenance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas production engineer": {
      "role_name": "town gas production engineer",
      "total_skills": 18,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management"
      ],
      "nice_to_have": [
        "quality assurance management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "regulatory compliance",
        "staff training facilitation",
        "technical report writing",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "town gas production management",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "people capability development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas production manager": {
      "role_name": "town gas production manager",
      "total_skills": 21,
      "core_skills": [
        "innovation management",
        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "internet of things management",
        "quality assurance management"
      ],
      "nice_to_have": [
        "workplace safety and health framework development and implementation",
        "technology road mapping",
        "third party management",
        "staff training facilitation",
        "regulatory compliance",
        "organisational resource management",
        "safe system of work development and implementation",
        "hazards and risk identification and management",
        "technical report writing",
        "business planning management",
        "people capability development",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "town gas production management",
        "autonomous systems technology application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas production senior technical officer": {
      "role_name": "town gas production senior technical officer",
      "total_skills": 15,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "quality assurance management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "people capability development",
        "town gas production management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas production technical officer": {
      "role_name": "town gas production technical officer",
      "total_skills": 13,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "quality assurance management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "town gas production management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas production technician": {
      "role_name": "town gas production technician",
      "total_skills": 13,
      "core_skills": [
        "emergency response management",
        "continuous improvement management",
        "quality assurance management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "third party management",
        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "autonomous systems technology application",
        "business intelligence and data analytics",
        "corrective maintenance management",
        "town gas production management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "town gas technical services department manager": {
      "role_name": "town gas technical services department manager",
      "total_skills": 27,
      "core_skills": [
        "innovation management",
        "project management",
        "emergency response management",
        "continuous improvement management",
        "internet of things management",
        "workplace safety and health framework development and implementation",
        "third party management",
        "staff training facilitation"
      ],
      "nice_to_have": [
        "regulatory compliance",
        "procurement management",
        "organisational resource management",
        "contract management",
        "business stakeholder management",
        "inspection engineering management",
        "hazards and risk identification and management",
        "equipment and systems installation and commissioning management",
        "safe system of work development and implementation",
        "technical report writing",
        "technical services management",
        "instrumentation and control maintenance management",
        "mechanical maintenance management",
        "people capability development",
        "permit management",
        "electrical maintenance management",
        "technical service process management",
        "technology and systems application",
        "business intelligence and data analytics"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trade finance manager": {
      "role_name": "trade finance manager",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "learning and development",
        "budgeting",
        "continuous improvement management",
        "business planning",
        "conflict management",
        "strategy planning"
      ],
      "nice_to_have": [
        "manpower planning",
        "business performance management",
        "enterprise risk management",
        "organisational analysis",
        "systems thinking application",
        "import and export documentation administration",
        "international trade legislation compliance",
        "cash flow reporting",
        "effectiveness management",
        "data mining and modelling",
        "technology integration",
        "resource management",
        "trade finance management",
        "solutions design thinking"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trade management executive": {
      "role_name": "trade management executive",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "contract and vendor management",
        "demand analysis",
        "market profiling",
        "networking",
        "systems thinking application",
        "pricing strategy",
        "benchmarking",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "shipping trade management",
        "solution design thinking",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trade manager / assistant trade manager": {
      "role_name": "trade manager / assistant trade manager",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "change management",
        "market research",
        "business negotiation",
        "budgeting",
        "business planning",
        "continuous improvement management",
        "business performance management"
      ],
      "nice_to_have": [
        "customer experience management",
        "contract and vendor management",
        "demand analysis",
        "market profiling",
        "networking",
        "systems thinking application",
        "pricing strategy",
        "benchmarking",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "cyber security",
        "shipping trade management",
        "solution design thinking",
        "innovation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trader": {
      "role_name": "trader",
      "total_skills": 17,
      "core_skills": [
        "emerging technology synthesis",
        "financial analysis",
        "regulatory compliance",
        "ethical culture",
        "standard operating procedures development",
        "block trading",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing"
      ],
      "nice_to_have": [
        "technical analysis",
        "qualitative analysis",
        "people performance management",
        "post trade monitoring and risk and capital management",
        "client investment suitability",
        "market research and analysis",
        "electronic trading system management",
        "data analytics and computational modelling",
        "trading management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "traffic controller / transport officer / line haul operations officer": {
      "role_name": "traffic controller / transport officer / line haul operations officer",
      "total_skills": 16,
      "core_skills": [
        "stakeholder management",
        "business continuity management",
        "technology application",
        "process improvement and optimisation"
      ],
      "nice_to_have": [
        "cargo tracking system administration",
        "import and export documentation administration",
        "risk management and administration",
        "dangerous goods management",
        "transport management system administration",
        "cargo security control",
        "environmental protection management",
        "logistics process quality management",
        "logistics solution design thinking",
        "material management (planning, sourcing, use, disposal)",
        "shipment load planning and palletisation / consolidation",
        "transportation hub / control centre administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "traffic coordinator / dispatch coordinator": {
      "role_name": "traffic coordinator / dispatch coordinator",
      "total_skills": 10,
      "core_skills": [
        "process improvement and optimisation",
        "equipment maintenance",
        "risk management and administration",
        "dangerous goods management",
        "transport management system administration"
      ],
      "nice_to_have": [
        "transportation route and schedule planning",
        "environmental protection management",
        "transportation equipment handling",
        "transportation hub / control centre administration",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "train operations manager": {
      "role_name": "train operations manager",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "budgeting",
        "continuous improvement management",
        "business continuity planning",
        "service excellence"
      ],
      "nice_to_have": [
        "strategy planning",
        "data and statistical analytics",
        "workplace safety and health culture development",
        "organisational planning and target setting",
        "people development",
        "staff performance management",
        "security management",
        "workplace and facilities safety management",
        "rail incident management",
        "rail regulatory compliance",
        "rail operations enhancement management",
        "rail emergency response management",
        "manpower planning and deployment",
        "health and fatigue risk management",
        "civil emergency management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "train service controller / depot traffic controller": {
      "role_name": "train service controller / depot traffic controller",
      "total_skills": 17,
      "core_skills": [
        "innovation management",
        "learning and development",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "report writing",
        "people development",
        "civil emergency management",
        "security management",
        "workplace and facilities safety management",
        "train depot control management",
        "track access management",
        "rail operations control management",
        "rail regulatory compliance",
        "rail incident management",
        "rail emergency response management",
        "health and fatigue risk management",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trainee aircraft maintenance technician": {
      "role_name": "trainee aircraft maintenance technician",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "aerospace maintenance practices application",
        "aviation legislation compliance",
        "human factors application and error management",
        "mathematical concepts application",
        "physics concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trainee maintenance technician": {
      "role_name": "trainee maintenance technician",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "aerospace maintenance practices application",
        "aviation legislation compliance",
        "human factors application and error management",
        "mathematical concepts application",
        "physics concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trainee technician": {
      "role_name": "trainee technician",
      "total_skills": 12,
      "core_skills": [
        "knowledge management",
        "engineering drawing, interpretation and management",
        "quality system management",
        "workplace safety and health framework development and implementation"
      ],
      "nice_to_have": [
        "continuous process improvement",
        "lean manufacturing",
        "aerospace maintenance practices application",
        "aviation legislation compliance",
        "human factors application and error management",
        "mathematical concepts application",
        "physics concepts application",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "transaction banking operations analyst": {
      "role_name": "transaction banking operations analyst",
      "total_skills": 12,
      "core_skills": [
        "risk management",
        "technology application",
        "data governance",
        "cash flow reporting",
        "treasury management"
      ],
      "nice_to_have": [
        "ethical culture",
        "financial transactions",
        "standard operating procedures development",
        "trade finance management",
        "asset and liability management",
        "collateral management",
        "financial statements review"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "transaction banking operations manager": {
      "role_name": "transaction banking operations manager",
      "total_skills": 14,
      "core_skills": [
        "budgeting",
        "risk management",
        "technology application",
        "data governance",
        "cash flow reporting"
      ],
      "nice_to_have": [
        "treasury management",
        "ethical culture",
        "financial transactions",
        "standard operating procedures development",
        "trade finance management",
        "asset and liability management",
        "collateral management",
        "financial statements review",
        "people performance management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "transport assistant manager / transport executive / line haul operations executive": {
      "role_name": "transport assistant manager / transport executive / line haul operations executive",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "business continuity management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "risk management and administration",
        "customer management",
        "dangerous goods management",
        "transport management system administration",
        "transportation route and schedule planning",
        "contract / vendor management",
        "livestock cargo administration",
        "pricing for transportation services and operations",
        "cold chain operations administration",
        "shipment load planning and palletisation / consolidation",
        "cargo security control",
        "supply chain solutioning / modelling / planning / strategising",
        "time sensitive cargo delivery management",
        "transportation hub / control centre administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "transportation operations manager": {
      "role_name": "transportation operations manager",
      "total_skills": 21,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation",
        "business continuity management"
      ],
      "nice_to_have": [
        "financial management",
        "strategy implementation",
        "process improvement and optimisation",
        "risk management and administration",
        "customer management",
        "transport management system administration",
        "transportation route and schedule planning",
        "logistics solution product / project management",
        "pricing for transportation services and operations",
        "public-private-individual partnership collaboration",
        "shipment load planning and palletisation / consolidation",
        "cold chain operations administration",
        "cargo security control",
        "supply chain solutioning / modelling / planning / strategising",
        "time sensitive cargo delivery management",
        "transportation hub / control centre administration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "travel account director": {
      "role_name": "travel account director",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "business negotiation",
        "budgeting",
        "learning and development",
        "financial management",
        "business planning",
        "service excellence",
        "strategy planning",
        "corporate governance"
      ],
      "nice_to_have": [
        "business performance management",
        "customer behaviour analysis",
        "contract development and management",
        "customer relationship management",
        "sales target management",
        "business data analysis",
        "succession planning",
        "organisational vision, mission and values formulation",
        "customer loyalty and retention strategy formulation",
        "technology scanning",
        "employee and labour relations",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "travel account executive": {
      "role_name": "travel account executive",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "market research",
        "budgeting",
        "service excellence",
        "business performance management",
        "technology application",
        "customer behaviour analysis"
      ],
      "nice_to_have": [
        "contract development and management",
        "customer relationship management",
        "sales target management",
        "business data analysis",
        "strategy implementation",
        "customer loyalty and retention strategy formulation",
        "sales closure",
        "technology scanning",
        "proposal writing",
        "financial planning and analysis",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "travel account manager": {
      "role_name": "travel account manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "market research",
        "business negotiation",
        "financial management",
        "learning and development",
        "budgeting",
        "business planning",
        "service excellence",
        "corporate governance",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "technology application",
        "customer behaviour analysis",
        "customer relationship management",
        "contract development and management",
        "sales target management",
        "business data analysis",
        "strategy implementation",
        "succession planning",
        "sales closure",
        "organisational vision, mission and values formulation",
        "customer loyalty and retention strategy formulation",
        "proposal writing",
        "financial planning and analysis",
        "technology scanning",
        "tour and travel services product and experience development and delivery",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "travel operations director": {
      "role_name": "travel operations director",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "service excellence",
        "business continuity planning",
        "continuous improvement management",
        "corporate governance",
        "manpower planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "workplace safety and health performance management",
        "vendor management",
        "contract development and management",
        "systems thinking application",
        "succession planning",
        "productivity improvement",
        "risk management and administration",
        "organisational vision, mission and values formulation",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "product, content and experience performance management",
        "tourism and economic development",
        "employee and labour relations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "travel operations manager": {
      "role_name": "travel operations manager",
      "total_skills": 30,
      "core_skills": [
        "stakeholder management",
        "market research",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "service excellence",
        "continuous improvement management",
        "strategy planning",
        "manpower planning",
        "corporate governance",
        "business performance management"
      ],
      "nice_to_have": [
        "vendor management",
        "technology application",
        "workplace safety and health performance management",
        "contract development and management",
        "strategy implementation",
        "systems thinking application",
        "succession planning",
        "risk management and administration",
        "productivity improvement",
        "organisational vision, mission and values formulation",
        "data mining and modelling",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "product, content and experience performance management",
        "tour and travel coordination, ticketing and reservations management",
        "tour guide operations",
        "tour leading operations",
        "tourism and economic development"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "treasury manager": {
      "role_name": "treasury manager",
      "total_skills": 42,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "business planning",
        "change management",
        "project management",
        "budgeting",
        "learning and development",
        "financial management",
        "continuous improvement management",
        "strategy planning",
        "manpower planning",
        "conflict management"
      ],
      "nice_to_have": [
        "business performance management",
        "enterprise risk management",
        "treasury management",
        "organisational analysis",
        "capital expenditure and investment evaluation",
        "credit risk management",
        "systems thinking application",
        "technology integration",
        "regulatory risk assessment",
        "regulatory compliance",
        "data mining and modelling",
        "internal controls",
        "effectiveness management",
        "macroeconomic analysis",
        "corporate and business law",
        "business acumen",
        "resource management",
        "financial reporting",
        "audit compliance",
        "accounting standards",
        "market risk management",
        "capital raising",
        "professional standards",
        "professional scepticism and judgment",
        "professional and business ethics",
        "digital technology environment scanning",
        "solutions design thinking",
        "business innovation and improvement",
        "management decision making",
        "cash flow management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "treasury operations analyst / market operations analyst": {
      "role_name": "treasury operations analyst / market operations analyst",
      "total_skills": 14,
      "core_skills": [
        "business performance management",
        "data governance",
        "cash flow reporting",
        "treasury management",
        "data collection and analysis",
        "ethical culture"
      ],
      "nice_to_have": [
        "financial transactions",
        "trade finance management",
        "asset and liability management",
        "electronic trading system management",
        "financial statements review",
        "fund accounting",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "treasury operations manager / market operations manager": {
      "role_name": "treasury operations manager / market operations manager",
      "total_skills": 16,
      "core_skills": [
        "budgeting",
        "business performance management",
        "data governance",
        "cash flow reporting",
        "treasury management",
        "data collection and analysis"
      ],
      "nice_to_have": [
        "ethical culture",
        "financial transactions",
        "trade finance management",
        "asset and liability management",
        "electronic trading system management",
        "financial statements review",
        "fund accounting",
        "people performance management",
        "price verification and profit analysis",
        "trade processing, fund settlement and treasury transaction processing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trust administrator": {
      "role_name": "trust administrator",
      "total_skills": 10,
      "core_skills": [
        "stakeholder management",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "regulatory compliance",
        "service challenges",
        "ethical culture",
        "corporate and business law application",
        "customer acceptance checking and onboarding",
        "market specialisation",
        "trust structuring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "trust manager": {
      "role_name": "trust manager",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "strategy planning",
        "customer experience management"
      ],
      "nice_to_have": [
        "risk management",
        "regulatory compliance",
        "service challenges",
        "ethical culture",
        "corporate and business law application",
        "customer acceptance checking and onboarding",
        "market specialisation",
        "people performance management",
        "trust structuring"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "tug master": {
      "role_name": "tug master",
      "total_skills": 10,
      "core_skills": [
        "cyber security",
        "chartwork",
        "fire prevention and fire-fighting",
        "personal survival techniques",
        "ship medical care",
        "ship mooring, anchoring and securing operations"
      ],
      "nice_to_have": [
        "ship security",
        "steering and helmsmanship",
        "survival craft and rescue boats",
        "tug operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "ui designer": {
      "role_name": "ui designer",
      "total_skills": 22,
      "core_skills": [
        "stakeholder management",
        "project management",
        "budgeting",
        "data analytics",
        "business performance management",
        "customer experience management",
        "business environment analysis",
        "brand management",
        "user experience design"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "product management",
        "user interface design",
        "process improvement and optimisation",
        "design thinking practice",
        "business innovation",
        "business requirements mapping",
        "business needs analysis",
        "research",
        "software testing",
        "user testing and usability testing",
        "software design",
        "solution architecture"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "underwriting executive": {
      "role_name": "underwriting executive",
      "total_skills": 13,
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        "business negotiation",
        "continuous improvement management",
        "customer experience management",
        "contract and vendor management"
      ],
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        "fraud risk management",
        "regulatory compliance",
        "credit assessment",
        "data collection and analysis",
        "ethical culture",
        "policy implementation and revision",
        "underwriting process",
        "risk analytics",
        "underwriting profitability and efficiency management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "underwriting manager": {
      "role_name": "underwriting manager",
      "total_skills": 18,
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        "business negotiation",
        "continuous improvement management",
        "business performance management",
        "customer experience management",
        "business environment analysis",
        "contract and vendor management",
        "credit risk management"
      ],
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        "quality assurance",
        "regulatory compliance",
        "fraud risk management",
        "policy implementation and revision",
        "underwriting process",
        "ethical culture",
        "data collection and analysis",
        "credit assessment",
        "people performance management",
        "risk analytics",
        "underwriting profitability and efficiency management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "ux designer": {
      "role_name": "ux designer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "market research",
        "project management",
        "budgeting",
        "business performance management",
        "customer experience management",
        "brand management"
      ],
      "nice_to_have": [
        "user experience design",
        "networking",
        "design thinking practice",
        "process improvement and optimisation",
        "product management",
        "test planning",
        "business innovation",
        "user interface design",
        "business requirements mapping",
        "business needs analysis",
        "user testing and usability testing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "venue operations director": {
      "role_name": "venue operations director",
      "total_skills": 26,
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        "stakeholder management",
        "project management",
        "learning and development",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "service excellence",
        "corporate governance",
        "manpower planning",
        "strategy planning"
      ],
      "nice_to_have": [
        "business performance management",
        "workplace safety and health performance management",
        "vendor management",
        "systems thinking application",
        "risk management and administration",
        "succession planning",
        "productivity improvement",
        "organisational vision, mission and values formulation",
        "events planning and management",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "employee and labour relations",
        "tourism and economic development",
        "crowd control and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "venue operations executive": {
      "role_name": "venue operations executive",
      "total_skills": 22,
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        "market research",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management",
        "service excellence"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "vendor management",
        "technology application",
        "systems thinking application",
        "strategy implementation",
        "events planning and management",
        "productivity improvement",
        "risk management and administration",
        "technology scanning",
        "accident and incident response management",
        "resource management",
        "project administration",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "tourism and economic development",
        "crowd control and planning"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "venue operations manager": {
      "role_name": "venue operations manager",
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        "project management",
        "market research",
        "budgeting",
        "learning and development",
        "business continuity planning",
        "continuous improvement management",
        "service excellence",
        "corporate governance",
        "manpower planning"
      ],
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        "strategy planning",
        "vendor management",
        "technology application",
        "workplace safety and health performance management",
        "strategy implementation",
        "systems thinking application",
        "risk management and administration",
        "productivity improvement",
        "organisational vision, mission and values formulation",
        "succession planning",
        "events planning and management",
        "resource management",
        "technology scanning",
        "accident and incident response management",
        "project administration",
        "meetings, incentives, conferences and exhibitions (mice) equipment management and venue management",
        "tourism and economic development",
        "crowd control and planning"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vertical product manager": {
      "role_name": "vertical product manager",
      "total_skills": 15,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
      "nice_to_have": [
        "financial management",
        "process improvement and optimisation",
        "risk management and administration",
        "customer management",
        "contract / vendor management",
        "event logistics administration",
        "logistics operations research and planning",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "material management (planning, sourcing, use, disposal)",
        "retail logistics administration",
        "supply chain solutioning / modelling / planning / strategising",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vertical specialist": {
      "role_name": "vertical specialist",
      "total_skills": 14,
      "core_skills": [
        "stakeholder management",
        "market research"
      ],
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        "process improvement and optimisation",
        "risk management and administration",
        "customer management",
        "contract / vendor management",
        "event logistics administration",
        "logistics operations research and planning",
        "logistics solution design thinking",
        "logistics solution product / project management",
        "material management (planning, sourcing, use, disposal)",
        "retail logistics administration",
        "supply chain solutioning / modelling / planning / strategising",
        "vertical programme management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vessel account executive": {
      "role_name": "vessel account executive",
      "total_skills": 10,
      "core_skills": [
        "financial management",
        "business data analysis",
        "cash flow reporting",
        "internal controls"
      ],
      "nice_to_have": [
        "technology integration",
        "accounting standards",
        "audit compliance",
        "cyber security",
        "ethical culture",
        "accounting systems"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vessel accountant": {
      "role_name": "vessel accountant",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "financial management",
        "business data analysis"
      ],
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        "internal controls",
        "technology integration",
        "cash flow reporting",
        "financial planning",
        "accounting standards",
        "risk control and response planning",
        "macroeconomic analysis",
        "ethical culture",
        "cyber security",
        "corporate and business law",
        "audit compliance",
        "accounting systems",
        "vessel cost management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vessel cost controller": {
      "role_name": "vessel cost controller",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "change management",
        "budgeting",
        "financial management",
        "business data analysis"
      ],
      "nice_to_have": [
        "benchmarking",
        "cash flow reporting",
        "technology integration",
        "financial planning",
        "internal controls",
        "accounting standards",
        "macroeconomic analysis",
        "risk control and response planning",
        "ethical culture",
        "audit compliance",
        "cyber security",
        "corporate and business law",
        "vessel cost management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vessel operations manager": {
      "role_name": "vessel operations manager",
      "total_skills": 12,
      "core_skills": [
        "financial management",
        "service excellence",
        "networking",
        "risk compliance and governance"
      ],
      "nice_to_have": [
        "business data analysis",
        "technology integration",
        "cyber security",
        "organisational strategy and policy realisation",
        "resource management",
        "risk control and response planning",
        "innovation",
        "ship operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vice president": {
      "role_name": "vice president",
      "total_skills": 52,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "business negotiation"
      ],
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        "manpower planning",
        "business development",
        "process improvement and optimisation",
        "standard operating procedures development",
        "crisis communication and media management",
        "customer relationship management",
        "service innovation",
        "human factors management",
        "internet of things application",
        "service branding and coaching",
        "airline operations management",
        "inclement weather operations and planning",
        "flight disruptions and irregular operations management",
        "airport operations management",
        "service level agreement management",
        "financial planning and budget management",
        "ground handling services and operations management",
        "engineering project management",
        "accident and incident response management",
        "engineering contract management",
        "airline distribution channel strategies",
        "airline marketing",
        "airport service quality management",
        "airport collaborative decision making model application",
        "network planning and operations",
        "airfield civil infrastructure maintenance and design",
        "airfield specialised systems maintenance and design",
        "scheduling and slot coordination",
        "runway safety",
        "route forecasting and development",
        "airline revenue management",
        "personnel and equipment operational readiness",
        "passenger movement management",
        "passenger information systems management",
        "airport and airline economics",
        "engineering safety and security standards",
        "airport infrastructure and facilities maintenance and design",
        "airport safeguarding and security",
        "human-robot collaboration",
        "airside operations management",
        "airside safety",
        "flight planning",
        "cabin crew performance management",
        "fire prevention and firefighting",
        "emergency response planning",
        "aircraft performance management",
        "engineering standards audit and assessment"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "video editor (colour grading, online editing)": {
      "role_name": "video editor (colour grading, online editing)",
      "total_skills": 6,
      "core_skills": [
        "media file formats conformation",
        "procurement for production operations",
        "video editing"
      ],
      "nice_to_have": [
        "colour grading",
        "immersive video editing",
        "production operations"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vision mixer / switcher": {
      "role_name": "vision mixer / switcher",
      "total_skills": 5,
      "core_skills": [
        "media file formats conformation",
        "video editing"
      ],
      "nice_to_have": [
        "vision mixing",
        "creative storytelling",
        "storyboarding"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "visual merchandiser": {
      "role_name": "visual merchandiser",
      "total_skills": 39,
      "core_skills": [
        "innovation management",
        "market research",
        "business negotiation",
        "crisis management",
        "data analytics",
        "conflict management",
        "marketing campaign management",
        "business environment analysis",
        "customer behaviour analysis",
        "report writing",
        "e-commerce campaign management"
      ],
      "nice_to_have": [
        "intellectual property management",
        "workplace safety and health",
        "business relationship building",
        "design concepts generation",
        "brand campaign management",
        "visual collaterals production",
        "market trend analysis",
        "merchandise performance analysis",
        "organisational relationship building",
        "people development",
        "product styling",
        "workplace communications",
        "workforce diversity and harmony",
        "visual merchandising presentation",
        "visual design and communication principles",
        "shopper marketing campaign management",
        "retail space utilisation",
        "business operational planning",
        "digital image production",
        "process improvement",
        "problem identification",
        "personal effectiveness",
        "colour concept application",
        "compliance with legal regulations",
        "customer experience innovation",
        "idea generation and selection",
        "financial budget planning and management",
        "point-of-purchase marketing"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "visual merchandising associate / assistant": {
      "role_name": "visual merchandising associate / assistant",
      "total_skills": 27,
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        "innovation management",
        "crisis management",
        "data analytics",
        "marketing campaign management",
        "business environment analysis",
        "customer behaviour analysis",
        "report writing",
        "e-commerce campaign management"
      ],
      "nice_to_have": [
        "intellectual property management",
        "workplace safety and health",
        "brand campaign management",
        "merchandise performance analysis",
        "visual collaterals production",
        "business operational planning",
        "workplace communications",
        "visual merchandising presentation",
        "visual design and communication principles",
        "shopper marketing campaign management",
        "retail space utilisation",
        "idea generation and selection",
        "customer experience innovation",
        "process improvement",
        "problem identification",
        "point-of-purchase marketing",
        "colour concept application",
        "compliance with legal regulations",
        "product styling"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "visualiser / storyteller": {
      "role_name": "visualiser / storyteller",
      "total_skills": 16,
      "core_skills": [
        "brand management",
        "business presentation delivery",
        "design sketching",
        "design standards and specification",
        "technical drawing",
        "aesthetic and design sensibility",
        "conceptual thinking",
        "design creation and development"
      ],
      "nice_to_have": [
        "digital and physical prototyping",
        "imagination and exploration",
        "narrative design",
        "visual communication",
        "content development and strategy",
        "cultural sensitivity for design",
        "data and information visualisation",
        "empathetic design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "volunteer executive": {
      "role_name": "volunteer executive",
      "total_skills": 10,
      "core_skills": [],
      "nice_to_have": [
        "stakeholder management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "social sector policy influence",
        "trends evaluation and application",
        "volunteer programme evaluation",
        "volunteer programme management",
        "volunteer recruitment",
        "volunteer retention and engagement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "volunteer manager": {
      "role_name": "volunteer manager",
      "total_skills": 10,
      "core_skills": [],
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        "stakeholder management",
        "collaborative practices across disciplines and sectors",
        "diversity awareness and management",
        "ethics, values and legislation",
        "social sector policy influence",
        "trends evaluation and application",
        "volunteer programme evaluation",
        "volunteer programme management",
        "volunteer recruitment",
        "volunteer retention and engagement"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vulnerability assessment and penetration testing analyst": {
      "role_name": "vulnerability assessment and penetration testing analyst",
      "total_skills": 12,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "strategy planning"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "strategy implementation",
        "test planning",
        "cyber risk management",
        "audit and compliance",
        "network security",
        "security assessment and testing",
        "security strategy",
        "threat analysis and defence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "vulnerability assessment and penetration testing manager": {
      "role_name": "vulnerability assessment and penetration testing manager",
      "total_skills": 19,
      "core_skills": [
        "stakeholder management",
        "learning and development",
        "budgeting",
        "manpower planning",
        "strategy planning",
        "business performance management"
      ],
      "nice_to_have": [
        "emerging technology synthesis",
        "networking",
        "test planning",
        "strategy implementation",
        "cyber risk management",
        "people and performance management",
        "security governance",
        "audit and compliance",
        "security strategy",
        "security education and awareness",
        "security assessment and testing",
        "network security",
        "threat analysis and defence"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "warehouse officer / inventory controller / quality control officer / warehouse facilities management officer": {
      "role_name": "warehouse officer / inventory controller / quality control officer / warehouse facilities management officer",
      "total_skills": 18,
      "core_skills": [
        "stakeholder management",
        "process improvement and optimisation",
        "risk management and administration",
        "dangerous goods management",
        "warehouse space utilisation"
      ],
      "nice_to_have": [
        "order fulfilment administration",
        "customer management",
        "contract / vendor management",
        "warehouse layout design",
        "warehouse performance measurement",
        "warehouse management system administration",
        "warehouse maintenance and housekeeping",
        "warehouse automation application",
        "warehouse facility security control",
        "warehouse facility management",
        "warehouse administration",
        "hazardous materials identification system (hmis) administration",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "warehouse operations executive / inventory management executive / warehouse assistant manager": {
      "role_name": "warehouse operations executive / inventory management executive / warehouse assistant manager",
      "total_skills": 17,
      "core_skills": [
        "innovation management",
        "change management",
        "financial management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "risk management and administration",
        "warehouse space utilisation",
        "dangerous goods management",
        "customer management",
        "hazardous materials identification system (hmis) administration",
        "logistics solution design thinking",
        "shipment load planning and palletisation / consolidation",
        "warehouse administration",
        "warehouse automation application",
        "warehouse layout design",
        "warehouse management system administration",
        "warehouse performance measurement",
        "automation design"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "warehouse operations manager / inventory management manager / capacity management manager": {
      "role_name": "warehouse operations manager / inventory management manager / capacity management manager",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "change management",
        "financial management"
      ],
      "nice_to_have": [
        "process improvement and optimisation",
        "strategy implementation",
        "risk management and administration",
        "customer management",
        "warehouse space utilisation",
        "order fulfilment administration",
        "dangerous goods management",
        "logistics solution design thinking",
        "hazardous materials identification system (hmis) administration",
        "warehouse automation application",
        "warehouse facility security control",
        "warehouse layout design",
        "warehouse performance measurement",
        "public-private-individual partnership collaboration"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "warehouse storekeeper / inventory coordinator / logistics coordinator": {
      "role_name": "warehouse storekeeper / inventory coordinator / logistics coordinator",
      "total_skills": 15,
      "core_skills": [
        "equipment maintenance",
        "risk management and administration",
        "dangerous goods management",
        "order fulfilment administration",
        "cargo lifting",
        "container loading and unloading administration",
        "environmental protection management",
        "hazardous materials identification system (hmis) administration"
      ],
      "nice_to_have": [
        "material handling equipment (mhe) handling",
        "warehouse administration",
        "warehouse automation application",
        "warehouse facility management",
        "warehouse maintenance and housekeeping",
        "warehouse management system administration",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "warehouse supervisor / inventory control supervisor / quality control supervisor": {
      "role_name": "warehouse supervisor / inventory control supervisor / quality control supervisor",
      "total_skills": 18,
      "core_skills": [
        "change management",
        "equipment maintenance",
        "risk management and administration",
        "order fulfilment administration",
        "dangerous goods management"
      ],
      "nice_to_have": [
        "warehouse space utilisation",
        "environmental protection management",
        "hazardous materials identification system (hmis) administration",
        "logistics operations research and planning",
        "logistics process quality management",
        "material handling equipment (mhe) handling",
        "warehouse administration",
        "warehouse facility management",
        "warehouse layout design",
        "warehouse maintenance and housekeeping",
        "warehouse management system administration",
        "warehouse performance measurement",
        "warehousing / cargo-related occupational health and safety management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "waste and recyclables collection attendant": {
      "role_name": "waste and recyclables collection attendant",
      "total_skills": 10,
      "core_skills": [
        "emergency response management",
        "internet of things management",
        "robotics and automation application"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "incident and accident investigation",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "hazardous material management",
        "waste disposal management",
        "waste sorting management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "waste and recyclables collection executive": {
      "role_name": "waste and recyclables collection executive",
      "total_skills": 23,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "business continuity management",
        "internet of things management",
        "strategy planning",
        "data and statistical analytics"
      ],
      "nice_to_have": [
        "knowledge management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "risk management and administration",
        "effectiveness management",
        "customer management",
        "transport management system administration",
        "hazardous material management",
        "process quality management",
        "equipment and inventory management",
        "transport route and schedule planning",
        "waste collection management",
        "waste material loading and unloading administration",
        "automation research and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "waste and recyclables collection manager": {
      "role_name": "waste and recyclables collection manager",
      "total_skills": 27,
      "core_skills": [
        "stakeholder management",
        "market research",
        "emergency response management",
        "learning and development",
        "business continuity management",
        "internet of things management",
        "strategy planning",
        "conflict management",
        "business development"
      ],
      "nice_to_have": [
        "data and statistical analytics",
        "knowledge management",
        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "effectiveness management",
        "risk management and administration",
        "transport management system administration",
        "workplace safety and health practices implementation",
        "customer management",
        "process quality management",
        "hazardous material management",
        "equipment and inventory management",
        "transport route and schedule planning",
        "waste collection management",
        "waste material loading and unloading administration",
        "automation research and implementation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "waste and recyclables collection supervisor": {
      "role_name": "waste and recyclables collection supervisor",
      "total_skills": 17,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "internet of things management",
        "conflict management"
      ],
      "nice_to_have": [
        "workplace safety and health performance management",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "effectiveness management",
        "customer management",
        "workplace safety and health practices implementation",
        "hazardous material management",
        "equipment and inventory management",
        "process quality management",
        "transport route and schedule planning",
        "waste collection management"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
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      "role_name": "waste management consultant",
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        "environmental management system framework development and implementation",
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        "waste treatment management",
        "waste recycling and recovery management"
      ],
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        "waste collection management",
        "sustainable material research",
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        "pyrolysis process for plastic waste recycling",
        "automation research and implementation",
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      ],
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    },
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        "environmental management system framework development and implementation",
        "process improvement and optimisation"
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        "waste recycling and recovery management",
        "waste disposal management",
        "sustainable material research",
        "pyrolysis process for plastic waste recycling",
        "automation research and implementation",
        "process quality management",
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        "hazardous material management",
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      ],
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    },
    "waste recycling executive / waste recovery executive": {
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        "risk management and administration",
        "effectiveness management",
        "workplace safety and health practices implementation",
        "customer management",
        "process quality management",
        "hazardous material management",
        "equipment and inventory management",
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        "automation research and implementation"
      ],
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    },
    "waste recycling machine operator": {
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      ],
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        "incident and accident investigation",
        "environmental management system policies, standards, procedures and practices management",
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        "hazardous material management",
        "waste sorting management"
      ],
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    },
    "waste recycling manager / waste recovery manager": {
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        "conflict management"
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        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
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        "risk management and administration",
        "workplace safety and health practices implementation",
        "customer management",
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        "equipment and inventory management",
        "waste sorting management",
        "automation research and implementation"
      ],
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    },
    "waste recycling sorter": {
      "role_name": "waste recycling sorter",
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        "workplace safety and health culture development"
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        "environmental management system policies, standards, procedures and practices management",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "hazardous material management",
        "waste sorting management"
      ],
      "industries": [],
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    },
    "waste recycling supervisor / waste recovery supervisor": {
      "role_name": "waste recycling supervisor / waste recovery supervisor",
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        "emergency response management",
        "learning and development",
        "workplace safety and health performance management"
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        "incident and accident investigation",
        "process improvement and optimisation",
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        "workplace safety and health practices implementation",
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        "hazardous material management",
        "process quality management",
        "waste sorting management"
      ],
      "industries": [],
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    },
    "waste treatment executive / waste disposal executive": {
      "role_name": "waste treatment executive / waste disposal executive",
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        "emergency response management",
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        "business continuity management",
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        "internet of things management",
        "strategy planning",
        "data and statistical analytics",
        "knowledge management"
      ],
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        "robotics and automation application",
        "process improvement and optimisation",
        "environmental management system framework development and implementation",
        "incident and accident investigation",
        "effectiveness management",
        "risk management and administration",
        "workplace safety and health practices implementation",
        "environmental management system policies, standards, procedures and practices management",
        "customer management",
        "process quality management",
        "hazardous material management",
        "equipment and inventory management",
        "waste disposal management",
        "waste treatment management",
        "cleaning chemical handling",
        "automation research and implementation"
      ],
      "industries": [],
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    },
    "waste treatment plant manager": {
      "role_name": "waste treatment plant manager",
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        "market research",
        "emergency response management",
        "business continuity management",
        "learning and development",
        "internet of things management",
        "business development",
        "conflict management",
        "strategy planning",
        "data and statistical analytics"
      ],
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        "workplace safety and health culture development",
        "robotics and automation application",
        "environmental management system framework development and implementation",
        "incident and accident investigation",
        "process improvement and optimisation",
        "risk management and administration",
        "effectiveness management",
        "workplace safety and health practices implementation",
        "environmental management system policies, standards, procedures and practices management",
        "customer management",
        "process quality management",
        "hazardous material management",
        "waste disposal management",
        "waste treatment management",
        "cleaning chemical handling",
        "automation research and implementation"
      ],
      "industries": [],
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    },
    "waste treatment supervisor / waste disposal supervisor": {
      "role_name": "waste treatment supervisor / waste disposal supervisor",
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        "emergency response management",
        "learning and development",
        "internet of things management",
        "robotics and automation application"
      ],
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        "incident and accident investigation",
        "process improvement and optimisation",
        "effectiveness management",
        "environmental management system policies, standards, procedures and practices management",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "hazardous material management",
        "process quality management",
        "waste disposal management",
        "waste treatment management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "waste treatment worker / waste disposal worker": {
      "role_name": "waste treatment worker / waste disposal worker",
      "total_skills": 12,
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        "emergency response management",
        "robotics and automation application",
        "workplace safety and health culture development"
      ],
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        "workplace safety and health practices implementation",
        "cleaning chemical handling",
        "equipment and inventory management",
        "hazardous material management",
        "horizontal surface maintenance",
        "vertical surface maintenance",
        "waste disposal management",
        "waste treatment management"
      ],
      "industries": [],
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    },
    "water quality control chemist": {
      "role_name": "water quality control chemist",
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        "emergency response management",
        "continuous improvement management",
        "crisis management"
      ],
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        "staff training facilitation",
        "procurement management",
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        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "technology and systems application",
        "steam and water quality control management",
        "business intelligence and data analytics",
        "chemical reagent management",
        "people capability development",
        "corrective maintenance management",
        "power plant operations management"
      ],
      "industries": [],
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    },
    "water quality control manager": {
      "role_name": "water quality control manager",
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        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "technology road mapping"
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        "procurement management",
        "regulatory compliance",
        "staff training facilitation",
        "hazards and risk identification and management",
        "business planning management",
        "technical report writing",
        "safe system of work development and implementation",
        "steam and water quality control management",
        "technology and systems application",
        "business intelligence and data analytics",
        "power plant operations management",
        "corrective maintenance management",
        "chemical reagent management",
        "people capability development"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "water quality control principal chemist": {
      "role_name": "water quality control principal chemist",
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        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation"
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        "regulatory compliance",
        "staff training facilitation",
        "hazards and risk identification and management",
        "technical report writing",
        "safe system of work development and implementation",
        "steam and water quality control management",
        "technology and systems application",
        "business intelligence and data analytics",
        "chemical reagent management",
        "people capability development",
        "corrective maintenance management",
        "power plant operations management"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "water quality control senior technical officer": {
      "role_name": "water quality control senior technical officer",
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        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "procurement management"
      ],
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        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "business intelligence and data analytics",
        "chemical reagent management",
        "corrective maintenance management",
        "people capability development",
        "power plant operations management",
        "steam and water quality control management",
        "technology and systems application"
      ],
      "industries": [],
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    },
    "water quality control technical officer": {
      "role_name": "water quality control technical officer",
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        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation",
        "procurement management"
      ],
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        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "business intelligence and data analytics",
        "chemical reagent management",
        "corrective maintenance management",
        "people capability development",
        "power plant operations management",
        "steam and water quality control management",
        "technology and systems application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "water quality control technician": {
      "role_name": "water quality control technician",
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        "emergency response management",
        "continuous improvement management",
        "crisis management",
        "workplace safety and health framework development and implementation"
      ],
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        "hazards and risk identification and management",
        "safe system of work development and implementation",
        "technical report writing",
        "business intelligence and data analytics",
        "chemical reagent management",
        "corrective maintenance management",
        "power plant operations management",
        "steam and water quality control management",
        "technology and systems application"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "wealth planner": {
      "role_name": "wealth planner",
      "total_skills": 17,
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        "stakeholder management",
        "business opportunities development",
        "business planning",
        "strategy planning",
        "customer acquisition management",
        "customer experience management"
      ],
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        "risk management",
        "business environment analysis",
        "networking",
        "customer relationship management",
        "product advisory",
        "service challenges",
        "ethical culture",
        "people performance management",
        "market specialisation",
        "trust structuring",
        "wealth planning administration"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "weighbridge operator": {
      "role_name": "weighbridge operator",
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        "stakeholder management",
        "emergency response management",
        "internet of things management"
      ],
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        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "transport management system administration",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "waste material loading and unloading administration"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "weighbridge supervisor": {
      "role_name": "weighbridge supervisor",
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        "stakeholder management",
        "emergency response management",
        "internet of things management",
        "data and statistical analytics",
        "workplace safety and health performance management"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "workplace safety and health culture development",
        "incident and accident investigation",
        "process improvement and optimisation",
        "transport management system administration",
        "workplace safety and health practices implementation",
        "equipment and inventory management",
        "process quality management",
        "waste material loading and unloading administration"
      ],
      "industries": [],
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    },
    "wine server / wine waiter / commis sommelier": {
      "role_name": "wine server / wine waiter / commis sommelier",
      "total_skills": 19,
      "core_skills": [
        "emergency response management",
        "quality assurance management",
        "food safety and hygiene",
        "alcoholic beverage preparation",
        "wine service",
        "technology application and implementation",
        "system and work process improvement",
        "productivity optimisation for food and beverages operations"
      ],
      "nice_to_have": [
        "legislative and regulatory compliance",
        "food waste disposal and reduction",
        "food and beverage visual merchandising presentation",
        "cost control and management",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "customer service excellence",
        "customer data analysis",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
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      "skill_distribution": {}
    },
    "wine specialist / demi sommelier": {
      "role_name": "wine specialist / demi sommelier",
      "total_skills": 35,
      "core_skills": [
        "stakeholder management",
        "emergency response management",
        "learning and development",
        "crisis management",
        "business planning",
        "data analytics",
        "quality assurance management"
      ],
      "nice_to_have": [
        "systems thinking application",
        "people management",
        "loss and risk prevention management",
        "food product marketing",
        "food safety and hygiene",
        "service innovation management",
        "productivity optimisation for food and beverages operations",
        "personal performance management",
        "system and work process improvement",
        "technology application and implementation",
        "wine service",
        "workforce diversity and inclusion",
        "legislative and regulatory compliance",
        "alcoholic beverage preparation",
        "information and communication technology disaster recovery management",
        "food waste disposal and reduction",
        "food and beverage visual merchandising presentation",
        "food and beverage service",
        "food and beverage recipe formulation",
        "food and beverage inventory management",
        "food and beverage equipment maintenance",
        "emerging technology scanning",
        "e-commerce management",
        "customer service excellence",
        "customer data analysis",
        "customer acquisition and relationship management",
        "cost control and management",
        "workplace safety and health for food and beverage operations"
      ],
      "industries": [],
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    },
    "workplace safety and health auditor": {
      "role_name": "workplace safety and health auditor",
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        "stakeholder management",
        "innovation management",
        "change management",
        "corporate governance"
      ],
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        "workplace safety and health performance management",
        "workplace safety and health policy development",
        "workplace safety and health system management",
        "conflict resolution",
        "staff performance management",
        "workplace safety and health audit programme management",
        "project coordination",
        "workplace safety and health audit system management",
        "workplace safety and health culture management"
      ],
      "industries": [],
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    },
    "workplace safety and health coordinator": {
      "role_name": "workplace safety and health coordinator",
      "total_skills": 26,
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        "emergency response management",
        "workplace safety and health performance management",
        "workplace safety and health policy development",
        "internet of things management",
        "workplace safety and health system management",
        "technology application",
        "technical inspection"
      ],
      "nice_to_have": [
        "workplace safety and health culture development",
        "incident and accident investigation",
        "machining",
        "programme management",
        "technical writing",
        "workplace safety and health management in construction industry",
        "workplace safety and health supervision in tunnelling construction",
        "hazards identification",
        "workplace safety and health management in service industry",
        "workplace safety and health management in marine industry",
        "workplace safety and health management in manufacturing industry",
        "workplace safety and health culture management",
        "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
        "workplace safety and health incident management",
        "quality systems management",
        "launch planning and management",
        "forming",
        "lift planning and management",
        "joining and welding"
      ],
      "industries": [],
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    },
    "workplace safety and health manager": {
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        "innovation management",
        "change management",
        "business negotiation",
        "emergency response management",
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        "workplace safety and health performance management",
        "crisis management",
        "internet of things management",
        "workplace safety and health system management"
      ],
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        "business presentation delivery",
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        "conflict resolution",
        "technology application",
        "technical writing",
        "strategy development",
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        "financial budgeting",
        "data synthesis",
        "incident and accident investigation",
        "financial planning",
        "business proposal writing",
        "programme management",
        "technical inspection",
        "technology infrastructure management and integration",
        "behavioural safety management",
        "staff performance management",
        "cloud computing application",
        "operational risk management",
        "manpower forecasting",
        "quality systems management",
        "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
        "hazards identification",
        "workplace safety and health management in service industry",
        "workplace safety and health management in marine industry",
        "workplace safety and health management in manufacturing industry",
        "workplace safety and health management in construction industry",
        "workplace safety and health culture management",
        "workplace safety and health incident management",
        "human factors in job design",
        "workplace safety and health control measures",
        "workplace safety and health business case development",
        "workplace safety and health audit system management",
        "organisational performance management",
        "project coordination"
      ],
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    "workplace safety and health officer": {
      "role_name": "workplace safety and health officer",
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        "change management",
        "emergency response management",
        "workplace safety and health performance management",
        "workplace safety and health system management",
        "workplace safety and health policy development",
        "crisis management"
      ],
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        "internet of things management",
        "business presentation delivery",
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        "technology application",
        "workplace safety and health culture development",
        "incident and accident investigation",
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        "programme management",
        "workplace safety and health business case development",
        "workplace safety and health culture management",
        "financial budgeting",
        "workplace safety and health management in service industry",
        "workplace safety and health management in marine industry",
        "workplace safety and health management in manufacturing industry",
        "workplace safety and health management in construction industry",
        "workplace safety and health management in chemical, process, pharmaceutical industries and laboratories",
        "workplace safety and health incident management",
        "behavioural safety management",
        "workplace safety and health control measures",
        "hazards identification",
        "human factors in job design",
        "quality systems management",
        "lift planning and management",
        "workplace safety and health audit system management",
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        "project coordination",
        "launch planning and management"
      ],
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    },
    "workplace safety and health supervisor": {
      "role_name": "workplace safety and health supervisor",
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        "technology application",
        "workplace safety and health performance management"
      ],
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        "workplace safety and health system management",
        "technical inspection",
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        "workplace safety and health culture management",
        "workplace safety and health incident management"
      ],
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      "skill_distribution": {}
    },
    "workshop engineer": {
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        "business opportunities development",
        "knowledge management",
        "engineering drawing, interpretation and management",
        "robotics and automation application",
        "condition-based assets monitoring management",
        "workplace safety and health framework development and implementation",
        "quality system management",
        "lean manufacturing",
        "continuous process improvement",
        "maintenance coordination",
        "augmented reality application",
        "physics concepts application",
        "piston aeroplane aerodynamics, structures and systems principles application"
      ],
      "nice_to_have": [
        "propeller principles application",
        "piston engine principles application",
        "non-metallic materials testing",
        "aerodynamics principles application",
        "propulsion principles application",
        "mathematical concepts application",
        "surface enhancement",
        "surface preparation and protection for aerospace manufacturing",
        "turbine aeroplane aerodynamics, structures and systems principles application",
        "welding process",
        "sealants process",
        "human factors application and error management",
        "internet of things implementation",
        "aerospace maintenance practices application",
        "helicopter aerodynamics, structures and systems principles application",
        "gas turbine engine principles application",
        "engineering problem solving",
        "electronic fundamentals application",
        "electrical fundamentals application",
        "elastomer seals application",
        "digital techniques application",
        "composite structures design and maintenance",
        "coating",
        "chemical processing",
        "aviation legislation compliance",
        "aerospace materials and hardware selection",
        "workshop practices application"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "workshop manager": {
      "role_name": "workshop manager",
      "total_skills": 31,
      "core_skills": [
        "stakeholder management",
        "innovation management",
        "change management",
        "project management",
        "budgeting",
        "business continuity planning",
        "continuous improvement management"
      ],
      "nice_to_have": [
        "vendor management",
        "technology application",
        "workplace safety and health culture development",
        "robotics and automation application",
        "report writing",
        "maintenance scheduling",
        "people development",
        "work at heights",
        "staff performance management",
        "organisational planning and target setting",
        "bus air-conditioning systems maintenance",
        "internet of things application",
        "engineering maintenance management",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "workplace and facilities safety management",
        "bus brake systems maintenance",
        "workplace safety and health for confined spaces",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "workshop supervisor / senior foreman": {
      "role_name": "workshop supervisor / senior foreman",
      "total_skills": 29,
      "core_skills": [
        "innovation management",
        "learning and development",
        "continuous improvement management",
        "data and statistical analytics",
        "vendor management",
        "report writing",
        "workplace safety and health culture development"
      ],
      "nice_to_have": [
        "robotics and automation application",
        "maintenance scheduling",
        "people development",
        "staff performance management",
        "equipment maintenance and housekeeping",
        "work at heights",
        "inventory management",
        "workplace and facilities safety management",
        "workplace safety and health for electrical safety",
        "workplace safety and health for fire prevention and fire fighting",
        "bus air-conditioning systems maintenance",
        "internet of things application",
        "bus body work maintenance",
        "heavy lifting machinery operation",
        "bus steering and suspension systems maintenance",
        "bus regulatory compliance",
        "bus recovery and towing",
        "bus engine system maintenance",
        "bus electrical and electronic systems maintenance",
        "bus drivetrain systems maintenance",
        "bus brake systems maintenance",
        "workplace safety and health for incident and accident investigation"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "youth work associate": {
      "role_name": "youth work associate",
      "total_skills": 20,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "emergency response and crisis management",
        "case and care planning",
        "reflexive practice",
        "youth development"
      ],
      "nice_to_have": [
        "trends evaluation and application",
        "social service programme implementation",
        "social service programme evaluation",
        "social service programme development",
        "mentoring for youths",
        "casework evaluation",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "youth outreach"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    },
    "youth worker": {
      "role_name": "youth worker",
      "total_skills": 24,
      "core_skills": [
        "stakeholder management",
        "resilience and self-care",
        "professional consultation",
        "emergency response and crisis management",
        "advocacy and representation",
        "youth development",
        "trends evaluation and application",
        "social service programme implementation",
        "social service programme evaluation"
      ],
      "nice_to_have": [
        "social service programme development",
        "social sector policy influence",
        "reflexive practice",
        "practice supervision",
        "case and care planning",
        "mentoring for youths",
        "group work intervention",
        "group work evaluation",
        "group work assessment and planning",
        "ethics, values and legislation",
        "diversity awareness and management",
        "collaborative practices across disciplines and sectors",
        "casework intervention",
        "casework evaluation",
        "youth outreach"
      ],
      "industries": [],
      "departments": [],
      "skill_distribution": {}
    }
  },
  "config": {
    "embedding_model": "all-mpnet-base-v2",
    "use_tfidf": true,
    "use_collaborative": true,
    "min_skill_freq": 1,
    "core_skill_threshold": 0.7
  }
}