--- license: cc task_categories: - text-classification - zero-shot-classification - feature-extraction - text2text-generation - sentence-similarity task_ids: - multi-label-classification - multi-class-classification annotations_creators: - expert-generated language_creators: - expert-generated language: - en multilinguality: - monolingual source_datasets: - original pretty_name: Multilingual classification of European Skills, Competences, and Occupations size_categories: - n<1K dataset_info: - config_name: esco_en features: - name: ISCO_CODE_1 dtype: class_label: names: '0': '0' '1': '1' '2': '2' '3': '3' '4': '4' '5': '5' '6': '6' '7': '7' '8': '8' '9': '9' - name: ISCO_LABEL_1 dtype: class_label: names: '0': Armed Forces Occupations '1': Managers '2': Professionals '3': Technicians and Associate Professionals '4': Clerical Support Workers '5': Services And Sales Workers '6': Skilled Agricultural, Forestry and Fishery Workers '7': Craft and Related Trades Workers '8': Plant and Machine Operators and Assemblers '9': Elementary Occupations - name: ISCO_DEFINITION_1 dtype: string - name: ISCO_CODE_2 dtype: class_label: names: '0': '01' '1': '02' '2': '03' '3': '11' '4': '12' '5': '13' '6': '14' '7': '21' '8': '22' '9': '23' '10': '24' '11': '25' '12': '26' '13': '31' '14': '32' '15': '33' '16': '34' '17': '35' '18': '41' '19': '42' '20': '43' '21': '44' '22': '51' '23': '52' '24': '53' '25': '54' '26': '61' '27': '62' '28': '63' '29': '71' '30': '72' '31': '73' '32': '74' '33': '75' '34': '81' '35': '82' '36': '83' '37': '91' '38': '92' '39': '93' '40': '94' '41': '95' '42': '96' - name: ISCO_LABEL_2 dtype: class_label: names: '0': Commissioned Armed Forces Officers '1': Non-commissioned Armed Forces Officers '2': Armed Forces Occupations, Other Ranks '3': Chief Executives, Senior Officials and Legislators '4': Administrative and Commercial Managers '5': Production and Specialized Services Managers '6': Hospitality, Retail and Other Services Managers '7': Science and Engineering Professionals '8': Health Professionals '9': Teaching Professionals '10': Business and Administration Professionals '11': Information and Communications Technology Professionals '12': Legal, Social and Cultural Professionals '13': Science and Engineering Associate Professionals '14': Health Associate Professionals '15': Business and Administration Associate Professionals '16': Legal, Social, Cultural and Related Associate Professionals '17': Information and Communications Technicians '18': General and Keyboard Clerks '19': Customer Services Clerks '20': Numerical and Material Recording Clerks '21': Other Clerical Support Workers '22': Personal Services Workers '23': Sales Workers '24': Personal Care Workers '25': Protective Services Workers '26': Market-oriented Skilled Agricultural Workers '27': Market-oriented Skilled Forestry, Fishery and Hunting Workers '28': Building and Related Trades Workers (excluding Electricians) '29': Metal, Machinery and Related Trades Workers '30': Handicraft and Printing Workers '31': Electrical and Electronics Trades Workers '32': Food Processing, Woodworking, Garment and Other Craft and Related Trades Workers '33': Stationary Plant and Machine Operators '34': Assemblers '35': Drivers and Mobile Plant Operators '36': Cleaners and Helpers '37': Agricultural, Forestry and Fishery Labourers '38': Labourers in Mining, Construction, Manufacturing and Transport '39': Food Preparation Assistants '40': Street and Related Sales and Services Workers '41': Refuse Workers and Other Elementary Workers '42': Subsistence Farmers, Fishers, Hunters and Gatherers - name: ISCO_DEFINITION_2 dtype: string - name: ISCO_CODE_3 dtype: class_label: names: '0': '011' '1': '021' '2': '031' '3': '111' '4': '112' '5': '121' '6': '122' '7': '131' '8': '132' '9': '133' '10': '134' '11': '141' '12': '142' '13': '143' '14': '211' '15': '212' '16': '213' '17': '214' '18': '215' '19': '216' '20': '221' '21': '222' '22': '223' '23': '225' '24': '226' '25': '231' '26': '232' '27': '233' '28': '234' '29': '235' '30': '241' '31': '242' '32': '243' '33': '251' '34': '252' '35': '261' '36': '262' '37': '263' '38': '264' '39': '265' '40': '311' '41': '312' '42': '313' '43': '314' '44': '315' '45': '321' '46': '322' '47': '323' '48': '324' '49': '325' '50': '331' '51': '332' '52': '333' '53': '334' '54': '335' '55': '341' '56': '342' '57': '343' '58': '351' '59': '352' '60': '411' '61': '412' '62': '413' '63': '421' '64': '422' '65': '431' '66': '432' '67': '441' '68': '511' '69': '512' '70': '513' '71': '514' '72': '515' '73': '516' '74': '521' '75': '522' '76': '523' '77': '524' '78': '531' '79': '532' '80': '541' '81': '611' '82': '612' '83': '613' '84': '621' '85': '622' '86': '711' '87': '712' '88': '713' '89': '721' '90': '722' '91': '723' '92': '731' '93': '732' '94': '741' '95': '742' '96': '751' '97': '752' '98': '753' '99': '754' '100': '811' '101': '812' '102': '813' '103': '814' '104': '815' '105': '816' '106': '817' '107': '818' '108': '821' '109': '831' '110': '832' '111': '833' '112': '834' '113': '835' '114': '911' '115': '912' '116': '921' '117': '931' '118': '932' '119': '933' '120': '941' '121': '951' '122': '952' '123': '961' '124': '962' '125': '224' '126': '631' '127': '632' '128': '633' '129': '634' - name: ISCO_LABEL_3 dtype: class_label: names: '0': Commissioned Armed Forces Officers '1': Non-commissioned Armed Forces Officers '2': Armed Forces Occupations, Other Ranks '3': Legislators and Senior Officials '4': Managing Directors and Chief Executives '5': Business Services and Administration Managers '6': Sales, Marketing and Development Managers '7': Production Managers in Agriculture, Forestry and Fisheries '8': Manufacturing, Mining, Construction and Distribution Managers '9': Information and Communications Technology Services Managers '10': Professional Services Managers '11': Hotel and Restaurant Managers '12': Retail and Wholesale Trade Managers '13': Other Services Managers '14': Physical and Earth Science Professionals '15': Mathematicians, Actuaries and Statisticians '16': Life Science Professionals '17': Engineering Professionals (excluding Electrotechnology) '18': Electrotechnology Engineers '19': Architects, Planners, Surveyors and Designers '20': Medical Doctors '21': Nursing and Midwifery Professionals '22': Traditional and Complementary Medicine Professionals '23': Veterinarians '24': Other Health Professionals '25': University and Higher Education Teachers '26': Vocational Education Teachers '27': Secondary Education Teachers '28': Primary School and Early Childhood Teachers '29': Other Teaching Professionals '30': Finance Professionals '31': Administration Professionals '32': Sales, Marketing and Public Relations Professionals '33': Software and Applications Developers and Analysts '34': Database and Network Professionals '35': Legal Professionals '36': Librarians, Archivists and Curators '37': Social and Religious Professionals '38': Authors, Journalists and Linguists '39': Creative and Performing Artists '40': Physical and Engineering Science Technicians '41': Mining, Manufacturing and Construction Supervisors '42': Process Control Technicians '43': Life Science Technicians and Related Associate Professionals '44': Ship and Aircraft Controllers and Technicians '45': Medical and Pharmaceutical Technicians '46': Nursing and Midwifery Associate Professionals '47': Traditional and Complementary Medicine Associate Professionals '48': Veterinary Technicians and Assistants '49': Other Health Associate Professionals '50': Financial and Mathematical Associate Professionals '51': Sales and Purchasing Agents and Brokers '52': Business Services Agents '53': Administrative and Specialized Secretaries '54': Government Regulatory Associate Professionals '55': Legal, Social and Religious Associate Professionals '56': Sports and Fitness Workers '57': Artistic, Cultural and Culinary Associate Professionals '58': Information and Communications Technology Operations and User Support Technicians '59': Telecommunications and Broadcasting Technicians '60': General Office Clerks '61': Secretaries (general) '62': Keyboard Operators '63': Tellers, Money Collectors and Related Clerks '64': Client Information Workers '65': Numerical Clerks '66': Material Recording and Transport Clerks '67': Other Clerical Support Workers '68': Travel Attendants, Conductors and Guides '69': Cooks '70': Waiters and Bartenders '71': Hairdressers, Beauticians and Related Workers '72': Building and Housekeeping Supervisors '73': Other Personal Services Workers '74': Street and Market Salespersons '75': Shop Salespersons '76': Cashiers and Ticket Clerks '77': Other Sales Workers '78': "Child Care Workers and Teachers\u2019 Aides" '79': Personal Care Workers in Health Services '80': Protective Services Workers '81': Market Gardeners and Crop Growers '82': Animal Producers '83': Mixed Crop and Animal Producers '84': Forestry and Related Workers '85': Fishery Workers, Hunters and Trappers '86': Building Frame and Related Trades Workers '87': Building Finishers and Related Trades Workers '88': Painters, Building Structure Cleaners and Related Trades Workers '89': Sheet and Structural Metal Workers, Moulders and Welders, and Related Workers '90': Blacksmiths, Toolmakers and Related Trades Workers '91': Machinery Mechanics and Repairers '92': Handicraft Workers '93': Printing Trades Workers '94': Electrical Equipment Installers and Repairers '95': Electronics and Telecommunications Installers and Repairers '96': Food Processing and Related Trades Workers '97': Wood Treaters, Cabinet-makers and Related Trades Workers '98': Garment and Related Trades Workers '99': Other Craft and Related Workers '100': Mining and Mineral Processing Plant Operators '101': Metal Processing and Finishing Plant Operators '102': Chemical and Photographic Products Plant and Machine Operators '103': Rubber, Plastic and Paper Products Machine Operators '104': Textile, Fur and Leather Products Machine Operators '105': Food and Related Products Machine Operators '106': Wood Processing and Papermaking Plant Operators '107': Other Stationary Plant and Machine Operators '108': Assemblers '109': Locomotive Engine Drivers and Related Workers '110': Car, Van and Motorcycle Drivers '111': Heavy Truck and Bus Drivers '112': Mobile Plant Operators '113': "Ships\u2019 Deck Crews and Related Workers" '114': Domestic, Hotel and Office Cleaners and Helpers '115': Vehicle, Window, Laundry and Other Hand Cleaning Workers '116': Agricultural, Forestry and Fishery Labourers '117': Mining and Construction Labourers '118': Manufacturing Labourers '119': Transport and Storage Labourers '120': Food Preparation Assistants '121': Street and Related Services Workers '122': Street Vendors (excluding Food) '123': Refuse Workers '124': Other Elementary Workers '125': Paramedical Practitioners '126': Subsistence Crop Farmers '127': Subsistence Livestock Farmers '128': Subsistence Mixed Crop and Livestock Farmers '129': Subsistence Fishers, Hunters, Trappers and Gatherers - name: ISCO_CODE_4 dtype: class_label: names: '0': '0110' '1': '0210' '2': '0310' '3': '1111' '4': '1112' '5': '1114' '6': '1120' '7': '1211' '8': '1212' '9': '1213' '10': '1219' '11': '1221' '12': '1222' '13': '1223' '14': '1311' '15': '1312' '16': '1321' '17': '1322' '18': '1323' '19': '1324' '20': '1330' '21': '1341' '22': '1342' '23': '1343' '24': '1344' '25': '1345' '26': '1346' '27': '1349' '28': '1411' '29': '1412' '30': '1420' '31': '1431' '32': '1439' '33': '2111' '34': '2112' '35': '2113' '36': '2114' '37': '2120' '38': '2131' '39': '2132' '40': '2133' '41': '2141' '42': '2142' '43': '2143' '44': '2144' '45': '2145' '46': '2146' '47': '2149' '48': '2151' '49': '2152' '50': '2153' '51': '2161' '52': '2162' '53': '2163' '54': '2164' '55': '2165' '56': '2166' '57': '2211' '58': '2212' '59': '2221' '60': '2222' '61': '2230' '62': '2250' '63': '2261' '64': '2262' '65': '2263' '66': '2264' '67': '2265' '68': '2266' '69': '2267' '70': '2269' '71': '2310' '72': '2320' '73': '2330' '74': '2341' '75': '2342' '76': '2351' '77': '2352' '78': '2353' '79': '2354' '80': '2355' '81': '2356' '82': '2359' '83': '2411' '84': '2412' '85': '2413' '86': '2421' '87': '2422' '88': '2423' '89': '2424' '90': '2431' '91': '2432' '92': '2433' '93': '2434' '94': '2511' '95': '2512' '96': '2513' '97': '2514' '98': '2519' '99': '2521' '100': '2522' '101': '2523' '102': '2529' '103': '2611' '104': '2612' '105': '2619' '106': '2621' '107': '2622' '108': '2631' '109': '2632' '110': '2633' '111': '2634' '112': '2635' '113': '2636' '114': '2641' '115': '2642' '116': '2643' '117': '2651' '118': '2652' '119': '2653' '120': '2654' '121': '2655' '122': '2656' '123': '2659' '124': '3111' '125': '3112' '126': '3113' '127': '3114' '128': '3115' '129': '3116' '130': '3117' '131': '3118' '132': '3119' '133': '3121' '134': '3122' '135': '3123' '136': '3131' '137': '3132' '138': '3133' '139': '3134' '140': '3135' '141': '3139' '142': '3141' '143': '3142' '144': '3143' '145': '3151' '146': '3152' '147': '3153' '148': '3154' '149': '3155' '150': '3211' '151': '3212' '152': '3213' '153': '3214' '154': '3222' '155': '3230' '156': '3240' '157': '3251' '158': '3252' '159': '3253' '160': '3254' '161': '3255' '162': '3256' '163': '3257' '164': '3258' '165': '3259' '166': '3311' '167': '3312' '168': '3313' '169': '3314' '170': '3315' '171': '3321' '172': '3322' '173': '3323' '174': '3324' '175': '3331' '176': '3332' '177': '3333' '178': '3334' '179': '3339' '180': '3341' '181': '3342' '182': '3343' '183': '3344' '184': '3351' '185': '3352' '186': '3353' '187': '3354' '188': '3355' '189': '3359' '190': '3411' '191': '3412' '192': '3413' '193': '3421' '194': '3422' '195': '3423' '196': '3431' '197': '3432' '198': '3433' '199': '3434' '200': '3435' '201': '3511' '202': '3512' '203': '3513' '204': '3514' '205': '3521' '206': '3522' '207': '4110' '208': '4120' '209': '4131' '210': '4132' '211': '4211' '212': '4212' '213': '4213' '214': '4214' '215': '4221' '216': '4222' '217': '4223' '218': '4224' '219': '4225' '220': '4226' '221': '4227' '222': '4229' '223': '4311' '224': '4312' '225': '4313' '226': '4321' '227': '4322' '228': '4323' '229': '4411' '230': '4412' '231': '4413' '232': '4415' '233': '4416' '234': '4419' '235': '5111' '236': '5112' '237': '5113' '238': '5120' '239': '5131' '240': '5132' '241': '5141' '242': '5142' '243': '5151' '244': '5152' '245': '5153' '246': '5161' '247': '5162' '248': '5163' '249': '5164' '250': '5165' '251': '5169' '252': '5211' '253': '5212' '254': '5221' '255': '5222' '256': '5223' '257': '5230' '258': '5241' '259': '5242' '260': '5243' '261': '5244' '262': '5245' '263': '5246' '264': '5249' '265': '5311' '266': '5312' '267': '5321' '268': '5322' '269': '5329' '270': '5411' '271': '5412' '272': '5413' '273': '5414' '274': '5419' '275': '6111' '276': '6112' '277': '6113' '278': '6114' '279': '6121' '280': '6122' '281': '6123' '282': '6129' '283': '6130' '284': '6210' '285': '6221' '286': '6222' '287': '6223' '288': '6224' '289': '7111' '290': '7112' '291': '7113' '292': '7114' '293': '7115' '294': '7119' '295': '7121' '296': '7122' '297': '7123' '298': '7124' '299': '7125' '300': '7126' '301': '7127' '302': '7131' '303': '7132' '304': '7133' '305': '7211' '306': '7212' '307': '7213' '308': '7214' '309': '7215' '310': '7221' '311': '7222' '312': '7223' '313': '7224' '314': '7231' '315': '7232' '316': '7233' '317': '7234' '318': '7311' '319': '7312' '320': '7313' '321': '7314' '322': '7315' '323': '7316' '324': '7317' '325': '7318' '326': '7319' '327': '7321' '328': '7322' '329': '7323' '330': '7411' '331': '7412' '332': '7413' '333': '7421' '334': '7422' '335': '7511' '336': '7512' '337': '7513' '338': '7514' '339': '7515' '340': '7516' '341': '7521' '342': '7522' '343': '7523' '344': '7531' '345': '7532' '346': '7533' '347': '7534' '348': '7535' '349': '7536' '350': '7541' '351': '7542' '352': '7543' 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'9623' '425': '9629' '426': '1113' '427': '2240' '428': '3221' '429': '4414' '430': '6310' '431': '6320' '432': '6330' '433': '6340' '434': '7549' '435': '9624' - name: ISCO_LABEL_4 dtype: class_label: names: '0': Commissioned Armed Forces Officers '1': Non-commissioned Armed Forces Officers '2': Armed Forces Occupations, Other Ranks '3': Legislators '4': Senior Government Officials '5': Senior Officials of Special-interest Organizations '6': Managing Directors and Chief Executives '7': Finance Managers '8': Human Resource Managers '9': Policy and Planning Managers '10': Business Services and Administration Managers Not Elsewhere Classified '11': Sales and Marketing Managers '12': Advertising and Public Relations Managers '13': Research and Development Managers '14': Agricultural and Forestry Production Managers '15': Aquaculture and Fisheries Production Managers '16': Manufacturing Managers '17': Mining Managers '18': Construction Managers '19': Supply, Distribution and Related Managers '20': Information and Communications Technology Services Managers '21': Child Care Services Managers '22': Health Services Managers '23': Aged Care Services Managers '24': Social Welfare Managers '25': Education Managers '26': Financial and Insurance Services Branch Managers '27': Professional Services Managers Not Elsewhere Classified '28': Hotel Managers '29': Restaurant Managers '30': Retail and Wholesale Trade Managers '31': Sports, Recreation and Cultural Centre Managers '32': Services Managers Not Elsewhere Classified '33': Physicists and Astronomers '34': Meteorologists '35': Chemists '36': Geologists and Geophysicists '37': Mathematicians, Actuaries and Statisticians '38': Biologists, Botanists, Zoologists and Related Professionals '39': Farming, Forestry and Fisheries Advisers '40': Environmental Protection Professionals '41': Industrial and Production Engineers '42': Civil Engineers '43': Environmental Engineers '44': Mechanical Engineers '45': Chemical Engineers '46': Mining Engineers, Metallurgists and Related Professionals '47': Engineering Professionals Not Elsewhere Classified '48': Electrical Engineers '49': Electronics Engineers '50': Telecommunications Engineers '51': Building Architects '52': Landscape Architects '53': Product and Garment Designers '54': Town and Traffic Planners '55': Cartographers and Surveyors '56': Graphic and Multimedia Designers '57': Generalist Medical Practitioners '58': Specialist Medical Practitioners '59': Nursing Professionals '60': Midwifery Professionals '61': Traditional and Complementary Medicine Professionals '62': Veterinarians '63': Dentists '64': Pharmacists '65': Environmental and Occupational Health and Hygiene Professionals '66': Physiotherapists '67': Dieticians and Nutritionists '68': Audiologists and Speech Therapists '69': Optometrists and Ophthalmic Opticians '70': Health Professionals Not Elsewhere Classified '71': University and Higher Education Teachers '72': Vocational Education Teachers '73': Secondary Education Teachers '74': Primary School Teachers '75': Early Childhood Educators '76': Education Methods specialists '77': Special Needs Teachers '78': Other Language Teachers '79': Other Music Teachers '80': Other Arts Teachers '81': Information Technology Trainers '82': Teaching Professionals Not Elsewhere Classified '83': Accountants '84': Financial and Investment Advisers '85': Financial Analysts '86': Management and Organization Analysts '87': Policy Administration Professionals '88': Personnel and Careers Professionals '89': Training and Staff Development Professionals '90': Advertising and Marketing Professionals '91': Public Relations Professionals '92': Technical and Medical Sales Professionals (excluding ICT) '93': Information and Communications Technology Sales Professionals '94': Systems Analysts '95': Software Developers '96': Web and Multimedia Developers '97': Applications Programmers '98': Software and Applications Developers and Analysts Not Elsewhere Classified '99': Database Designers and Administrators '100': Systems Administrators '101': Computer Network Professionals '102': Database and Network Professionals Not Elsewhere Classified '103': Lawyers '104': Judges '105': Legal Professionals Not Elsewhere Classified '106': Archivists and Curators '107': Librarians and Related Information Professionals '108': Economists '109': Sociologists, Anthropologists and Related Professionals '110': Philosophers, Historians and Political Scientists '111': Psychologists '112': Social Work and Counselling Professionals '113': Religious Professionals '114': Authors and Related Writers '115': Journalists '116': Translators, Interpreters and Other Linguists '117': Visual Artists '118': Musicians, Singers and Composers '119': Dancers and Choreographers '120': Film, Stage and Related Directors and Producers '121': Actors '122': Announcers on Radio, Television and Other Media '123': Creative and Performing Artists Not Elsewhere Classified '124': Chemical and Physical Science Technicians '125': Civil Engineering Technicians '126': Electrical Engineering Technicians '127': Electronics Engineering Technicians '128': Mechanical Engineering Technicians '129': Chemical Engineering Technicians '130': Mining and Metallurgical Technicians '131': Draughtspersons '132': Physical and Engineering Science Technicians Not Elsewhere Classified '133': Mining Supervisors '134': Manufacturing Supervisors '135': Construction Supervisors '136': Power Production Plant Operators '137': Incinerator and Water Treatment Plant Operators '138': Chemical Processing Plant Controllers '139': Petroleum and Natural Gas Refining Plant Operators '140': Metal Production Process Controllers '141': Process Control Technicians Not Elsewhere Classified '142': Life Science Technicians (excluding Medical) '143': Agricultural Technicians '144': Forestry Technicians '145': "Ships\u2019 Engineers" '146': "Ships\u2019 Deck Officers and Pilots" '147': Aircraft Pilots and Related Associate Professionals '148': Air Traffic Controllers '149': Air Traffic Safety Electronics Technicians '150': Medical Imaging and Therapeutic Equipment Technicians '151': Medical and Pathology Laboratory Technicians '152': Pharmaceutical Technicians and Assistants '153': Medical and Dental Prosthetic Technicians '154': Midwifery Associate Professionals '155': Traditional and Complementary Medicine Associate Professionals '156': Veterinary Technicians and Assistants '157': Dental Assistants and Therapists '158': Medical Records and Health Information Technicians '159': Community Health Workers '160': Dispensing Opticians '161': Physiotherapy Technicians and Assistants '162': Medical Assistants '163': Environmental and Occupational Health Inspectors and Associates '164': Ambulance Workers '165': Health Associate Professionals Not Elsewhere Classified '166': Securities and Finance Dealers and Brokers '167': Credit and Loans Officers '168': Accounting Associate Professionals '169': Statistical, Mathematical and Related Associate Professionals '170': Valuers and Loss Assessors '171': Insurance Representatives '172': Commercial Sales Representatives '173': Buyers '174': Trade Brokers '175': Clearing and Forwarding Agents '176': Conference and Event Planners '177': Employment Agents and Contractors '178': Real Estate Agents and Property Managers '179': Business Services Agents Not Elsewhere Classified '180': Office Supervisors '181': Legal Secretaries '182': Administrative and Executive Secretaries '183': Medical Secretaries '184': Customs and Border Inspectors '185': Government Tax and Excise Officials '186': Government Social Benefits Officials '187': Government Licensing Officials '188': Police Inspectors and Detectives '189': Government Regulatory Associate Professionals Not Elsewhere Classified '190': Legal and Related Associate Professionals '191': Social Work Associate Professionals '192': Religious Associate Professionals '193': Athletes and Sports Players '194': Sports Coaches, Instructors and Officials '195': Fitness and Recreation Instructors and Programme Leaders '196': Photographers '197': Interior Designers and Decorators '198': Gallery, Museum and Library Technicians '199': Chefs '200': Other Artistic and Cultural Associate Professionals '201': Information and Communications Technology Operations Technicians '202': Information and Communications Technology User Support Technicians '203': Computer Network and Systems Technicians '204': Web Technicians '205': Broadcasting and Audiovisual Technicians '206': Telecommunications Engineering Technicians '207': General Office Clerks '208': Secretaries (general) '209': Typists and Word Processing Operators '210': Data Entry Clerks '211': Bank Tellers and Related Clerks '212': Bookmakers, Croupiers and Related Gaming Workers '213': Pawnbrokers and Money-lenders '214': Debt Collectors and Related Workers '215': Travel Consultants and Clerks '216': Contact Centre Information Clerks '217': Telephone Switchboard Operators '218': Hotel Receptionists '219': Inquiry Clerks '220': Receptionists (general) '221': Survey and Market Research Interviewers '222': Client Information Workers Not Elsewhere Classified '223': Accounting and Bookkeeping Clerks '224': Statistical, Finance and Insurance Clerks '225': Payroll Clerks '226': Stock Clerks '227': Production Clerks '228': Transport Clerks '229': Library Clerks '230': Mail Carriers and Sorting Clerks '231': Coding, Proofreading and Related Clerks '232': Filing and Copying Clerks '233': Personnel Clerks '234': Clerical Support Workers Not Elsewhere Classified '235': Travel Attendants and Travel Stewards '236': Transport Conductors '237': Travel Guides '238': Cooks '239': Waiters '240': Bartenders '241': Hairdressers '242': Beauticians and Related Workers '243': Cleaning and Housekeeping Supervisors in Offices, Hotels and Other Establishments '244': Domestic Housekeepers '245': Building Caretakers '246': Astrologers, Fortune-tellers and Related Workers '247': Companions and Valets '248': Undertakers and Embalmers '249': Pet Groomers and Animal Care Workers '250': Driving Instructors '251': Personal Services Workers Not Elsewhere Classified '252': Stall and Market Salespersons '253': Street Food Salespersons '254': Shopkeepers '255': Shop Supervisors '256': Shop Sales Assistants '257': Cashiers and Ticket Clerks '258': Fashion and Other Models '259': Sales Demonstrators '260': Door-to-door Salespersons '261': Contact Centre Salespersons '262': Service Station Attendants '263': Food Service Counter Attendants '264': Sales Workers Not Elsewhere Classified '265': Child Care Workers '266': "Teachers\u2019 Aides" '267': Health Care Assistants '268': Home-based Personal Care Workers '269': Personal Care Workers in Health Services Not Elsewhere Classified '270': Firefighters '271': Police Officers '272': Prison Guards '273': Security Guards '274': Protective Services Workers Not Elsewhere Classified '275': Field Crop and Vegetable Growers '276': Tree and Shrub Crop Growers '277': Gardeners; Horticultural and Nursery Growers '278': Mixed Crop Growers '279': Livestock and Dairy Producers '280': Poultry Producers '281': Apiarists and Sericulturists '282': Animal Producers Not Elsewhere Classified '283': Mixed Crop and Animal Producers '284': Forestry and Related Workers '285': Aquaculture Workers '286': Inland and Coastal Waters Fishery Workers '287': Deep-sea Fishery Workers '288': Hunters and Trappers '289': House Builders '290': Bricklayers and Related Workers '291': Stonemasons, Stone Cutters, Splitters and Carvers '292': Concrete Placers, Concrete Finishers and Related Workers '293': Carpenters and Joiners '294': Building Frame and Related Trades Workers Not Elsewhere Classified '295': Roofers '296': Floor Layers and Tile Setters '297': Plasterers '298': Insulation Workers '299': Glaziers '300': Plumbers and Pipe Fitters '301': Air Conditioning and Refrigeration Mechanics '302': Painters and Related Workers '303': Spray Painters and Varnishers '304': Building Structure Cleaners '305': Metal Moulders and Coremakers '306': Welders and Flame Cutters '307': Sheet Metal Workers '308': Structural Metal Preparers and Erectors '309': Riggers and Cable Splicers '310': Blacksmiths, Hammersmiths and Forging Press Workers '311': Toolmakers and Related Workers '312': Metal Working Machine Tool Setters and Operators '313': Metal Polishers, Wheel Grinders and Tool Sharpeners '314': Motor Vehicle Mechanics and Repairers '315': Aircraft Engine Mechanics and Repairers '316': Agricultural and Industrial Machinery Mechanics and Repairers '317': Bicycle and Related Repairers '318': Precision-instrument Makers and Repairers '319': Musical Instrument Makers and Tuners '320': Jewellery and Precious Metal Workers '321': Potters and Related Workers '322': Glass Makers, Cutters, Grinders and Finishers '323': Signwriters, Decorative Painters, Engravers and Etchers '324': Handicraft Workers in Wood, Basketry and Related Materials '325': Handicraft Workers in Textile, Leather and Related Materials '326': Handicraft Workers Not Elsewhere Classified '327': Pre-press Technicians '328': Printers '329': Print Finishing and Binding Workers '330': Building and Related Electricians '331': Electrical Mechanics and Fitters '332': Electrical Line Installers and Repairers '333': Electronics Mechanics and Servicers '334': Information and Communications Technology Installers and Servicers '335': Butchers, Fishmongers and Related Food Preparers '336': Bakers, Pastry-cooks and Confectionery Makers '337': Dairy Products Makers '338': Fruit, Vegetable and Related Preservers '339': Food and Beverage Tasters and Graders '340': Tobacco Preparers and Tobacco Products Makers '341': Wood Treaters '342': Cabinet-makers and Related Workers '343': Woodworking Machine Tool Setters and Operators '344': Tailors, Dressmakers, Furriers and Hatters '345': Garment and Related Patternmakers and Cutters '346': Sewing, Embroidery and Related Workers '347': Upholsterers and Related Workers '348': Pelt Dressers, Tanners and Fellmongers '349': Shoemakers and Related Workers '350': Underwater Divers '351': Shotfirers and Blasters '352': Product Graders and Testers (excluding Foods and Beverages) '353': Fumigators and Other Pest and Weed Controllers '354': Miners and Quarriers '355': Mineral and Stone Processing Plant Operators '356': Well Drillers and Borers and Related Workers '357': Cement, Stone and Other Mineral Products Machine Operators '358': Metal Processing Plant Operators '359': Metal Finishing, Plating and Coating Machine Operators '360': Chemical Products Plant and Machine Operators '361': Photographic Products Machine Operators '362': Rubber Products Machine Operators '363': Plastic Products Machine Operators '364': Paper Products Machine Operators '365': Fibre Preparing, Spinning and Winding Machine Operators '366': Weaving and Knitting Machine Operators '367': Sewing Machine Operators '368': Bleaching, Dyeing and Fabric Cleaning Machine Operators '369': Fur and Leather Preparing Machine Operators '370': Shoemaking and Related Machine Operators '371': Laundry Machine Operators '372': Textile, Fur and Leather Products Machine Operators Not Elsewhere Classified '373': Food and Related Products Machine Operators '374': Pulp and Papermaking Plant Operators '375': Wood Processing Plant Operators '376': Glass and Ceramics Plant Operators '377': Steam Engine and Boiler Operators '378': Packing, Bottling and Labelling Machine Operators '379': Stationary Plant and Machine Operators Not Elsewhere Classified '380': Mechanical Machinery Assemblers '381': Electrical and Electronic Equipment Assemblers '382': Assemblers Not Elsewhere Classified '383': Locomotive Engine Drivers '384': Railway Brake, Signal and Switch Operators '385': Motorcycle Drivers '386': Car, Taxi and Van Drivers '387': Bus and Tram Drivers '388': Heavy Truck and Lorry Drivers '389': Mobile Farm and Forestry Plant Operators '390': Earthmoving and Related Plant Operators '391': Crane, Hoist and Related Plant Operators '392': Lifting Truck Operators '393': "Ships\u2019 Deck Crews and Related Workers" '394': Domestic Cleaners and Helpers '395': Cleaners and Helpers in Offices, Hotels and Other Establishments '396': Hand Launderers and Pressers '397': Vehicle Cleaners '398': Window Cleaners '399': Other Cleaning Workers '400': Crop Farm Labourers '401': Livestock Farm Labourers '402': Mixed Crop and Livestock Farm Labourers '403': Garden and Horticultural Labourers '404': Forestry Labourers '405': Fishery and Aquaculture Labourers '406': Mining and Quarrying Labourers '407': Civil Engineering Labourers '408': Building Construction Labourers '409': Hand Packers '410': Manufacturing Labourers Not Elsewhere Classified '411': Hand and Pedal Vehicle Drivers '412': Drivers of Animal-drawn Vehicles and Machinery '413': Freight Handlers '414': Shelf Fillers '415': Fast Food Preparers '416': Kitchen Helpers '417': Street and Related Services Workers '418': Street Vendors (excluding Food) '419': Garbage and Recycling Collectors '420': Refuse Sorters '421': Sweepers and Related Labourers '422': Messengers, Package Deliverers and Luggage Porters '423': Odd-job Persons '424': Meter Readers and Vending-machine Collectors '425': Elementary Workers Not Elsewhere Classified '426': Traditional Chiefs and Heads of Villages '427': Paramedical Practitioners '428': Nursing Associate Professionals '429': Scribes and Related Workers '430': Subsistence Crop Farmers '431': Subsistence Livestock Farmers '432': Subsistence Mixed Crop and Livestock Farmers '433': Subsistence Fishers, Hunters, Trappers and Gatherers '434': Craft and Related Workers Not Elsewhere Classified '435': Water and Firewood Collectors - name: ISCO_DEFINITION_4 dtype: string - name: ISCO_CODES dtype: sequence - name: ISCO_LABELS dtype: sequence - name: ESCO_CODE dtype: class_label: names: '0': '0110.1' '1': '0110.10' '2': '0110.11' '3': '0110.12' '4': '0110.2' '5': '0110.3' '6': '0110.4' '7': '0110.5' '8': '0110.6' '9': '0110.7' '10': '0110.8' '11': '0110.9' '12': '0210.1' '13': '0210.2' '14': '0210.3' '15': '0210.4' '16': '0310.1' '17': '0310.2' '18': '0310.3' '19': '0310.4' '20': '0310.5' '21': '1111.1' '22': '1111.2' '23': '1111.3' '24': '1111.4' '25': '1111.5' '26': '1111.6' '27': '1111.7' '28': '1112.1' '29': '1112.2' '30': '1112.3' '31': 1112.3.1 '32': 1112.3.2 '33': '1112.4' '34': '1112.5' '35': '1112.6' '36': '1112.7' '37': '1114.1' '38': '1120.1' '39': '1120.3' '40': 1120.3.1 '41': '1120.4' '42': '1120.5' '43': '1120.6' '44': '1211.1' '45': 1211.1.1 '46': 1211.1.2 '47': 1211.1.3 '48': 1211.1.4 '49': '1212.1' '50': '1212.2' '51': 1212.2.1 '52': '1212.3' '53': '1213.1' '54': '1213.2' '55': 1213.2.1 '56': 1213.2.2 '57': 1213.2.3 '58': '1213.3' '59': '1213.4' '60': '1213.5' '61': 1213.5.1 '62': '1213.6' '63': '1213.7' '64': '1213.8' '65': '1219.1' '66': 1219.1.1 '67': 1219.1.2 '68': '1219.2' '69': '1219.3' '70': '1219.4' '71': '1219.5' '72': 1219.5.1 '73': 1219.5.2 '74': 1219.5.3 '75': 1219.5.4 '76': 1219.5.5 '77': '1219.6' '78': '1219.7' '79': '1221.1' '80': '1221.2' '81': '1221.3' '82': 1221.3.1 '83': 1221.3.2 '84': 1221.3.2.1 '85': 1221.3.2.1.1 '86': 1221.3.2.1.2 '87': 1221.3.2.1.3 '88': 1221.3.2.1.4 '89': 1221.3.3 '90': '1221.4' '91': '1221.5' '92': '1221.6' '93': '1222.1' '94': 1222.1.1 '95': 1222.1.2 '96': '1223.1' '97': 1223.1.1 '98': '1223.2' '99': 1223.2.1 '100': 1223.2.1.1 '101': 1223.2.1.2 '102': 1223.2.1.3 '103': 1223.2.1.4 '104': 1223.2.2 '105': 1223.2.2.1 '106': '1311.1' '107': '1312.1' '108': '1312.2' '109': '1312.3' '110': '1321.1' '111': '1321.2' '112': 1321.2.1 '113': 1321.2.1.1 '114': 1321.2.1.2 '115': 1321.2.1.3 '116': 1321.2.1.4 '117': 1321.2.1.5 '118': 1321.2.1.6 '119': 1321.2.1.6.1 '120': 1321.2.1.6.2 '121': 1321.2.1.7 '122': 1321.2.1.8 '123': 1321.2.2 '124': 1321.2.2.1 '125': 1321.2.2.2 '126': 1321.2.2.3 '127': 1321.2.3 '128': 1321.2.4 '129': 1321.2.5 '130': '1321.3' '131': '1322.1' '132': 1322.1.1 '133': 1322.1.2 '134': '1322.2' '135': '1323.1' '136': 1323.1.1 '137': 1323.1.2 '138': '1324.1' '139': '1324.2' '140': '1324.3' '141': 1324.3.1 '142': 1324.3.1.1 '143': 1324.3.1.2 '144': 1324.3.1.3 '145': 1324.3.1.4 '146': 1324.3.1.5 '147': 1324.3.1.6 '148': 1324.3.1.6.1 '149': 1324.3.1.6.10 '150': 1324.3.1.6.11 '151': 1324.3.1.6.12 '152': 1324.3.1.6.13 '153': 1324.3.1.6.14 '154': 1324.3.1.6.15 '155': 1324.3.1.6.16 '156': 1324.3.1.6.17 '157': 1324.3.1.6.18 '158': 1324.3.1.6.19 '159': 1324.3.1.6.2 '160': 1324.3.1.6.20 '161': 1324.3.1.6.21 '162': 1324.3.1.6.22 '163': 1324.3.1.6.23 '164': 1324.3.1.6.24 '165': 1324.3.1.6.25 '166': 1324.3.1.6.26 '167': 1324.3.1.6.27 '168': 1324.3.1.6.28 '169': 1324.3.1.6.29 '170': 1324.3.1.6.3 '171': 1324.3.1.6.30 '172': 1324.3.1.6.31 '173': 1324.3.1.6.32 '174': 1324.3.1.6.4 '175': 1324.3.1.6.5 '176': 1324.3.1.6.6 '177': 1324.3.1.6.7 '178': 1324.3.1.6.8 '179': 1324.3.1.6.9 '180': 1324.3.2 '181': 1324.3.2.1 '182': 1324.3.2.10 '183': 1324.3.2.11 '184': 1324.3.2.12 '185': 1324.3.2.13 '186': 1324.3.2.14 '187': 1324.3.2.15 '188': 1324.3.2.16 '189': 1324.3.2.17 '190': 1324.3.2.18 '191': 1324.3.2.19 '192': 1324.3.2.2 '193': 1324.3.2.20 '194': 1324.3.2.21 '195': 1324.3.2.22 '196': 1324.3.2.23 '197': 1324.3.2.24 '198': 1324.3.2.25 '199': 1324.3.2.26 '200': 1324.3.2.27 '201': 1324.3.2.28 '202': 1324.3.2.29 '203': 1324.3.2.3 '204': 1324.3.2.30 '205': 1324.3.2.31 '206': 1324.3.2.32 '207': 1324.3.2.33 '208': 1324.3.2.34 '209': 1324.3.2.35 '210': 1324.3.2.4 '211': 1324.3.2.5 '212': 1324.3.2.6 '213': 1324.3.2.7 '214': 1324.3.2.8 '215': 1324.3.2.9 '216': 1324.3.3 '217': 1324.3.4 '218': 1324.3.4.1 '219': '1324.4' '220': '1324.5' '221': '1324.6' '222': '1324.7' '223': '1324.8' '224': 1324.8.1 '225': 1324.8.2 '226': 1324.8.2.1 '227': 1324.8.3 '228': '1330.1' '229': 1330.1.1 '230': '1330.10' '231': '1330.2' '232': '1330.3' '233': '1330.4' '234': '1330.5' '235': 1330.5.1 '236': '1330.6' '237': '1330.7' '238': '1330.8' '239': '1330.9' '240': '1341.1' '241': '1341.2' '242': '1341.3' '243': '1342.1' '244': '1342.2' '245': '1343.1' '246': '1344.1' '247': 1344.1.1 '248': 1344.1.2 '249': 1344.1.3 '250': '1345.1' '251': 1345.1.1 '252': 1345.1.10 '253': 1345.1.2 '254': 1345.1.3 '255': 1345.1.4 '256': 1345.1.5 '257': 1345.1.6 '258': 1345.1.7 '259': 1345.1.8 '260': 1345.1.9 '261': '1346.1' '262': '1346.2' '263': '1346.3' '264': '1346.4' '265': '1346.5' '266': '1346.6' '267': '1349.1' '268': '1349.10' '269': '1349.11' '270': '1349.12' '271': '1349.13' '272': '1349.14' '273': '1349.15' '274': '1349.16' '275': '1349.17' '276': '1349.18' '277': '1349.19' '278': '1349.2' '279': '1349.20' '280': '1349.21' '281': 1349.21.1 '282': '1349.22' '283': '1349.23' '284': '1349.3' '285': '1349.4' '286': '1349.5' '287': '1349.6' '288': '1349.7' '289': '1349.8' '290': '1349.9' '291': '1411.1' '292': '1411.2' '293': '1411.3' '294': '1412.1' '295': '1420.1' '296': '1420.2' '297': '1420.3' '298': '1420.4' '299': 1420.4.1 '300': 1420.4.10 '301': 1420.4.11 '302': 1420.4.12 '303': 1420.4.13 '304': 1420.4.14 '305': 1420.4.15 '306': 1420.4.16 '307': 1420.4.17 '308': 1420.4.18 '309': 1420.4.19 '310': 1420.4.2 '311': 1420.4.20 '312': 1420.4.21 '313': 1420.4.22 '314': 1420.4.23 '315': 1420.4.24 '316': 1420.4.25 '317': 1420.4.26 '318': 1420.4.27 '319': 1420.4.28 '320': 1420.4.29 '321': 1420.4.3 '322': 1420.4.30 '323': 1420.4.31 '324': 1420.4.32 '325': 1420.4.33 '326': 1420.4.34 '327': 1420.4.35 '328': 1420.4.36 '329': 1420.4.37 '330': 1420.4.38 '331': 1420.4.39 '332': 1420.4.4 '333': 1420.4.40 '334': 1420.4.41 '335': 1420.4.42 '336': 1420.4.43 '337': 1420.4.5 '338': 1420.4.6 '339': 1420.4.7 '340': 1420.4.8 '341': 1420.4.9 '342': '1420.5' '343': '1420.6' '344': '1431.1' '345': 1431.1.1 '346': 1431.1.2 '347': '1431.2' '348': 1431.2.1 '349': 1431.2.2 '350': 1431.2.3 '351': 1431.2.4 '352': 1431.2.5 '353': 1431.2.6 '354': '1431.3' '355': '1439.1' '356': '1439.2' '357': '1439.3' '358': '1439.4' '359': '1439.5' '360': '1439.6' '361': '1439.7' '362': '1439.8' '363': '2111.1' '364': '2111.2' '365': '2111.3' '366': '2112.1' '367': 2112.1.1 '368': 2112.1.2 '369': 2112.1.3 '370': '2112.2' '371': '2113.1' '372': 2113.1.1 '373': 2113.1.2 '374': 2113.1.3 '375': 2113.1.4 '376': 2113.1.5 '377': 2113.1.6 '378': '2113.2' '379': '2114.1' '380': 2114.1.1 '381': 2114.1.10 '382': 2114.1.2 '383': 2114.1.3 '384': 2114.1.4 '385': 2114.1.5 '386': 2114.1.6 '387': 2114.1.7 '388': 2114.1.8 '389': 2114.1.9 '390': '2114.2' '391': '2114.3' '392': '2120.1' '393': '2120.2' '394': '2120.3' '395': '2120.4' '396': '2120.5' '397': '2120.6' '398': 2120.6.1 '399': '2131.1' '400': '2131.2' '401': '2131.3' '402': '2131.4' '403': 2131.4.1 '404': 2131.4.10 '405': 2131.4.11 '406': 2131.4.12 '407': 2131.4.13 '408': 2131.4.2 '409': 2131.4.3 '410': 2131.4.4 '411': 2131.4.5 '412': 2131.4.6 '413': 2131.4.6.1 '414': 2131.4.7 '415': 2131.4.8 '416': 2131.4.9 '417': '2131.5' '418': '2131.6' '419': '2131.7' '420': '2131.8' '421': 2131.8.1 '422': 2131.8.2 '423': '2132.1' '424': '2132.2' '425': '2132.3' '426': '2132.4' '427': '2132.5' '428': '2132.6' '429': '2133.1' '430': '2133.10' '431': '2133.11' '432': '2133.13' '433': '2133.14' '434': '2133.15' '435': 2133.15.1 '436': '2133.2' '437': '2133.3' '438': '2133.4' '439': '2133.5' '440': '2133.6' '441': '2133.7' '442': '2133.8' '443': '2133.9' '444': '2141.1' '445': '2141.10' '446': '2141.11' '447': '2141.2' '448': '2141.3' '449': '2141.4' '450': 2141.4.1 '451': 2141.4.2 '452': 2141.4.2.1 '453': 2141.4.2.2 '454': 2141.4.3 '455': '2141.5' '456': '2141.6' '457': '2141.8' '458': '2141.9' '459': '2142.1' '460': 2142.1.1 '461': 2142.1.11 '462': 2142.1.2 '463': 2142.1.3 '464': 2142.1.4 '465': 2142.1.5 '466': 2142.1.6 '467': 2142.1.7 '468': 2142.1.8 '469': 2142.1.9 '470': '2143.1' '471': 2143.1.1 '472': 2143.1.3 '473': 2143.1.4 '474': '2143.2' '475': '2143.3' '476': '2144.1' '477': 2144.1.1 '478': 2144.1.1.1 '479': 2144.1.10 '480': 2144.1.11 '481': 2144.1.12 '482': 2144.1.13 '483': 2144.1.14 '484': 2144.1.15 '485': 2144.1.16 '486': 2144.1.17 '487': 2144.1.18 '488': 2144.1.19 '489': 2144.1.2 '490': 2144.1.2.1 '491': 2144.1.20 '492': 2144.1.21 '493': 2144.1.22 '494': 2144.1.23 '495': 2144.1.3 '496': 2144.1.4 '497': 2144.1.5 '498': 2144.1.6 '499': 2144.1.7 '500': 2144.1.8 '501': 2144.1.9 '502': '2145.1' '503': 2145.1.1 '504': 2145.1.2 '505': 2145.1.3 '506': 2145.1.4 '507': 2145.1.5 '508': 2145.1.6 '509': 2145.1.7 '510': 2145.1.8 '511': 2145.1.9 '512': '2145.2' '513': '2145.3' '514': '2146.1' '515': '2146.10' '516': '2146.11' '517': '2146.2' '518': '2146.3' '519': '2146.4' '520': '2146.5' '521': 2146.5.1 '522': 2146.5.2 '523': '2146.6' '524': '2146.7' '525': '2146.8' '526': '2146.9' '527': '2149.1' '528': '2149.10' '529': 2149.10.1 '530': '2149.11' '531': 2149.11.1 '532': 2149.11.2 '533': '2149.12' '534': 2149.12.1 '535': '2149.13' '536': '2149.14' '537': '2149.15' '538': '2149.16' '539': '2149.17' '540': '2149.2' '541': 2149.2.1 '542': 2149.2.2 '543': 2149.2.3 '544': 2149.2.4 '545': 2149.2.5 '546': 2149.2.6 '547': 2149.2.7 '548': 2149.2.7.1 '549': 2149.2.8 '550': '2149.3' '551': '2149.4' '552': '2149.5' '553': 2149.5.1 '554': '2149.6' '555': '2149.7' '556': '2149.8' '557': '2149.9' '558': 2149.9.1 '559': 2149.9.2 '560': 2149.9.3 '561': 2149.9.4 '562': 2149.9.5 '563': 2149.9.6 '564': 2149.9.7 '565': 2149.9.8 '566': 2149.9.9 '567': '2151.1' '568': 2151.1.1 '569': 2151.1.2 '570': 2151.1.3 '571': 2151.1.4 '572': 2151.1.5 '573': 2151.1.6 '574': '2151.2' '575': '2152.1' '576': 2152.1.1 '577': 2152.1.10 '578': 2152.1.11 '579': 2152.1.12 '580': 2152.1.13 '581': 2152.1.14 '582': 2152.1.15 '583': 2152.1.2 '584': 2152.1.3 '585': 2152.1.4 '586': 2152.1.5 '587': 2152.1.6 '588': 2152.1.7 '589': 2152.1.7.1 '590': 2152.1.8 '591': 2152.1.9 '592': '2153.1' '593': 2153.1.1 '594': '2161.1' '595': 2161.1.1 '596': '2162.1' '597': 2162.1.1 '598': '2163.1' '599': 2163.1.1 '600': 2163.1.2 '601': 2163.1.3 '602': 2163.1.3.1 '603': 2163.1.3.2 '604': 2163.1.3.3 '605': 2163.1.4 '606': 2163.1.5 '607': 2163.1.6 '608': 2163.1.7 '609': 2163.1.8 '610': '2163.2' '611': '2163.3' '612': '2163.4' '613': '2164.1' '614': '2164.2' '615': '2164.3' '616': '2164.4' '617': '2165.1' '618': '2165.2' '619': '2165.3' '620': '2165.4' '621': 2165.4.1 '622': 2165.4.2 '623': '2166.1' '624': '2166.10' '625': '2166.11' '626': '2166.12' '627': '2166.13' '628': '2166.14' '629': '2166.2' '630': '2166.3' '631': 2166.3.1 '632': '2166.4' '633': '2166.5' '634': '2166.6' '635': '2166.7' '636': '2166.8' '637': '2166.9' '638': '2211.1' '639': '2212.1' '640': '2221.1' '641': '2221.2' '642': '2221.3' '643': '2222.1' '644': '2230.1' '645': '2230.2' '646': 2230.2.1 '647': 2230.2.2 '648': 2230.2.3 '649': '2250.1' '650': '2250.2' '651': '2250.3' '652': '2250.4' '653': 2250.4.1 '654': 2250.4.2 '655': '2250.5' '656': '2250.6' '657': '2250.7' '658': '2250.8' '659': '2250.9' '660': '2261.1' '661': '2261.2' '662': '2262.1' '663': 2262.1.1 '664': 2262.1.2 '665': 2262.1.2.1 '666': 2262.1.2.2 '667': '2263.1' '668': '2263.2' '669': '2263.3' '670': 2263.3.1 '671': '2263.5' '672': '2264.1' '673': '2264.2' '674': '2265.1' '675': 2265.1.1 '676': '2266.1' '677': '2266.2' '678': '2267.1' '679': '2267.2' '680': '2269.1' '681': '2269.10' '682': '2269.11' '683': '2269.2' '684': '2269.3' '685': '2269.4' '686': '2269.5' '687': '2269.6' '688': '2269.7' '689': '2269.8' '690': 2269.8.1 '691': 2269.8.2 '692': '2269.9' '693': 2269.9.1 '694': 2269.9.2 '695': 2269.9.3 '696': 2269.9.4 '697': '2310.1' '698': 2310.1.1 '699': 2310.1.10 '700': 2310.1.11 '701': 2310.1.12 '702': 2310.1.13 '703': 2310.1.14 '704': 2310.1.15 '705': 2310.1.16 '706': 2310.1.17 '707': 2310.1.18 '708': 2310.1.19 '709': 2310.1.2 '710': 2310.1.20 '711': 2310.1.21 '712': 2310.1.22 '713': 2310.1.23 '714': 2310.1.24 '715': 2310.1.25 '716': 2310.1.26 '717': 2310.1.27 '718': 2310.1.28 '719': 2310.1.29 '720': 2310.1.3 '721': 2310.1.30 '722': 2310.1.31 '723': 2310.1.32 '724': 2310.1.33 '725': 2310.1.34 '726': 2310.1.35 '727': 2310.1.36 '728': 2310.1.37 '729': 2310.1.38 '730': 2310.1.39 '731': 2310.1.4 '732': 2310.1.40 '733': 2310.1.41 '734': 2310.1.42 '735': 2310.1.43 '736': 2310.1.5 '737': 2310.1.6 '738': 2310.1.7 '739': 2310.1.8 '740': 2310.1.9 '741': '2310.2' '742': '2320.1' '743': 2320.1.1 '744': 2320.1.10 '745': 2320.1.11 '746': 2320.1.12 '747': 2320.1.13 '748': 2320.1.14 '749': 2320.1.15 '750': 2320.1.16 '751': 2320.1.17 '752': 2320.1.18 '753': 2320.1.19 '754': 2320.1.2 '755': 2320.1.20 '756': 2320.1.21 '757': 2320.1.22 '758': 2320.1.23 '759': 2320.1.24 '760': 2320.1.3 '761': 2320.1.4 '762': 2320.1.5 '763': 2320.1.6 '764': 2320.1.7 '765': 2320.1.8 '766': 2320.1.9 '767': '2330.1' '768': 2330.1.1 '769': 2330.1.10 '770': 2330.1.11 '771': 2330.1.12 '772': 2330.1.13 '773': 2330.1.14 '774': 2330.1.15 '775': 2330.1.16 '776': 2330.1.17 '777': 2330.1.18 '778': 2330.1.2 '779': 2330.1.3 '780': 2330.1.4 '781': 2330.1.5 '782': 2330.1.6 '783': 2330.1.7 '784': 2330.1.8 '785': 2330.1.9 '786': '2341.1' '787': 2341.1.1 '788': '2342.1' '789': '2342.2' '790': '2342.3' '791': '2351.1' '792': '2351.2' '793': '2351.3' '794': '2351.4' '795': '2352.1' '796': 2352.1.1 '797': 2352.1.2 '798': 2352.1.3 '799': 2352.1.4 '800': 2352.1.5 '801': 2352.1.6 '802': '2352.2' '803': '2353.1' '804': '2353.2' '805': '2354.1' '806': '2355.1' '807': '2355.2' '808': '2355.3' '809': '2355.4' '810': '2355.5' '811': '2355.6' '812': '2356.1' '813': 2356.1.1 '814': '2359.1' '815': '2359.10' '816': '2359.11' '817': '2359.12' '818': '2359.13' '819': '2359.14' '820': '2359.2' '821': '2359.3' '822': '2359.4' '823': '2359.5' '824': '2359.6' '825': '2359.7' '826': '2359.8' '827': '2359.9' '828': '2411.1' '829': 2411.1.1 '830': 2411.1.10 '831': 2411.1.11 '832': 2411.1.12 '833': 2411.1.2 '834': 2411.1.3 '835': 2411.1.4 '836': 2411.1.5 '837': 2411.1.6 '838': 2411.1.7 '839': 2411.1.8 '840': 2411.1.9 '841': '2412.1' '842': '2412.10' '843': '2412.11' '844': '2412.2' '845': '2412.3' '846': '2412.4' '847': 2412.4.1 '848': '2412.5' '849': '2412.6' '850': 2412.6.1 '851': 2412.6.2 '852': 2412.6.3 '853': 2412.6.4 '854': '2412.7' '855': '2412.8' '856': '2412.9' '857': '2413.1' '858': 2413.1.1 '859': 2413.1.2 '860': 2413.1.3 '861': 2413.1.4 '862': '2413.2' '863': '2421.1' '864': 2421.1.1 '865': '2421.2' '866': '2421.3' '867': '2421.4' '868': '2421.5' '869': '2422.1' '870': '2422.10' '871': '2422.11' '872': '2422.12' '873': 2422.12.1 '874': 2422.12.10 '875': 2422.12.11 '876': 2422.12.12 '877': 2422.12.13 '878': 2422.12.14 '879': 2422.12.15 '880': 2422.12.2 '881': 2422.12.3 '882': 2422.12.4 '883': 2422.12.5 '884': 2422.12.6 '885': 2422.12.7 '886': 2422.12.8 '887': 2422.12.9 '888': '2422.13' '889': '2422.14' '890': '2422.15' '891': '2422.16' '892': '2422.17' '893': '2422.18' '894': '2422.2' '895': '2422.3' '896': '2422.5' '897': '2422.6' '898': '2422.7' '899': '2422.8' '900': '2422.9' '901': '2423.1' '902': '2423.2' '903': '2423.3' '904': '2423.4' '905': '2423.5' '906': '2423.6' '907': '2424.1' '908': '2424.2' '909': '2424.3' '910': '2431.1' '911': '2431.10' '912': 2431.10.1 '913': 2431.10.2 '914': 2431.10.3 '915': 2431.10.4 '916': '2431.11' '917': '2431.12' '918': '2431.13' '919': '2431.14' '920': '2431.15' '921': '2431.16' '922': '2431.2' '923': '2431.3' '924': '2431.4' '925': '2431.5' '926': '2431.6' '927': '2431.7' '928': '2431.8' '929': '2431.9' '930': '2432.1' '931': '2432.2' '932': '2432.3' '933': '2432.4' '934': '2432.5' '935': '2432.6' '936': 2432.6.1 '937': '2432.7' '938': '2432.8' '939': '2432.9' '940': 2432.9.1 '941': '2433.1' '942': '2433.2' '943': '2433.3' '944': '2433.4' '945': '2433.5' '946': '2433.6' '947': 2433.6.1 '948': 2433.6.2 '949': 2433.6.3 '950': 2433.6.4 '951': 2433.6.5 '952': 2433.6.6 '953': 2433.6.7 '954': '2434.1' '955': '2434.2' '956': '2434.3' '957': '2434.4' '958': '2511.1' '959': '2511.10' '960': '2511.11' '961': '2511.12' '962': '2511.13' '963': '2511.14' '964': 2511.14.1 '965': '2511.15' '966': '2511.16' '967': '2511.17' '968': '2511.18' '969': '2511.19' '970': '2511.2' '971': '2511.3' '972': '2511.4' '973': '2511.5' '974': '2511.6' '975': '2511.7' '976': '2511.8' '977': '2511.9' '978': '2512.1' '979': '2512.2' '980': '2512.3' '981': '2512.4' '982': 2512.4.1 '983': '2512.5' '984': '2513.1' '985': '2513.2' '986': '2513.3' '987': '2513.4' '988': '2513.5' '989': '2514.1' '990': '2514.2' '991': 2514.2.1 '992': 2514.2.2 '993': '2514.3' '994': '2514.4' '995': '2519.1' '996': '2519.2' '997': '2519.3' '998': '2519.4' '999': '2519.5' '1000': '2519.6' '1001': '2519.7' '1002': 2519.7.1 '1003': 2519.7.2 '1004': 2519.7.3 '1005': 2519.7.4 '1006': 2519.7.5 '1007': '2521.1' '1008': '2521.2' '1009': '2521.3' '1010': '2521.4' '1011': '2521.5' '1012': '2522.1' '1013': 2522.1.1 '1014': 2522.1.2 '1015': '2523.1' '1016': '2523.2' '1017': '2523.3' '1018': '2529.1' '1019': '2529.2' '1020': '2529.3' '1021': '2529.4' '1022': '2529.5' '1023': '2529.6' '1024': '2529.7' '1025': '2529.8' '1026': '2529.9' '1027': '2611.1' '1028': 2611.1.1 '1029': 2611.1.2 '1030': '2612.1' '1031': 2612.1.1 '1032': '2619.1' '1033': '2619.10' '1034': '2619.11' '1035': '2619.12' '1036': '2619.2' '1037': '2619.3' '1038': '2619.4' '1039': '2619.5' '1040': '2619.6' '1041': '2619.7' '1042': '2619.8' '1043': '2619.9' '1044': '2621.1' '1045': '2621.2' '1046': '2621.3' '1047': '2621.4' '1048': '2621.5' '1049': '2621.6' '1050': '2621.7' '1051': '2621.8' '1052': '2621.9' '1053': '2622.1' '1054': '2622.2' '1055': '2631.1' '1056': '2631.2' '1057': 2631.2.1 '1058': 2631.2.2 '1059': 2631.2.3 '1060': 2631.2.4 '1061': '2632.1' '1062': 2632.1.1 '1063': 2632.1.2 '1064': '2632.2' '1065': '2632.3' '1066': '2632.4' '1067': '2632.5' '1068': '2632.6' '1069': 2632.6.1 '1070': '2632.7' '1071': '2633.1' '1072': 2633.1.1 '1073': '2633.2' '1074': '2633.3' '1075': '2634.1' '1076': '2634.2' '1077': 2634.2.1 '1078': 2634.2.2 '1079': 2634.2.3 '1080': 2634.2.4 '1081': '2635.1' '1082': 2635.1.1 '1083': 2635.1.2 '1084': 2635.1.3 '1085': 2635.1.4 '1086': 2635.1.5 '1087': '2635.2' '1088': '2635.3' '1089': 2635.3.1 '1090': 2635.3.10 '1091': 2635.3.11 '1092': 2635.3.12 '1093': 2635.3.13 '1094': 2635.3.14 '1095': 2635.3.15 '1096': 2635.3.16 '1097': 2635.3.17 '1098': 2635.3.18 '1099': 2635.3.19 '1100': 2635.3.2 '1101': 2635.3.20 '1102': 2635.3.21 '1103': 2635.3.22 '1104': 2635.3.23 '1105': 2635.3.24 '1106': 2635.3.25 '1107': 2635.3.26 '1108': 2635.3.27 '1109': 2635.3.27.1 '1110': 2635.3.3 '1111': 2635.3.4 '1112': 2635.3.5 '1113': 2635.3.6 '1114': 2635.3.7 '1115': 2635.3.8 '1116': 2635.3.9 '1117': '2636.1' '1118': '2636.2' '1119': '2636.3' '1120': '2636.4' '1121': '2641.1' '1122': '2641.2' '1123': '2641.3' '1124': '2641.4' '1125': 2641.4.1 '1126': 2641.4.2 '1127': 2641.4.3 '1128': 2641.4.4 '1129': '2642.1' '1130': 2642.1.1 '1131': 2642.1.10 '1132': 2642.1.11 '1133': 2642.1.12 '1134': 2642.1.13 '1135': 2642.1.14 '1136': 2642.1.15 '1137': 2642.1.16 '1138': 2642.1.17 '1139': 2642.1.2 '1140': 2642.1.3 '1141': 2642.1.4 '1142': 2642.1.5 '1143': 2642.1.6 '1144': 2642.1.7 '1145': 2642.1.8 '1146': 2642.1.9 '1147': '2643.1' '1148': '2643.2' '1149': '2643.3' '1150': '2643.4' '1151': 2643.4.1 '1152': '2643.5' '1153': '2643.6' '1154': 2643.6.1 '1155': 2643.6.2 '1156': '2651.1' '1157': '2651.10' '1158': '2651.11' '1159': '2651.2' '1160': '2651.3' '1161': '2651.4' '1162': '2651.5' '1163': '2651.6' '1164': '2651.7' '1165': '2651.8' '1166': '2651.9' '1167': '2652.1' '1168': 2652.1.1 '1169': '2652.2' '1170': '2652.3' '1171': 2652.3.1 '1172': 2652.3.1.1 '1173': 2652.3.2 '1174': '2652.4' '1175': '2652.5' '1176': '2653.1' '1177': 2653.1.1 '1178': 2653.1.2 '1179': '2653.2' '1180': '2654.1' '1181': 2654.1.1 '1182': 2654.1.2 '1183': 2654.1.3 '1184': 2654.1.4 '1185': 2654.1.5 '1186': 2654.1.6 '1187': 2654.1.7 '1188': 2654.1.8 '1189': '2654.2' '1190': '2654.3' '1191': 2654.3.1 '1192': 2654.3.2 '1193': '2654.4' '1194': '2654.5' '1195': '2655.1' '1196': 2655.1.1 '1197': '2656.1' '1198': '2656.2' '1199': '2656.3' '1200': '2659.1' '1201': '2659.2' '1202': 2659.2.1 '1203': 2659.2.2 '1204': 2659.2.3 '1205': 2659.2.4 '1206': 2659.2.5 '1207': 2659.2.6 '1208': '2659.3' '1209': '2659.4' '1210': '3111.1' '1211': 3111.1.1 '1212': '3111.10' '1213': '3111.11' '1214': '3111.12' '1215': '3111.13' '1216': '3111.14' '1217': '3111.3' '1218': '3111.4' '1219': '3111.5' '1220': '3111.6' '1221': '3111.7' '1222': '3111.8' '1223': '3111.9' '1224': '3112.1' '1225': 3112.1.1 '1226': 3112.1.10 '1227': 3112.1.11 '1228': 3112.1.12 '1229': 3112.1.13 '1230': 3112.1.2 '1231': 3112.1.3 '1232': 3112.1.4 '1233': 3112.1.5 '1234': 3112.1.5.1 '1235': 3112.1.6 '1236': 3112.1.7 '1237': 3112.1.8 '1238': 3112.1.9 '1239': '3112.10' '1240': '3112.2' '1241': '3112.3' '1242': '3112.4' '1243': '3112.5' '1244': '3112.6' '1245': '3112.7' '1246': '3112.8' '1247': '3112.9' '1248': '3113.1' '1249': 3113.1.1 '1250': 3113.1.2 '1251': '3113.2' '1252': '3114.1' '1253': 3114.1.1 '1254': 3114.1.10 '1255': 3114.1.2 '1256': 3114.1.3 '1257': 3114.1.4 '1258': 3114.1.5 '1259': 3114.1.6 '1260': 3114.1.7 '1261': 3114.1.8 '1262': 3114.1.9 '1263': '3115.1' '1264': 3115.1.1 '1265': 3115.1.10 '1266': 3115.1.11 '1267': 3115.1.12 '1268': 3115.1.13 '1269': 3115.1.14 '1270': 3115.1.15 '1271': 3115.1.16 '1272': 3115.1.17 '1273': 3115.1.18 '1274': 3115.1.19 '1275': 3115.1.2 '1276': 3115.1.20 '1277': 3115.1.21 '1278': 3115.1.22 '1279': 3115.1.23 '1280': 3115.1.24 '1281': 3115.1.3 '1282': 3115.1.4 '1283': 3115.1.5 '1284': 3115.1.6 '1285': 3115.1.7 '1286': 3115.1.8 '1287': 3115.1.9 '1288': '3116.1' '1289': 3116.1.1 '1290': 3116.1.2 '1291': 3116.1.3 '1292': 3116.1.4 '1293': '3117.1' '1294': '3117.2' '1295': '3117.3' '1296': '3117.4' '1297': '3117.5' '1298': '3118.1' '1299': '3118.2' '1300': '3118.3' '1301': 3118.3.1 '1302': 3118.3.10 '1303': 3118.3.11 '1304': 3118.3.12 '1305': 3118.3.13 '1306': 3118.3.2 '1307': 3118.3.3 '1308': 3118.3.4 '1309': 3118.3.5 '1310': 3118.3.6 '1311': 3118.3.7 '1312': 3118.3.8 '1313': 3118.3.9 '1314': '3118.4' '1315': '3119.1' '1316': '3119.10' '1317': '3119.11' '1318': '3119.12' '1319': '3119.13' '1320': '3119.14' '1321': '3119.15' '1322': '3119.16' '1323': 3119.16.1 '1324': 3119.16.2 '1325': 3119.16.3 '1326': 3119.16.4 '1327': 3119.16.5 '1328': 3119.16.6 '1329': '3119.17' '1330': '3119.18' '1331': '3119.19' '1332': '3119.2' '1333': 3119.2.1 '1334': '3119.3' '1335': '3119.4' '1336': '3119.5' '1337': '3119.6' '1338': '3119.7' '1339': '3119.8' '1340': '3119.9' '1341': '3121.1' '1342': 3121.1.1 '1343': '3122.1' '1344': '3122.2' '1345': '3122.3' '1346': 3122.3.1 '1347': 3122.3.2 '1348': 3122.3.3 '1349': 3122.3.4 '1350': 3122.3.5 '1351': 3122.3.6 '1352': 3122.3.7 '1353': 3122.3.8 '1354': '3122.4' '1355': 3122.4.1 '1356': 3122.4.10 '1357': 3122.4.11 '1358': 3122.4.12 '1359': 3122.4.13 '1360': 3122.4.14 '1361': 3122.4.15 '1362': 3122.4.16 '1363': 3122.4.2 '1364': 3122.4.3 '1365': 3122.4.4 '1366': 3122.4.5 '1367': 3122.4.6 '1368': 3122.4.7 '1369': 3122.4.8 '1370': 3122.4.9 '1371': '3122.5' '1372': '3123.1' '1373': 3123.1.1 '1374': 3123.1.10 '1375': 3123.1.11 '1376': 3123.1.12 '1377': 3123.1.13 '1378': 3123.1.14 '1379': 3123.1.15 '1380': 3123.1.16 '1381': 3123.1.17 '1382': 3123.1.18 '1383': 3123.1.19 '1384': 3123.1.2 '1385': 3123.1.20 '1386': 3123.1.21 '1387': 3123.1.22 '1388': 3123.1.23 '1389': 3123.1.24 '1390': 3123.1.25 '1391': 3123.1.26 '1392': 3123.1.3 '1393': 3123.1.4 '1394': 3123.1.5 '1395': 3123.1.6 '1396': 3123.1.7 '1397': 3123.1.8 '1398': 3123.1.9 '1399': '3123.2' '1400': '3131.1' '1401': '3131.2' '1402': '3131.3' '1403': 3131.3.1 '1404': 3131.3.2 '1405': 3131.3.3 '1406': 3131.3.4 '1407': 3131.3.5 '1408': 3131.3.6 '1409': 3131.3.7 '1410': 3131.3.8 '1411': 3131.3.9 '1412': '3132.1' '1413': '3132.2' '1414': '3132.3' '1415': '3132.4' '1416': '3132.5' '1417': '3132.6' '1418': '3132.7' '1419': '3133.1' '1420': 3133.1.1 '1421': 3133.1.2 '1422': 3133.1.3 '1423': 3133.1.4 '1424': 3133.1.5 '1425': '3134.1' '1426': '3134.2' '1427': '3134.3' '1428': '3134.4' '1429': '3134.5' '1430': '3135.1' '1431': '3139.1' '1432': 3139.1.1 '1433': '3139.2' '1434': '3139.3' '1435': '3141.1' '1436': '3141.2' '1437': 3141.2.1 '1438': 3141.2.2 '1439': 3141.2.3 '1440': 3141.2.4 '1441': 3141.2.5 '1442': '3142.1' '1443': 3142.1.1 '1444': 3142.1.2 '1445': 3142.1.3 '1446': '3143.1' '1447': '3151.1' '1448': '3151.2' '1449': '3151.3' '1450': '3151.4' '1451': '3152.1' '1452': '3152.2' '1453': '3152.3' '1454': '3152.4' '1455': '3152.5' '1456': '3153.1' '1457': '3153.2' '1458': 3153.2.1 '1459': 3153.2.2 '1460': 3153.2.2.1 '1461': 3153.2.3 '1462': 3153.2.4 '1463': 3153.2.5 '1464': 3153.2.6 '1465': '3153.3' '1466': '3153.4' '1467': '3154.1' '1468': 3154.1.1 '1469': 3154.1.2 '1470': 3154.1.3 '1471': '3154.2' '1472': '3154.3' '1473': '3155.1' '1474': '3211.1' '1475': '3211.2' '1476': '3212.2' '1477': '3213.1' '1478': '3213.2' '1479': '3214.1' '1480': '3214.2' '1481': '3214.3' '1482': 3214.3.1 '1483': '3222.1' '1484': '3230.1' '1485': '3240.1' '1486': '3240.2' '1487': 3240.2.1 '1488': 3240.2.2 '1489': 3240.2.3 '1490': 3240.2.4 '1491': '3251.1' '1492': '3251.2' '1493': '3252.1' '1494': 3252.1.1 '1495': '3252.2' '1496': '3252.3' '1497': '3252.4' '1498': '3253.1' '1499': 3253.1.1 '1500': '3254.1' '1501': 3254.1.1 '1502': '3255.1' '1503': '3255.2' '1504': '3255.3' '1505': '3255.4' '1506': '3256.1' '1507': '3257.1' '1508': '3257.2' '1509': '3257.3' '1510': '3257.4' '1511': 3257.4.1 '1512': 3257.4.2 '1513': '3257.5' '1514': 3257.5.1 '1515': '3257.6' '1516': '3257.7' '1517': '3258.1' '1518': '3258.2' '1519': '3259.1' '1520': '3259.2' '1521': '3259.3' '1522': '3259.4' '1523': '3259.5' '1524': '3259.7' '1525': '3259.8' '1526': '3311.1' '1527': '3311.2' '1528': 3311.2.1 '1529': 3311.2.2 '1530': 3311.2.3 '1531': 3311.2.4 '1532': 3311.2.4.1 '1533': 3311.2.5 '1534': '3311.3' '1535': 3311.3.1 '1536': 3311.3.2 '1537': 3311.3.3 '1538': 3311.3.4 '1539': 3311.3.5 '1540': '3312.1' '1541': '3312.2' '1542': 3312.2.1 '1543': '3312.3' '1544': '3312.4' '1545': '3312.5' '1546': '3312.6' '1547': '3312.7' '1548': '3313.1' '1549': '3313.2' '1550': '3313.3' '1551': '3314.1' '1552': '3314.2' '1553': '3315.1' '1554': '3315.2' '1555': '3315.3' '1556': '3315.4' '1557': '3315.5' '1558': '3315.6' '1559': '3315.7' '1560': '3315.8' '1561': '3321.1' '1562': '3321.2' '1563': '3321.3' '1564': 3321.3.1 '1565': '3322.1' '1566': 3322.1.1 '1567': 3322.1.2 '1568': '3323.1' '1569': '3323.2' '1570': 3323.2.1 '1571': 3323.2.2 '1572': 3323.2.3 '1573': 3323.2.4 '1574': '3323.3' '1575': '3323.4' '1576': '3323.5' '1577': '3324.1' '1578': 3324.1.1 '1579': 3324.1.2 '1580': '3324.2' '1581': '3324.3' '1582': '3324.4' '1583': 3324.4.1 '1584': 3324.4.10 '1585': 3324.4.11 '1586': 3324.4.12 '1587': 3324.4.13 '1588': 3324.4.14 '1589': 3324.4.15 '1590': 3324.4.16 '1591': 3324.4.17 '1592': 3324.4.18 '1593': 3324.4.19 '1594': 3324.4.2 '1595': 3324.4.20 '1596': 3324.4.21 '1597': 3324.4.22 '1598': 3324.4.23 '1599': 3324.4.24 '1600': 3324.4.25 '1601': 3324.4.26 '1602': 3324.4.27 '1603': 3324.4.28 '1604': 3324.4.29 '1605': 3324.4.3 '1606': 3324.4.30 '1607': 3324.4.31 '1608': 3324.4.32 '1609': 3324.4.33 '1610': 3324.4.34 '1611': 3324.4.35 '1612': 3324.4.4 '1613': 3324.4.5 '1614': 3324.4.6 '1615': 3324.4.7 '1616': 3324.4.8 '1617': 3324.4.9 '1618': '3331.1' '1619': '3331.2' '1620': 3331.2.1 '1621': 3331.2.1.1 '1622': 3331.2.1.10 '1623': 3331.2.1.11 '1624': 3331.2.1.12 '1625': 3331.2.1.13 '1626': 3331.2.1.14 '1627': 3331.2.1.15 '1628': 3331.2.1.16 '1629': 3331.2.1.17 '1630': 3331.2.1.18 '1631': 3331.2.1.19 '1632': 3331.2.1.2 '1633': 3331.2.1.20 '1634': 3331.2.1.21 '1635': 3331.2.1.22 '1636': 3331.2.1.23 '1637': 3331.2.1.24 '1638': 3331.2.1.25 '1639': 3331.2.1.26 '1640': 3331.2.1.27 '1641': 3331.2.1.28 '1642': 3331.2.1.29 '1643': 3331.2.1.3 '1644': 3331.2.1.30 '1645': 3331.2.1.31 '1646': 3331.2.1.32 '1647': 3331.2.1.33 '1648': 3331.2.1.34 '1649': 3331.2.1.35 '1650': 3331.2.1.4 '1651': 3331.2.1.5 '1652': 3331.2.1.6 '1653': 3331.2.1.7 '1654': 3331.2.1.8 '1655': 3331.2.1.9 '1656': 3331.2.2 '1657': '3331.3' '1658': '3332.1' '1659': '3332.2' '1660': 3332.2.1 '1661': 3332.2.2 '1662': '3332.3' '1663': '3333.1' '1664': '3334.1' '1665': '3334.2' '1666': 3334.2.1 '1667': '3334.3' '1668': 3334.3.1 '1669': 3334.3.2 '1670': '3334.4' '1671': '3334.5' '1672': '3339.1' '1673': '3339.2' '1674': '3339.3' '1675': '3339.4' '1676': '3339.5' '1677': '3339.6' '1678': '3339.7' '1679': '3339.8' '1680': '3341.1' '1681': '3341.2' '1682': '3341.3' '1683': '3341.4' '1684': '3341.5' '1685': '3341.6' '1686': '3341.7' '1687': '3342.1' '1688': '3342.2' '1689': '3343.1' '1690': 3343.1.1 '1691': 3343.1.2 '1692': 3343.1.3 '1693': 3343.1.4 '1694': 3343.1.5 '1695': 3343.1.6 '1696': 3343.1.7 '1697': '3343.2' '1698': '3343.3' '1699': '3343.4' '1700': '3343.5' '1701': '3344.1' '1702': '3344.2' '1703': '3344.3' '1704': '3351.1' '1705': '3351.2' '1706': '3351.3' '1707': '3352.1' '1708': '3352.2' '1709': '3353.1' '1710': '3353.2' '1711': 3353.2.1 '1712': '3354.1' '1713': '3354.2' '1714': '3354.3' '1715': '3355.1' '1716': '3355.2' '1717': '3355.3' '1718': '3359.1' '1719': '3359.2' '1720': '3359.3' '1721': '3359.4' '1722': '3359.5' '1723': 3359.5.1 '1724': '3359.6' '1725': '3359.8' '1726': '3411.1' '1727': '3411.2' '1728': '3411.3' '1729': '3411.4' '1730': '3411.5' '1731': '3411.6' '1732': '3411.7' '1733': '3411.8' '1734': 3411.8.1 '1735': '3411.9' '1736': '3412.1' '1737': '3412.2' '1738': '3412.3' '1739': '3412.4' '1740': 3412.4.1 '1741': 3412.4.10 '1742': 3412.4.11 '1743': 3412.4.12 '1744': 3412.4.13 '1745': 3412.4.2 '1746': 3412.4.3 '1747': 3412.4.4 '1748': 3412.4.5 '1749': 3412.4.6 '1750': 3412.4.7 '1751': 3412.4.8 '1752': 3412.4.9 '1753': '3412.5' '1754': '3412.6' '1755': '3413.1' '1756': '3413.2' '1757': '3421.1' '1758': '3422.1' '1759': '3422.2' '1760': '3422.3' '1761': 3422.3.1 '1762': '3422.4' '1763': 3422.4.1 '1764': 3422.4.2 '1765': 3422.4.3 '1766': 3422.4.4 '1767': 3422.4.5 '1768': 3422.4.6 '1769': 3422.4.7 '1770': '3422.5' '1771': '3423.1' '1772': 3423.1.1 '1773': 3423.1.2 '1774': 3423.1.2.1 '1775': 3423.1.2.2 '1776': 3423.1.2.2.1 '1777': 3423.1.2.3 '1778': '3423.2' '1779': 3423.2.1 '1780': 3423.2.2 '1781': 3423.2.3 '1782': 3423.2.4 '1783': '3423.3' '1784': '3423.4' '1785': '3431.1' '1786': '3431.2' '1787': '3432.1' '1788': 3432.1.1 '1789': '3432.2' '1790': '3432.3' '1791': '3432.4' '1792': 3432.4.1 '1793': '3432.5' '1794': '3432.6' '1795': '3433.1' '1796': '3433.2' '1797': '3433.3' '1798': '3434.1' '1799': 3434.1.1 '1800': 3434.1.2 '1801': 3434.1.2.1 '1802': 3434.1.3 '1803': '3435.1' '1804': '3435.10' '1805': '3435.11' '1806': '3435.12' '1807': '3435.13' '1808': '3435.14' '1809': '3435.15' '1810': 3435.15.1 '1811': '3435.16' '1812': '3435.17' '1813': '3435.18' '1814': '3435.19' '1815': '3435.2' '1816': '3435.20' '1817': '3435.21' '1818': '3435.22' '1819': '3435.23' '1820': '3435.24' '1821': '3435.25' '1822': 3435.25.1 '1823': 3435.25.2 '1824': 3435.25.3 '1825': 3435.25.4 '1826': 3435.25.5 '1827': '3435.3' '1828': '3435.4' '1829': '3435.5' '1830': '3435.6' '1831': '3435.7' '1832': 3435.7.1 '1833': '3435.8' '1834': '3435.9' '1835': '3511.1' '1836': '3512.1' '1837': '3512.2' '1838': '3512.3' '1839': '3512.4' '1840': '3513.1' '1841': '3513.2' '1842': '3514.1' '1843': '3521.1' '1844': 3521.1.1 '1845': 3521.1.10 '1846': 3521.1.11 '1847': 3521.1.2 '1848': 3521.1.3 '1849': 3521.1.4 '1850': 3521.1.5 '1851': 3521.1.6 '1852': 3521.1.7 '1853': 3521.1.8 '1854': 3521.1.9 '1855': '3521.2' '1856': '3522.1' '1857': '4110.1' '1858': 4110.1.1 '1859': '4120.1' '1860': '4131.1' '1861': '4132.1' '1862': '4211.1' '1863': '4211.2' '1864': '4212.1' '1865': '4212.2' '1866': '4212.3' '1867': '4212.4' '1868': 4212.4.1 '1869': '4212.5' '1870': '4212.6' '1871': '4212.7' '1872': '4212.8' '1873': '4213.1' '1874': '4214.1' '1875': '4214.2' '1876': '4221.1' '1877': '4221.2' '1878': '4221.3' '1879': 4221.3.1 '1880': '4221.4' '1881': '4221.5' '1882': '4221.6' '1883': '4221.7' '1884': '4221.8' '1885': '4222.1' '1886': 4222.1.1 '1887': '4223.1' '1888': 4223.1.1 '1889': '4224.1' '1890': 4224.1.1 '1891': '4224.2' '1892': '4225.1' '1893': '4226.1' '1894': 4226.1.1 '1895': 4226.1.2 '1896': '4227.1' '1897': '4227.2' '1898': '4229.1' '1899': '4229.2' '1900': '4311.1' '1901': '4311.2' '1902': '4312.1' '1903': '4312.2' '1904': 4312.2.1 '1905': '4312.3' '1906': '4312.4' '1907': '4312.5' '1908': '4312.6' '1909': '4312.7' '1910': '4313.1' '1911': '4321.1' '1912': 4321.1.1 '1913': 4321.1.2 '1914': 4321.1.3 '1915': 4321.1.4 '1916': 4321.1.5 '1917': '4322.1' '1918': '4323.1' '1919': '4323.10' '1920': '4323.11' '1921': '4323.12' '1922': '4323.13' '1923': '4323.14' '1924': '4323.15' '1925': '4323.16' '1926': '4323.17' '1927': '4323.18' '1928': '4323.19' '1929': '4323.2' '1930': '4323.20' '1931': '4323.3' '1932': '4323.4' '1933': '4323.5' '1934': '4323.6' '1935': '4323.7' '1936': '4323.8' '1937': '4323.9' '1938': '4411.1' '1939': '4412.1' '1940': '4412.2' '1941': '4413.1' '1942': '4415.1' '1943': '4416.1' '1944': '4419.1' '1945': '4419.2' '1946': '5111.1' '1947': '5111.2' '1948': 5111.2.1 '1949': 5111.2.2 '1950': 5111.2.3 '1951': '5112.1' '1952': '5112.2' '1953': '5112.3' '1954': 5112.3.1 '1955': '5113.1' '1956': 5113.1.1 '1957': 5113.1.2 '1958': 5113.1.3 '1959': '5120.1' '1960': 5120.1.1 '1961': 5120.1.2 '1962': 5120.1.3 '1963': 5120.1.4 '1964': '5131.1' '1965': '5131.2' '1966': 5131.2.1 '1967': 5131.2.2 '1968': 5131.2.2.1 '1969': 5131.2.2.2 '1970': 5131.2.2.3 '1971': '5132.1' '1972': 5132.1.1 '1973': 5132.1.2 '1974': '5141.1' '1975': 5141.1.1 '1976': 5141.1.2 '1977': 5141.1.3 '1978': 5141.1.4 '1979': '5142.1' '1980': '5142.10' '1981': '5142.11' '1982': '5142.12' '1983': '5142.2' '1984': '5142.3' '1985': '5142.4' '1986': '5142.5' '1987': '5142.6' '1988': '5142.7' '1989': '5142.8' '1990': '5142.9' '1991': '5151.1' '1992': '5151.2' '1993': '5152.1' '1994': '5152.2' '1995': 5152.2.1 '1996': '5153.1' '1997': 5153.1.1 '1998': 5153.1.2 '1999': 5153.1.3 '2000': '5161.1' '2001': '5161.2' '2002': '5161.3' '2003': '5161.4' '2004': '5162.1' '2005': '5163.1' '2006': '5163.2' '2007': '5163.3' '2008': '5163.4' '2009': '5164.1' '2010': 5164.1.1 '2011': 5164.1.2 '2012': 5164.1.3 '2013': '5164.10' '2014': '5164.2' '2015': 5164.2.1 '2016': 5164.2.1.1 '2017': 5164.2.1.1.1 '2018': 5164.2.1.2 '2019': '5164.3' '2020': '5164.5' '2021': '5164.6' '2022': '5164.8' '2023': '5164.9' '2024': '5165.1' '2025': 5165.1.1 '2026': 5165.1.2 '2027': 5165.1.3 '2028': 5165.1.4 '2029': '5165.2' '2030': '5169.1' '2031': '5169.2' '2032': '5169.3' '2033': '5211.1' '2034': '5212.1' '2035': '5221.1' '2036': '5222.1' '2037': 5222.1.1 '2038': '5223.1' '2039': '5223.2' '2040': '5223.3' '2041': '5223.4' '2042': '5223.5' '2043': '5223.6' '2044': '5223.7' '2045': 5223.7.1 '2046': 5223.7.10 '2047': 5223.7.11 '2048': 5223.7.12 '2049': 5223.7.13 '2050': 5223.7.14 '2051': 5223.7.15 '2052': 5223.7.16 '2053': 5223.7.17 '2054': 5223.7.18 '2055': 5223.7.19 '2056': 5223.7.2 '2057': 5223.7.20 '2058': 5223.7.21 '2059': 5223.7.22 '2060': 5223.7.23 '2061': 5223.7.24 '2062': 5223.7.25 '2063': 5223.7.26 '2064': 5223.7.27 '2065': 5223.7.28 '2066': 5223.7.29 '2067': 5223.7.3 '2068': 5223.7.30 '2069': 5223.7.31 '2070': 5223.7.32 '2071': 5223.7.33 '2072': 5223.7.34 '2073': 5223.7.35 '2074': 5223.7.36 '2075': 5223.7.37 '2076': 5223.7.4 '2077': 5223.7.5 '2078': 5223.7.6 '2079': 5223.7.7 '2080': 5223.7.8 '2081': 5223.7.9 '2082': '5230.1' '2083': '5230.2' '2084': '5230.3' '2085': '5241.1' '2086': '5241.2' '2087': '5242.1' '2088': '5243.1' '2089': '5244.1' '2090': '5245.1' '2091': '5246.1' '2092': '5246.2' '2093': '5249.1' '2094': '5249.2' '2095': 5249.2.1 '2096': 5249.2.1.1 '2097': 5249.2.1.2 '2098': 5249.2.1.3 '2099': 5249.2.1.4 '2100': 5249.2.1.5 '2101': 5249.2.1.6 '2102': 5249.2.1.7 '2103': 5249.2.2 '2104': 5249.2.2.1 '2105': 5249.2.2.2 '2106': '5249.3' '2107': '5311.1' '2108': 5311.1.1 '2109': 5311.1.2 '2110': 5311.1.3 '2111': 5311.1.4 '2112': '5311.2' '2113': '5312.1' '2114': '5312.2' '2115': '5312.3' '2116': '5312.4' '2117': '5321.1' '2118': 5321.1.1 '2119': '5322.1' '2120': '5329.1' '2121': '5329.2' '2122': '5329.3' '2123': '5411.1' '2124': 5411.1.1 '2125': 5411.1.2 '2126': 5411.1.3 '2127': 5411.1.4 '2128': '5412.1' '2129': '5413.1' '2130': '5413.2' '2131': '5414.1' '2132': 5414.1.1 '2133': 5414.1.2 '2134': 5414.1.3 '2135': 5414.1.4 '2136': 5414.1.5 '2137': 5414.1.6 '2138': 5414.1.7 '2139': 5414.1.8 '2140': 5414.1.9 '2141': '5419.1' '2142': '5419.10' '2143': '5419.2' '2144': '5419.3' '2145': '5419.4' '2146': '5419.5' '2147': '5419.6' '2148': '5419.7' '2149': '5419.8' '2150': '5419.9' '2151': '6111.1' '2152': '6112.1' '2153': '6112.2' '2154': 6112.2.1 '2155': '6112.3' '2156': '6112.4' '2157': '6112.5' '2158': '6112.6' '2159': '6113.1' '2160': '6113.2' '2161': '6113.3' '2162': '6113.4' '2163': '6113.5' '2164': '6113.6' '2165': '6114.1' '2166': '6121.1' '2167': '6121.2' '2168': '6121.3' '2169': '6121.4' '2170': '6121.5' '2171': '6121.6' '2172': '6122.1' '2173': '6122.2' '2174': '6123.1' '2175': '6129.1' '2176': '6130.1' '2177': '6130.2' '2178': '6210.1' '2179': '6221.1' '2180': '6221.10' '2181': '6221.11' '2182': '6221.2' '2183': '6221.3' '2184': '6221.4' '2185': '6221.5' '2186': '6221.6' '2187': '6221.7' '2188': '6221.8' '2189': '6221.9' '2190': '6222.1' '2191': '6223.1' '2192': '6223.2' '2193': 6223.2.1 '2194': '6224.1' '2195': '7111.1' '2196': '7112.1' '2197': '7113.1' '2198': 7113.1.1 '2199': '7114.1' '2200': '7114.2' '2201': '7115.1' '2202': '7115.2' '2203': '7115.3' '2204': '7115.4' '2205': '7115.5' '2206': '7115.6' '2207': '7115.7' '2208': '7119.1' '2209': '7119.2' '2210': '7119.3' '2211': '7119.4' '2212': '7121.1' '2213': '7122.1' '2214': '7122.2' '2215': '7122.3' '2216': '7122.4' '2217': '7123.1' '2218': '7123.2' '2219': '7124.1' '2220': '7125.1' '2221': '7125.2' '2222': '7126.1' '2223': '7126.10' '2224': '7126.11' '2225': '7126.12' '2226': '7126.13' '2227': '7126.14' '2228': '7126.2' '2229': '7126.3' '2230': '7126.4' '2231': '7126.5' '2232': '7126.6' '2233': '7126.7' '2234': '7126.8' '2235': '7126.9' '2236': '7127.1' '2237': '7131.1' '2238': '7131.2' '2239': '7131.3' '2240': '7132.1' '2241': '7132.2' '2242': '7132.3' '2243': '7133.1' '2244': '7133.2' '2245': '7133.3' '2246': '7133.4' '2247': '7133.5' '2248': '7211.1' '2249': 7211.1.1 '2250': 7211.1.2 '2251': 7211.1.3 '2252': '7212.1' '2253': '7212.2' '2254': '7212.3' '2255': 7212.3.1 '2256': 7212.3.2 '2257': 7212.3.3 '2258': 7212.3.4 '2259': '7212.4' '2260': '7213.1' '2261': '7213.2' '2262': '7213.3' '2263': '7213.4' '2264': '7214.1' '2265': '7214.2' '2266': '7214.3' '2267': 7214.3.1 '2268': '7215.1' '2269': 7215.1.1 '2270': '7215.2' '2271': 7215.2.1 '2272': 7215.2.2 '2273': 7215.2.3 '2274': '7215.3' '2275': '7215.4' '2276': '7221.1' '2277': 7221.1.1 '2278': '7221.2' '2279': '7221.3' '2280': '7221.4' '2281': '7222.1' '2282': '7222.2' '2283': '7222.3' '2284': '7222.4' '2285': '7222.5' '2286': '7223.1' '2287': '7223.10' '2288': '7223.11' '2289': '7223.12' '2290': '7223.13' '2291': '7223.14' '2292': '7223.15' '2293': '7223.16' '2294': '7223.17' '2295': '7223.18' '2296': '7223.19' '2297': '7223.2' '2298': '7223.20' '2299': '7223.21' '2300': '7223.22' '2301': '7223.23' '2302': '7223.24' '2303': '7223.25' '2304': '7223.3' '2305': '7223.4' '2306': 7223.4.1 '2307': 7223.4.2 '2308': 7223.4.3 '2309': 7223.4.4 '2310': 7223.4.4.1 '2311': 7223.4.5 '2312': 7223.4.6 '2313': 7223.4.7 '2314': 7223.4.8 '2315': '7223.5' '2316': '7223.6' '2317': '7223.7' '2318': '7223.8' '2319': '7223.9' '2320': '7224.1' '2321': '7224.2' '2322': '7231.1' '2323': '7231.10' '2324': '7231.2' '2325': '7231.3' '2326': '7231.4' '2327': '7231.5' '2328': '7231.6' '2329': '7231.7' '2330': '7231.8' '2331': '7231.9' '2332': '7232.1' '2333': '7232.2' '2334': '7232.3' '2335': '7232.4' '2336': '7232.5' '2337': '7233.1' '2338': '7233.10' '2339': '7233.11' '2340': '7233.12' '2341': '7233.13' '2342': '7233.14' '2343': '7233.15' '2344': '7233.2' '2345': '7233.3' '2346': '7233.4' '2347': '7233.5' '2348': '7233.6' '2349': '7233.7' '2350': '7233.8' '2351': 7233.8.1 '2352': 7233.8.2 '2353': '7233.9' '2354': '7234.1' '2355': '7311.1' '2356': '7311.2' '2357': '7311.3' '2358': '7311.4' '2359': '7311.5' '2360': '7311.6' '2361': '7312.1' '2362': '7312.2' '2363': '7312.3' '2364': 7312.3.1 '2365': 7312.3.2 '2366': 7312.3.3 '2367': '7312.4' '2368': '7312.5' '2369': '7312.6' '2370': 7312.6.1 '2371': 7312.6.2 '2372': 7312.6.3 '2373': '7312.7' '2374': '7313.1' '2375': 7313.1.1 '2376': 7313.1.2 '2377': 7313.1.3 '2378': 7313.1.4 '2379': 7313.1.5 '2380': 7313.1.6 '2381': 7313.1.7 '2382': 7313.1.8 '2383': '7313.2' '2384': '7314.1' '2385': '7314.2' '2386': '7314.3' '2387': '7315.1' '2388': '7315.2' '2389': '7316.1' '2390': 7316.1.1 '2391': 7316.1.2 '2392': 7316.1.3 '2393': 7316.1.4 '2394': '7316.2' '2395': '7316.3' '2396': '7316.4' '2397': '7317.1' '2398': '7317.2' '2399': '7317.3' '2400': '7317.4' '2401': '7317.5' '2402': '7317.6' '2403': '7318.1' '2404': '7318.2' '2405': '7318.3' '2406': '7318.4' '2407': '7318.5' '2408': '7318.6' '2409': '7319.1' '2410': '7319.2' '2411': '7321.1' '2412': 7321.1.1 '2413': 7321.1.2 '2414': 7321.1.3 '2415': 7321.1.4 '2416': 7321.1.5 '2417': 7321.1.6 '2418': '7322.1' '2419': '7322.10' '2420': '7322.2' '2421': '7322.3' '2422': '7322.4' '2423': '7322.5' '2424': '7322.6' '2425': '7322.7' '2426': '7322.8' '2427': '7322.9' '2428': '7323.1' '2429': '7323.2' '2430': '7323.3' '2431': '7323.4' '2432': '7411.1' '2433': 7411.1.1 '2434': 7411.1.1.1 '2435': 7411.1.1.2 '2436': 7411.1.2 '2437': 7411.1.3 '2438': 7411.1.4 '2439': '7412.1' '2440': '7412.10' '2441': '7412.11' '2442': '7412.12' '2443': '7412.2' '2444': '7412.3' '2445': '7412.4' '2446': '7412.5' '2447': '7412.6' '2448': '7412.7' '2449': '7412.8' '2450': '7412.9' '2451': '7413.1' '2452': 7413.1.1 '2453': 7413.1.2 '2454': 7413.1.3 '2455': '7421.1' '2456': '7421.2' '2457': '7421.3' '2458': '7421.4' '2459': '7421.5' '2460': '7421.6' '2461': '7421.7' '2462': '7421.8' '2463': '7422.1' '2464': '7422.2' '2465': '7422.3' '2466': 7422.3.1 '2467': '7422.4' '2468': '7422.5' '2469': '7422.6' '2470': '7422.7' '2471': '7511.1' '2472': 7511.1.1 '2473': 7511.1.2 '2474': '7511.2' '2475': '7511.3' '2476': '7511.4' '2477': '7511.5' '2478': '7511.6' '2479': 7511.6.1 '2480': 7511.6.2 '2481': '7512.1' '2482': '7512.2' '2483': '7512.3' '2484': '7512.4' '2485': '7512.5' '2486': '7513.1' '2487': '7513.2' '2488': '7514.1' '2489': '7514.2' '2490': '7514.3' '2491': '7515.1' '2492': '7515.2' '2493': '7515.3' '2494': '7515.4' '2495': '7515.5' '2496': '7516.1' '2497': '7516.2' '2498': '7516.3' '2499': '7521.1' '2500': '7521.2' '2501': '7522.1' '2502': '7522.2' '2503': '7522.3' '2504': '7522.5' '2505': '7522.6' '2506': '7522.7' '2507': '7523.1' '2508': '7523.2' '2509': '7523.3' '2510': '7523.4' '2511': '7523.5' '2512': '7523.6' '2513': '7531.1' '2514': '7531.2' '2515': '7531.3' '2516': '7531.4' '2517': '7531.5' '2518': '7531.6' '2519': '7532.1' '2520': '7532.2' '2521': '7532.3' '2522': '7532.4' '2523': '7532.5' '2524': '7532.6' '2525': '7532.7' '2526': '7533.1' '2527': '7533.2' '2528': '7533.3' '2529': '7533.4' '2530': '7533.5' '2531': '7534.1' '2532': '7534.2' '2533': '7534.3' '2534': 7534.3.1 '2535': 7534.3.2 '2536': 7534.3.3 '2537': 7534.3.4 '2538': '7535.1' '2539': '7535.2' '2540': '7536.1' '2541': 7536.1.1 '2542': 7536.1.2 '2543': 7536.1.3 '2544': '7536.2' '2545': 7536.2.1 '2546': 7536.2.2 '2547': 7536.2.3 '2548': 7536.2.4 '2549': 7536.2.5 '2550': 7536.2.6 '2551': 7536.2.7 '2552': 7536.2.8 '2553': '7541.1' '2554': '7541.2' '2555': '7541.3' '2556': '7542.1' '2557': '7543.1' '2558': '7543.10' '2559': 7543.10.1 '2560': 7543.10.2 '2561': 7543.10.3 '2562': 7543.10.4 '2563': '7543.11' '2564': '7543.2' '2565': '7543.3' '2566': '7543.4' '2567': '7543.5' '2568': '7543.6' '2569': '7543.7' '2570': 7543.7.1 '2571': 7543.7.2 '2572': 7543.7.3 '2573': 7543.7.4 '2574': 7543.7.5 '2575': 7543.7.6 '2576': 7543.7.7 '2577': '7543.8' '2578': 7543.8.1 '2579': 7543.8.2 '2580': 7543.8.3 '2581': '7543.9' '2582': 7543.9.1 '2583': 7543.9.2 '2584': 7543.9.3 '2585': '7544.1' '2586': 7544.1.1 '2587': '8111.1' '2588': '8111.2' '2589': '8111.3' '2590': '8111.4' '2591': '8111.5' '2592': '8112.1' '2593': '8112.2' '2594': '8112.3' '2595': '8112.4' '2596': '8113.1' '2597': '8113.2' '2598': '8113.3' '2599': '8113.4' '2600': '8113.5' '2601': '8113.6' '2602': '8113.7' '2603': '8113.8' '2604': '8113.9' '2605': '8114.1' '2606': '8114.2' '2607': '8114.3' '2608': '8114.4' '2609': '8114.5' '2610': '8114.6' '2611': '8114.7' '2612': '8114.8' '2613': '8121.1' '2614': '8121.2' '2615': '8121.3' '2616': '8121.4' '2617': '8121.5' '2618': '8121.6' '2619': '8121.7' '2620': '8122.1' '2621': '8122.10' '2622': '8122.11' '2623': '8122.12' '2624': '8122.2' '2625': '8122.3' '2626': '8122.4' '2627': '8122.5' '2628': '8122.6' '2629': '8122.7' '2630': '8122.8' '2631': '8122.9' '2632': '8131.1' '2633': '8131.10' '2634': '8131.11' '2635': '8131.12' '2636': '8131.13' '2637': '8131.14' '2638': '8131.15' '2639': '8131.16' '2640': '8131.17' '2641': '8131.18' '2642': '8131.19' '2643': 8131.19.1 '2644': 8131.19.2 '2645': '8131.2' '2646': 8131.2.1 '2647': 8131.2.2 '2648': 8131.2.3 '2649': 8131.2.4 '2650': 8131.2.5 '2651': 8131.2.6 '2652': '8131.20' '2653': '8131.21' '2654': '8131.3' '2655': '8131.4' '2656': '8131.5' '2657': '8131.6' '2658': '8131.7' '2659': '8131.8' '2660': '8131.9' '2661': '8132.1' '2662': '8132.2' '2663': '8141.1' '2664': 8141.1.1 '2665': 8141.1.2 '2666': 8141.1.3 '2667': 8141.1.4 '2668': 8141.1.5 '2669': 8141.1.6 '2670': 8141.1.7 '2671': 8141.1.8 '2672': 8141.1.9 '2673': 8141.1.9.1 '2674': 8141.1.9.2 '2675': '8142.1' '2676': '8142.10' '2677': '8142.11' '2678': '8142.12' '2679': '8142.13' '2680': '8142.14' '2681': '8142.2' '2682': '8142.3' '2683': '8142.4' '2684': '8142.5' '2685': '8142.6' '2686': '8142.7' '2687': 8142.7.1 '2688': '8142.8' '2689': '8142.9' '2690': '8143.1' '2691': '8143.2' '2692': '8143.3' '2693': '8143.4' '2694': '8143.5' '2695': '8143.6' '2696': '8143.7' '2697': '8143.8' '2698': '8151.1' '2699': '8151.2' '2700': 8151.2.1 '2701': 8151.2.2 '2702': 8151.2.3 '2703': '8151.3' '2704': '8151.4' '2705': '8152.1' '2706': 8152.1.1 '2707': 8152.1.2 '2708': '8152.2' '2709': '8152.3' '2710': 8152.3.1 '2711': 8152.3.2 '2712': 8152.3.3 '2713': '8153.1' '2714': 8153.1.1 '2715': 8153.1.2 '2716': 8153.1.3 '2717': 8153.1.4 '2718': 8153.1.5 '2719': '8154.1' '2720': '8154.2' '2721': '8154.3' '2722': '8154.4' '2723': '8155.1' '2724': 8155.1.1 '2725': 8155.1.2 '2726': '8156.1' '2727': '8156.2' '2728': 8156.2.1 '2729': 8156.2.2 '2730': 8156.2.3 '2731': 8156.2.4 '2732': 8156.2.5 '2733': 8156.2.6 '2734': '8156.3' '2735': 8156.3.1 '2736': '8156.4' '2737': '8157.1' '2738': 8157.1.1 '2739': '8157.2' '2740': '8159.1' '2741': '8159.2' '2742': '8159.3' '2743': '8159.4' '2744': '8159.5' '2745': '8159.6' '2746': '8159.7' '2747': '8159.8' '2748': '8160.1' '2749': '8160.10' '2750': '8160.11' '2751': '8160.12' '2752': '8160.13' '2753': '8160.14' '2754': '8160.15' '2755': '8160.16' '2756': '8160.17' '2757': '8160.18' '2758': '8160.19' '2759': '8160.2' '2760': '8160.20' '2761': '8160.21' '2762': '8160.22' '2763': '8160.23' '2764': '8160.24' '2765': '8160.25' '2766': '8160.26' '2767': '8160.27' '2768': '8160.28' '2769': '8160.29' '2770': '8160.3' '2771': '8160.30' '2772': '8160.31' '2773': '8160.32' '2774': '8160.33' '2775': '8160.34' '2776': '8160.35' '2777': '8160.36' '2778': '8160.37' '2779': '8160.38' '2780': '8160.39' '2781': '8160.4' '2782': '8160.40' '2783': '8160.41' '2784': '8160.42' '2785': '8160.43' '2786': '8160.44' '2787': '8160.45' '2788': '8160.46' '2789': '8160.47' '2790': '8160.48' '2791': '8160.49' '2792': '8160.5' '2793': '8160.50' '2794': '8160.51' '2795': '8160.52' '2796': '8160.53' '2797': '8160.54' '2798': '8160.55' '2799': '8160.6' '2800': '8160.7' '2801': '8160.8' '2802': '8160.9' '2803': '8171.1' '2804': '8171.2' '2805': '8171.3' '2806': '8171.4' '2807': '8171.5' '2808': '8171.6' '2809': '8171.8' '2810': '8171.9' '2811': '8172.1' '2812': '8172.2' '2813': '8172.3' '2814': '8172.4' '2815': '8172.5' '2816': 8172.5.1 '2817': 8172.5.2 '2818': 8172.5.3 '2819': 8172.5.4 '2820': 8172.5.5 '2821': '8172.6' '2822': '8181.1' '2823': '8181.10' '2824': '8181.2' '2825': '8181.3' '2826': 8181.3.1 '2827': 8181.3.2 '2828': '8181.4' '2829': '8181.5' '2830': '8181.6' '2831': '8181.7' '2832': '8181.8' '2833': '8181.9' '2834': '8182.1' '2835': '8182.2' '2836': '8183.1' '2837': '8183.2' '2838': '8183.3' '2839': '8183.4' '2840': '8183.5' '2841': '8183.6' '2842': '8183.7' '2843': '8189.1' '2844': '8189.2' '2845': '8211.1' '2846': 8211.1.1 '2847': '8211.2' '2848': '8211.3' '2849': '8211.4' '2850': '8211.5' '2851': 8211.5.1 '2852': 8211.5.2 '2853': 8211.5.3 '2854': '8211.6' '2855': '8211.7' '2856': '8212.1' '2857': '8212.2' '2858': 8212.2.1 '2859': 8212.2.2 '2860': 8212.2.3 '2861': '8212.3' '2862': 8212.3.1 '2863': 8212.3.2 '2864': 8212.3.3 '2865': 8212.3.4 '2866': 8212.3.5 '2867': 8212.3.6 '2868': '8212.4' '2869': '8212.5' '2870': '8219.1' '2871': '8219.10' '2872': '8219.11' '2873': '8219.2' '2874': '8219.3' '2875': '8219.4' '2876': '8219.5' '2877': '8219.6' '2878': '8219.7' '2879': '8219.8' '2880': '8219.9' '2881': '8311.1' '2882': '8312.1' '2883': '8312.2' '2884': '8312.3' '2885': '8312.4' '2886': '8312.5' '2887': '8321.1' '2888': '8322.1' '2889': '8322.2' '2890': '8322.3' '2891': '8322.4' '2892': '8322.5' '2893': '8322.6' '2894': '8322.7' '2895': '8331.1' '2896': 8331.1.1 '2897': '8331.2' '2898': '8332.1' '2899': '8332.2' '2900': '8332.3' '2901': '8332.4' '2902': '8332.5' '2903': '8332.6' '2904': '8332.7' '2905': '8332.8' '2906': '8341.1' '2907': '8341.2' '2908': '8341.3' '2909': '8342.1' '2910': '8342.10' '2911': '8342.2' '2912': '8342.3' '2913': '8342.4' '2914': '8342.5' '2915': '8342.6' '2916': '8342.7' '2917': '8342.8' '2918': '8342.9' '2919': '8343.1' '2920': '8343.2' '2921': '8343.3' '2922': '8343.4' '2923': '8343.5' '2924': '8344.1' '2925': '8350.1' '2926': '8350.2' '2927': '8350.3' '2928': '8350.4' '2929': '8350.5' '2930': '8350.6' '2931': '8350.7' '2932': '9111.1' '2933': '9112.1' '2934': '9112.2' '2935': '9112.3' '2936': '9112.4' '2937': '9112.5' '2938': '9112.6' '2939': '9121.1' '2940': '9121.2' '2941': '9122.1' '2942': '9123.1' '2943': '9129.1' '2944': '9129.2' '2945': '9129.3' '2946': '9211.1' '2947': '9211.2' '2948': '9212.1' '2949': '9212.2' '2950': '9212.3' '2951': '9212.4' '2952': '9213.1' '2953': '9214.1' '2954': '9214.2' '2955': '9215.1' '2956': '9216.1' '2957': '9216.2' '2958': '9216.3' '2959': '9216.4' '2960': '9311.1' '2961': '9312.1' '2962': 9312.1.1 '2963': 9312.1.2 '2964': 9312.1.3 '2965': 9312.1.4 '2966': 9312.1.5 '2967': 9312.1.6 '2968': '9313.1' '2969': '9321.1' '2970': '9321.2' '2971': '9329.1' '2972': '9329.2' '2973': '9331.1' '2974': '9332.1' '2975': '9333.1' '2976': '9333.2' '2977': '9333.3' '2978': '9333.4' '2979': '9333.5' '2980': '9333.6' '2981': '9333.7' '2982': '9333.8' '2983': 9333.8.1 '2984': '9334.1' '2985': '9411.1' '2986': '9411.2' '2987': '9412.1' '2988': '9412.2' '2989': '9510.1' '2990': '9520.1' '2991': '9611.1' '2992': '9612.1' '2993': '9612.2' '2994': '9613.1' '2995': '9621.1' '2996': '9621.2' '2997': '9622.1' '2998': '9623.1' '2999': '9623.2' '3000': '9629.1' '3001': '9629.2' '3002': '9629.3' '3003': '9629.4' '3004': '9629.5' '3005': '9629.6' '3006': '9629.7' '3007': None - name: ESCO_LABELS dtype: sequence - name: ESCO_OCCUPATION dtype: class_label: names: '0': air force officer '1': lieutenant '2': navy officer '3': squadron leader '4': armed forces officer '5': army captain '6': army general '7': army major '8': artillery officer '9': brigadier '10': colonel '11': fleet commander '12': army corporal '13': sergeant '14': special forces officer '15': warfare specialist '16': air force pilot '17': bomb disposal technician '18': infantry soldier '19': intelligence communications interceptor '20': military engineer '21': city councillor '22': government minister '23': governor '24': mayor '25': member of parliament '26': secretary of state '27': senator '28': central bank governor '29': consul '30': diplomat '31': ambassador '32': embassy counsellor '33': fire commissioner '34': police commissioner '35': public administration manager '36': secretary general '37': special-interest groups' official '38': animal facility manager '39': chief executive officer '40': airport chief executive '41': chief operating officer '42': public employment service manager '43': social entrepreneur '44': financial manager '45': accounting manager '46': bank treasurer '47': budget manager '48': corporate treasurer '49': employee volunteering programme coordinator '50': human resources manager '51': equality and inclusion manager '52': volunteer manager '53': director of compliance and information security in gambling '54': policy manager '55': social security administrator '56': strategic planning manager '57': tourism policy director '58': procurement department manager '59': programme manager '60': business manager '61': branch manager '62': EU funds manager '63': health safety and environmental manager '64': sustainability manager '65': business service manager '66': facilities manager '67': security manager '68': corporate social responsibility manager '69': defence administration officer '70': department manager '71': manufacturing facility manager '72': chemical plant manager '73': foundry manager '74': power plant manager '75': water treatment plant manager '76': wood factory manager '77': project manager '78': quality services manager '79': auction house manager '80': banking products manager '81': chief marketing officer '82': destination manager '83': marketing manager '84': sales manager '85': category manager '86': licensing manager '87': motor vehicle aftersales manager '88': online sales channel manager '89': promotion manager '90': commercial director '91': digital marketing manager '92': tourism product manager '93': communication manager '94': advertising manager '95': public relations manager '96': product manager '97': insurance product manager '98': research and development manager '99': product development manager '100': clothing development manager '101': footwear product development manager '102': games development manager '103': leather goods product development manager '104': research manager '105': ICT research manager '106': forester '107': aquaculture harvesting manager '108': aquaculture husbandry manager '109': aquaculture production manager '110': "green\_coffee\_coordinator" '111': manufacturing manager '112': industrial production manager '113': chemical production manager '114': clothing operations manager '115': food production manager '116': footwear production manager '117': leather finishing operations manager '118': leather production manager '119': leather goods production manager '120': leather wet processing department manager '121': metallurgical manager '122': metal production manager '123': industrial quality manager '124': footwear quality manager '125': leather goods quality manager '126': textile quality manager '127': operations manager '128': sewerage systems manager '129': waste management officer '130': textile operations manager '131': mine manager '132': mine production manager '133': oil and gas production manager '134': quarry manager '135': construction manager '136': construction general contractor '137': property developer '138': airport director '139': air traffic manager '140': logistics and distribution manager '141': distribution manager '142': inland water transport general manager '143': maritime water transport general manager '144': rail operations manager '145': road operations manager '146': road transport division manager '147': specialised goods distribution manager '148': agricultural machinery and equipment distribution manager '149': electrical household appliances distribution manager '150': electronic and telecommunications equipment and parts distribution manager '151': fish, crustaceans and molluscs distribution manager '152': flowers and plants distribution manager '153': fruit and vegetables distribution manager '154': furniture, carpets and lighting equipment distribution manager '155': hardware, plumbing and heating equipment and supplies distribution manager '156': hides, skins and leather products distribution manager '157': household goods distribution manager '158': live animals distribution manager '159': agricultural raw materials, seeds and animal feeds distribution manager '160': machinery, industrial equipment, ships and aircraft distribution manager '161': meat and meat products distribution manager '162': metals and metal ores distribution manager '163': mining, construction and civil engineering machinery distribution manager '164': perfume and cosmetics distribution manager '165': pharmaceutical goods distribution manager '166': sugar, chocolate and sugar confectionery distribution manager '167': textile industry machinery distribution manager '168': textiles, textile semi-finished and raw materials distribution manager '169': tobacco products distribution manager '170': beverages distribution manager '171': waste and scrap distribution manager '172': watches and jewellery distribution manager '173': wood and construction materials distribution manager '174': chemical products distribution manager '175': china and glassware distribution manager '176': clothing and footwear distribution manager '177': coffee, tea, cocoa and spices distribution manager '178': computers, computer peripheral equipment and software distribution manager '179': dairy products and edible oils distribution manager '180': import export manager '181': import export manager in agricultural machinery and equipment '182': import export manager in electrical household appliances '183': import export manager in electronic and telecommunications equipment and parts '184': import export manager in fish, crustaceans and molluscs '185': import export manager in flowers and plants '186': import export manager in fruit and vegetables '187': import export manager in furniture, carpets and lighting equipment '188': import export manager in hardware, plumbing and heating equipment and supplies '189': import export manager in hides, skins and leather products '190': import export manager in household goods '191': import export manager in live animals '192': import export manager in agricultural raw materials, seeds and animal feeds '193': import export manager in machinery, industrial equipment, ships and aircraft '194': import export manager in machine tools '195': import export manager in meat and meat products '196': import export manager in metals and metal ores '197': import export manager in mining, construction and civil engineering machinery '198': import export manager in office furniture '199': import export manager in office machinery and equipment '200': import export manager in perfume and cosmetics '201': import export manager in pharmaceutical goods '202': import export manager in sugar, chocolate and sugar confectionery '203': import export manager in beverages '204': import export manager in textile industry machinery '205': import export manager in textiles and textile semi-finished and raw materials '206': import export manager in tobacco products '207': import export manager in waste and scrap '208': import export manager in watches and jewellery '209': import export manager in wood and construction materials '210': import export manager in chemical products '211': import export manager in china and other glassware '212': import export manager in clothing and footwear '213': import export manager in coffee, tea, cocoa and spices '214': import export manager in computers, computer peripheral equipment and software '215': import export manager in dairy products and edible oils '216': intermodal logistics manager '217': warehouse manager '218': finished leather warehouse manager '219': move manager '220': movie distributor '221': "pipeline\_superintendent" '222': railway station manager '223': supply chain manager '224': forecast manager '225': purchasing manager '226': leather raw materials purchasing manager '227': resource manager '228': chief data officer '229': ICT information and knowledge manager '230': ICT environmental manager '231': chief information officer '232': chief technology officer '233': ICT documentation manager '234': ICT operations manager '235': software manager '236': ICT product manager '237': ICT project manager '238': ICT vendor relationship manager '239': telecommunications manager '240': child care coordinator '241': child day care centre manager '242': nursery school head teacher '243': clinical informatics manager '244': healthcare institution manager '245': elderly home manager '246': social services manager '247': public housing manager '248': youth centre manager '249': youth programme director '250': headteacher '251': dean of faculty '252': university department head '253': deputy head teacher '254': education programme coordinator '255': further education principal '256': head of higher education institutions '257': primary school head teacher '258': secondary school department head '259': secondary school head teacher '260': special educational needs head teacher '261': bank manager '262': brokerage firm director '263': credit union manager '264': insurance agency manager '265': insurance claims manager '266': pension scheme manager '267': airside safety manager '268': court administrator '269': document management officer '270': energy manager '271': environmental protection manager '272': front of house manager '273': interpretation agency manager '274': library manager '275': medical laboratory manager '276': museum director '277': publications coordinator '278': airspace manager '279': rescue centre manager '280': service manager '281': legal service manager '282': sport administrator '283': translation agency manager '284': artistic director '285': aviation communications and frequency coordination manager '286': aviation surveillance and code coordination manager '287': book publisher '288': chief fire officer '289': commercial art gallery manager '290': correctional services manager '291': accommodation manager '292': hospitality entertainment manager '293': rooms division manager '294': restaurant manager '295': department store manager '296': retail department manager '297': sales account manager '298': shop manager '299': ammunition shop manager '300': clothing shop manager '301': computer shop manager '302': computer software and multimedia shop manager '303': confectionery shop manager '304': cosmetics and perfume shop manager '305': craft shop manager '306': delicatessen shop manager '307': domestic appliances shop manager '308': drugstore manager '309': eyewear and optical equipment shop manager '310': antique shop manager '311': fish and seafood shop manager '312': floor and wall coverings shop manager '313': flower and garden shop manager '314': fruit and vegetables shop manager '315': fuel station manager '316': furniture shop manager '317': hardware and paint shop manager '318': jewellery and watches shop manager '319': kitchen and bathroom shop manager '320': meat and meat products shop manager '321': audio and video equipment shop manager '322': medical goods shop manager '323': motor vehicle shop manager '324': music and video shop manager '325': orthopaedic supply shop manager '326': pet and pet food shop manager '327': photography shop manager '328': press and stationery shop manager '329': second-hand shop manager '330': shoe and leather accessories shop manager '331': sporting and outdoor accessories shop manager '332': audiology equipment shop manager '333': telecommunication equipment shop manager '334': textile shop manager '335': tobacco shop manager '336': toys and games shop manager '337': bakery shop manager '338': beverages shop manager '339': bicycle shop manager '340': bookshop manager '341': building materials shop manager '342': supermarket manager '343': trade regional manager '344': cultural facilities manager '345': cultural centre director '346': performance production manager '347': recreational facilities manager '348': beauty salon manager '349': betting manager '350': gambling manager '351': lottery manager '352': spa manager '353': zoo curator '354': sport facility manager '355': call centre manager '356': camping ground manager '357': contact centre manager '358': garage manager '359': laundry and dry cleaning manager '360': tourist information centre manager '361': tour operator manager '362': travel agency manager '363': astronomer '364': cosmologist '365': physicist '366': meteorologist '367': aviation meteorologist '368': climatologist '369': weather forecaster '370': metrologist '371': chemist '372': analytical chemist '373': chemical application specialist '374': chemical tester '375': cosmetic chemist '376': fragrance chemist '377': textile chemist '378': sensory scientist '379': geologist '380': environmental geologist '381': seismologist '382': exploration geologist '383': geochemist '384': hydrogeologist '385': hydrologist '386': mine geologist '387': mud logger '388': oceanographer '389': palaeontologist '390': geophysicist '391': mineralogist '392': actuarial consultant '393': demographer '394': gambling games developer '395': gambling quality assurance engineer '396': mathematician '397': statistician '398': biometrician '399': animal behaviourist '400': animal feed nutritionist '401': bioinformatics scientist '402': biologist '403': aquaculture biologist '404': microbiologist '405': physiologist '406': specialist biomedical scientist '407': toxicologist '408': biochemist '409': biomedical scientist advanced '410': biophysicist '411': botanicals specialist '412': botanist '413': curator of horticulture '414': epidemiologist '415': geneticist '416': marine biologist '417': food biotechnologist '418': immunologist '419': pharmacologist '420': biomedical scientist '421': anatomical pathology technician '422': cytology screener '423': agricultural scientist '424': agronomist '425': aquaculture recirculation manager '426': fisheries adviser '427': forestry adviser '428': livestock advisor '429': airport environment officer '430': pipeline environmental project manager '431': soil scientist '432': water quality analyst '433': air pollution analyst '434': environmental technician '435': groundwater monitoring technician '436': aquaculture environmental analyst '437': conservation scientist '438': countryside officer '439': ecologist '440': environmental programme coordinator '441': environmental scientist '442': natural resources consultant '443': nature conservation officer '444': clothing technologist '445': process engineer '446': textile technologist '447': food and beverage packaging technologist '448': homologation engineer '449': industrial engineer '450': manufacturing engineer '451': production engineer '452': automation engineer '453': food production engineer '454': surface engineer '455': leather goods industrial engineer '456': leather production planner '457': maintenance and repair engineer '458': packaging production manager '459': civil engineer '460': airport planning engineer '461': water engineer '462': construction engineer '463': drainage engineer '464': geological engineer '465': hydropower engineer '466': mining geotechnical engineer '467': pipeline engineer '468': rail project engineer '469': transport engineer '470': environmental engineer '471': environmental mining engineer '472': recycling specialist '473': waste treatment engineer '474': environmental expert '475': wastewater engineer '476': mechanical engineer '477': aerospace engineer '478': aerodynamics engineer '479': marine engineer '480': mechatronics engineer '481': mine mechanical engineer '482': mine ventilation engineer '483': naval architect '484': optomechanical engineer '485': packing machinery engineer '486': powertrain engineer '487': precision engineer '488': rolling stock engineer '489': agricultural engineer '490': agricultural equipment design engineer '491': rotating equipment engineer '492': steam engineer '493': tooling engineer '494': welding engineer '495': automotive engineer '496': container equipment design engineer '497': engine designer '498': equipment engineer '499': fluid power engineer '500': heating, ventilation, air conditioning engineer '501': industrial tool design engineer '502': chemical engineer '503': biochemical engineer '504': brewmaster '505': cider master '506': food technologist '507': gas distribution engineer '508': gas production engineer '509': oenologist '510': paper engineer '511': pharmaceutical engineer '512': rubber technologist '513': synthetic materials engineer '514': assayer '515': petroleum engineer '516': quarry engineer '517': drilling engineer '518': explosives engineer '519': liquid fuel engineer '520': metallurgist '521': chemical metallurgist '522': process metallurgist '523': mine development engineer '524': mine health and safety engineer '525': mine planning engineer '526': mineral processing engineer '527': acoustical engineer '528': health and safety engineer '529': fire prevention and protection engineer '530': materials engineer '531': nanoengineer '532': wood technology engineer '533': optical engineer '534': photonics engineer '535': patent engineer '536': quantity surveyor '537': robotics engineer '538': test engineer '539': textile, leather and footwear researcher '540': application engineer '541': calculation engineer '542': component engineer '543': contract engineer '544': design engineer '545': installation engineer '546': logistics engineer '547': quality engineer '548': compliance engineer '549': research engineer '550': autonomous driving specialist '551': aviation ground systems engineer '552': bioengineer '553': biomedical engineer '554': commissioning engineer '555': dependability engineer '556': dismantling engineer '557': energy engineer '558': alternative fuels engineer '559': energy systems engineer '560': geothermal engineer '561': nuclear engineer '562': offshore renewable energy engineer '563': onshore wind energy engineer '564': renewable energy engineer '565': solar energy engineer '566': thermal engineer '567': electrical engineer '568': electric power generation engineer '569': electromagnetic engineer '570': electromechanical engineer '571': mine electrical engineer '572': power distribution engineer '573': substation engineer '574': smart home engineer '575': electronics engineer '576': computer hardware engineer '577': microsystem engineer '578': optoelectronic engineer '579': power electronics engineer '580': predictive maintenance expert '581': satellite engineer '582': sensor engineer '583': flight test engineer '584': instrumentation engineer '585': language engineer '586': medical device engineer '587': microelectronics designer '588': microelectronics engineer '589': integrated circuit design engineer '590': microelectronics materials engineer '591': microelectronics smart manufacturing engineer '592': telecommunications engineer '593': telecommunications analyst '594': architect '595': interior architect '596': landscape architect '597': landscape designer '598': industrial designer '599': automotive designer '600': costume designer '601': fashion designer '602': clothing fashion designer '603': footwear designer '604': leather goods designer '605': furniture designer '606': jewellery designer '607': model maker '608': puppet designer '609': textile designer '610': leather goods product developer '611': textile colourist '612': textile product developer '613': land planner '614': mobility services manager '615': transport planner '616': urban planner '617': cadastral technician '618': cartographer '619': geographic information systems specialist '620': land surveyor '621': hydrographic surveyor '622': mine surveyor '623': 3D modeller '624': illustrator '625': performance lighting designer '626': performance video designer '627': special effects artist '628': stop-motion animator '629': animation layout artist '630': animator '631': 3D animator '632': desktop publisher '633': digital artist '634': digital games designer '635': digital media designer '636': gambling games designer '637': graphic designer '638': general practitioner '639': specialised doctor '640': advanced nurse practitioner '641': nurse responsible for general care '642': specialist nurse '643': midwife '644': aromatherapist '645': complementary therapist '646': acupuncturist '647': homeopath '648': traditional chinese medicine therapist '649': animal chiropractor '650': animal osteopath '651': animal physiotherapist '652': animal therapist '653': animal hydrotherapist '654': animal massage therapist '655': aquatic animal health professional '656': general veterinarian '657': official veterinarian '658': specialised veterinarian '659': veterinary scientist '660': dental practitioner '661': specialist dentist '662': pharmacist '663': pharmaceutical quality specialist '664': specialist pharmacist '665': hospital pharmacist '666': industrial pharmacist '667': emergency response coordinator '668': food safety specialist '669': health and safety officer '670': ergonomist '671': radiation protection officer '672': advanced physiotherapist '673': physiotherapist '674': dietitian '675': prepared meals nutritionist '676': audiologist '677': speech and language therapist '678': optometrist '679': orthoptist '680': chiropractor '681': specialist chiropractor '682': osteopath '683': kinesiologist '684': medical physics expert '685': occupational therapist '686': occupational therapy assistant '687': podiatrist '688': podiatry assistant '689': radiographer '690': diagnostic radiographer '691': nuclear medicine radiographer '692': recreational therapist '693': animal assisted therapist '694': art therapist '695': dance therapist '696': music therapist '697': higher education lecturer '698': anthropology lecturer '699': communications lecturer '700': computer science lecturer '701': dentistry lecturer '702': earth science lecturer '703': economics lecturer '704': education studies lecturer '705': engineering lecturer '706': fine arts instructor '707': food science lecturer '708': healthcare specialist lecturer '709': archaeology lecturer '710': history lecturer '711': journalism lecturer '712': law lecturer '713': linguistics lecturer '714': mathematics lecturer '715': medicine lecturer '716': modern languages lecturer '717': music instructor '718': nursing lecturer '719': performing arts school dance instructor '720': architecture lecturer '721': performing arts theatre instructor '722': pharmacy lecturer '723': philosophy lecturer '724': physics lecturer '725': politics lecturer '726': psychology lecturer '727': religious studies lecturer '728': social work lecturer '729': sociology lecturer '730': space science lecturer '731': art studies lecturer '732': university literature lecturer '733': university research assistant '734': university teaching assistant '735': veterinary medicine lecturer '736': assistant lecturer '737': biology lecturer '738': business lecturer '739': chemistry lecturer '740': classical languages lecturer '741': social work practice educator '742': vocational teacher '743': agriculture, forestry and fishery vocational teacher '744': electricity and energy vocational teacher '745': electronics and automation vocational teacher '746': firefighter instructor '747': food service vocational teacher '748': hairdressing vocational teacher '749': hospitality vocational teacher '750': industrial arts vocational teacher '751': maritime instructor '752': medical laboratory technology vocational teacher '753': occupational driving instructor '754': air traffic instructor '755': occupational railway instructor '756': physical education vocational teacher '757': police trainer '758': transport technology vocational teacher '759': travel and tourism vocational teacher '760': armed forces training and education officer '761': auxiliary nursing and midwifery vocational teacher '762': beauty vocational teacher '763': business administration vocational teacher '764': business and marketing vocational teacher '765': cabin crew instructor '766': design and applied arts vocational teacher '767': secondary school teacher '768': art teacher secondary school '769': literature teacher at secondary school '770': mathematics teacher at secondary school '771': modern languages teacher secondary school '772': music teacher secondary school '773': philosophy teacher secondary school '774': physical education teacher secondary school '775': physics teacher secondary school '776': religious education teacher at secondary school '777': science teacher secondary school '778': biology teacher secondary school '779': business studies and economics teacher secondary school '780': chemistry teacher secondary school '781': classical languages teacher secondary school '782': drama teacher secondary school '783': geography teacher secondary school '784': history teacher secondary school '785': ICT teacher secondary school '786': primary school teacher '787': Steiner school teacher '788': early years teacher '789': Freinet school teacher '790': Montessori school teacher '791': curriculum administrator '792': educational researcher '793': education inspector '794': special educational needs coordinator '795': special educational needs teacher '796': adult literacy teacher '797': early years special educational needs teacher '798': learning support teacher '799': special educational needs itinerant teacher '800': special educational needs teacher primary school '801': special educational needs teacher secondary school '802': teacher of talented and gifted students '803': language school teacher '804': sign language teacher '805': music teacher '806': arts education officer '807': circus arts teacher '808': dance teacher '809': drama teacher '810': photography teacher '811': visual arts teacher '812': ICT trainer '813': digital literacy teacher '814': academic advisor '815': instructional designer '816': learning mentor '817': prison instructor '818': public speaking coach '819': tutor '820': academic support officer '821': admissions coordinator '822': assessor of prior learning '823': assistive technologist '824': e-learning architect '825': e-learning developer '826': educational counsellor '827': further education teacher '828': accountant '829': accounting analyst '830': grants management officer '831': public finance accountant '832': tax advisor '833': audit supervisor '834': bankruptcy trustee '835': budget analyst '836': cost analyst '837': dividend analyst '838': financial auditor '839': financial controller '840': financial fraud examiner '841': business valuer '842': public funding advisor '843': venture capitalist '844': corporate banking manager '845': corporate risk manager '846': financial planner '847': relationship banking manager '848': financial risk manager '849': investment adviser '850': corporate investment banker '851': investment fund management assistant '852': investment manager '853': investor relations manager '854': investment fund manager '855': personal trust officer '856': programme funding manager '857': financial analyst '858': insurance rating analyst '859': investment analyst '860': mergers and acquisitions analyst '861': securities analyst '862': middle office analyst '863': business analyst '864': manufacturing cost estimator '865': business consultant '866': business intelligence manager '867': lean manager '868': logistics analyst '869': civil service administrative officer '870': monitoring and evaluation officer '871': parliamentary assistant '872': policy officer '873': agricultural policy officer '874': labour market policy officer '875': legal policy officer '876': public health policy officer '877': recreation policy officer '878': regional development policy officer '879': social services policy officer '880': competition policy officer '881': cultural policy officer '882': education policy officer '883': environmental policy officer '884': fiscal affairs policy officer '885': foreign affairs officer '886': housing policy officer '887': immigration policy officer '888': political affairs officer '889': procurement category specialist '890': public procurement specialist '891': social service consultant '892': sports programme coordinator '893': trade development officer '894': community development officer '895': employment programme coordinator '896': government planning inspector '897': healthcare consultant '898': humanitarian advisor '899': intelligence officer '900': international relations officer '901': career guidance advisor '902': employment and vocational integration consultant '903': human resources officer '904': labour relations officer '905': occupational analyst '906': recruitment consultant '907': business coach '908': corporate trainer '909': corporate training manager '910': advertising copywriter '911': marketing consultant '912': advertising media planner '913': eBusiness manager '914': marketing assistant '915': online marketer '916': market research analyst '917': membership manager '918': network marketer '919': pricing specialist '920': product and services manager '921': promotion assistant '922': advertising media buyer '923': advertising specialist '924': brand manager '925': business developer '926': client relations manager '927': creative director '928': customer experience manager '929': hospitality revenue manager '930': activism officer '931': election agent '932': fundraising manager '933': intercultural communication consultant '934': online community manager '935': political campaign officer '936': campaign canvasser '937': political party agent '938': public affairs consultant '939': public relations officer '940': spokesperson '941': after-sales service technician '942': medical sales representative '943': renewable energy consultant '944': sales engineer '945': solar energy sales consultant '946': technical sales representative '947': technical sales representative in agricultural machinery and equipment '948': technical sales representative in chemical products '949': technical sales representative in hardware, plumbing and heating equipment '950': technical sales representative in machinery and industrial equipment '951': technical sales representative in mining and construction machinery '952': technical sales representative in office machinery and equipment '953': technical sales representative in the textile machinery industry '954': ICT account manager '955': ICT business development manager '956': ICT presales engineer '957': technical sales representative in electronic and telecommunications equipment '958': computer scientist '959': ICT consultant '960': ICT intelligent systems designer '961': ICT research consultant '962': ICT system analyst '963': ICT system architect '964': blockchain architect '965': ICT system developer '966': ICT system integration consultant '967': integration engineer '968': IT auditor '969': user experience analyst '970': computer vision engineer '971': data analyst '972': data scientist '973': embedded system designer '974': enterprise architect '975': green ICT consultant '976': ICT business analysis manager '977': ICT business analyst '978': cloud engineer '979': software analyst '980': software architect '981': software developer '982': blockchain developer '983': user interface developer '984': digital games developer '985': search engine optimisation expert '986': user interface designer '987': web content manager '988': web developer '989': ICT application configurator '990': ICT application developer '991': embedded systems software developer '992': mobile application developer '993': industrial mobile devices software developer '994': numerical tool and process control programmer '995': data quality specialist '996': ICT auditor manager '997': ICT change and configuration manager '998': ICT disaster recovery analyst '999': ICT quality assurance manager '1000': ICT test analyst '1001': software tester '1002': digital games tester '1003': ICT accessibility tester '1004': ICT integration tester '1005': ICT system tester '1006': ICT usability tester '1007': database administrator '1008': database designer '1009': database developer '1010': database integrator '1011': data warehouse designer '1012': ICT system administrator '1013': ICT network administrator '1014': system configurator '1015': ICT capacity planner '1016': ICT network architect '1017': ICT network engineer '1018': chief ICT security officer '1019': digital forensics expert '1020': embedded systems security engineer '1021': ethical hacker '1022': ICT resilience manager '1023': ICT security administrator '1024': ICT security engineer '1025': ICT security manager '1026': knowledge engineer '1027': lawyer '1028': corporate lawyer '1029': prosecutor '1030': judge '1031': supreme court judge '1032': contract manager '1033': notary '1034': ombudsman '1035': regulatory affairs manager '1036': coroner '1037': court jury coordinator '1038': data protection officer '1039': election observer '1040': human rights officer '1041': legal consultant '1042': legislative drafter '1043': mediator '1044': archivist '1045': collection manager '1046': conservator '1047': cultural archive manager '1048': cultural visitor services manager '1049': exhibition curator '1050': exhibition registrar '1051': museum scientist '1052': zoo registrar '1053': information manager '1054': librarian '1055': economic policy officer '1056': economist '1057': business economics researcher '1058': economic adviser '1059': economic development coordinator '1060': tax policy analyst '1061': anthropologist '1062': communication scientist '1063': media scientist '1064': archaeologist '1065': behavioural scientist '1066': criminologist '1067': geographer '1068': sociologist '1069': social work researcher '1070': thanatology researcher '1071': historian '1072': genealogist '1073': philosopher '1074': political scientist '1075': polygraph examiner '1076': psychologist '1077': clinical psychologist '1078': educational psychologist '1079': health psychologist '1080': psychotherapist '1081': social counsellor '1082': bereavement counsellor '1083': drug and alcohol addiction counsellor '1084': family planning counsellor '1085': marriage counsellor '1086': sexual violence counsellor '1087': social pedagogue '1088': social worker '1089': benefits advice worker '1090': education welfare officer '1091': employment support worker '1092': enterprise development worker '1093': family social worker '1094': gerontology social worker '1095': homelessness worker '1096': hospital social worker '1097': mental health social worker '1098': migrant social worker '1099': military welfare worker '1100': child care social worker '1101': palliative care social worker '1102': probation officer '1103': rehabilitation support worker '1104': social work supervisor '1105': substance misuse worker '1106': victim support officer '1107': youth offending team worker '1108': youth worker '1109': youth information worker '1110': clinical social worker '1111': community care case worker '1112': community development social worker '1113': community social worker '1114': consultant social worker '1115': criminal justice social worker '1116': crisis situation social worker '1117': chaplain '1118': minister of religion '1119': missionary '1120': religion scientific researcher '1121': book editor '1122': dramaturge '1123': literary scholar '1124': writer '1125': lyricist '1126': script writer '1127': speechwriter '1128': technical communicator '1129': journalist '1130': blogger '1131': fact checker '1132': foreign correspondent '1133': magazine editor '1134': newspaper editor '1135': picture editor '1136': political journalist '1137': sports journalist '1138': vlogger '1139': broadcast news editor '1140': business journalist '1141': columnist '1142': copy editor '1143': crime journalist '1144': critic '1145': editor-in-chief '1146': entertainment journalist '1147': graphologist '1148': interpreter '1149': lexicographer '1150': linguist '1151': lawyer linguist '1152': sign language interpreter '1153': translator '1154': localiser '1155': subtitler '1156': artistic painter '1157': storyboard artist '1158': video artist '1159': art restorer '1160': cartoonist '1161': ceramicist '1162': conceptual artist '1163': drawing artist '1164': glass artist '1165': printmaker '1166': sculptor '1167': composer '1168': music arranger '1169': music director '1170': musician '1171': musical conductor '1172': choirmaster/choirmistress '1173': singer '1174': "r\xE9p\xE9titeur" '1175': sound artist '1176': choreographer '1177': choreologist '1178': "dance r\xE9p\xE9titeur" '1179': dancer '1180': art director '1181': animation director '1182': casting director '1183': director of photography '1184': performance lighting director '1185': production designer '1186': stage director '1187': technical director '1188': video and motion picture director '1189': post-production supervisor '1190': producer '1191': music producer '1192': video and motion picture producer '1193': radio producer '1194': video and motion picture editor '1195': actor/actress '1196': voice-over artist '1197': audio describer '1198': news anchor '1199': presenter '1200': community artist '1201': performance artist '1202': circus artist '1203': disc jockey '1204': puppeteer '1205': stand-up comedian '1206': street performer '1207': variety artist '1208': street artist '1209': tourist animator '1210': chemistry technician '1211': chromatographer '1212': nuclear technician '1213': physics technician '1214': radiation protection technician '1215': remote sensing technician '1216': soil surveying technician '1217': food analyst '1218': geology technician '1219': hydrographic surveying technician '1220': leather laboratory technician '1221': material testing technician '1222': meteorology technician '1223': metrology technician '1224': civil engineering technician '1225': bridge inspector '1226': rail maintenance technician '1227': road maintenance technician '1228': sewerage maintenance technician '1229': water systems engineering technician '1230': building inspector '1231': construction quality inspector '1232': construction quality manager '1233': energy assessor '1234': domestic energy assessor '1235': fire inspector '1236': fire protection technician '1237': fire safety tester '1238': landfill supervisor '1239': surveying technician '1240': construction safety inspector '1241': construction safety manager '1242': corrosion technician '1243': energy analyst '1244': energy conservation officer '1245': energy consultant '1246': engineering assistant '1247': railway infrastructure inspector '1248': electrical engineering technician '1249': calibration technician '1250': electromechanical engineering technician '1251': hydropower technician '1252': electronics engineering technician '1253': avionics inspector '1254': sensor engineering technician '1255': computer hardware engineering technician '1256': computer hardware test technician '1257': instrumentation engineering technician '1258': medical device engineering technician '1259': microelectronics engineering technician '1260': microelectronics maintenance technician '1261': microsystem engineering technician '1262': optoelectronic engineering technician '1263': mechanical engineering technician '1264': aerospace engineering technician '1265': material stress analyst '1266': mechatronics engineering technician '1267': motor vehicle engine inspector '1268': motor vehicle engine tester '1269': optomechanical engineering technician '1270': pneumatic engineering technician '1271': production engineering technician '1272': refrigeration air condition and heat pump technician '1273': rolling stock engineering technician '1274': rolling stock engine inspector '1275': aircraft engine inspector '1276': rolling stock engine tester '1277': rolling stock inspector '1278': vessel engine inspector '1279': vessel engine tester '1280': welding inspector '1281': aircraft engine tester '1282': automotive engineering technician '1283': heating, ventilation, air conditioning and refrigeration engineering technician '1284': industrial maintenance supervisor '1285': marine engineering technician '1286': marine mechatronics technician '1287': marine surveyor '1288': chemical engineering technician '1289': asphalt laboratory technician '1290': chemical manufacturing quality technician '1291': colour sampling technician '1292': hazardous waste technician '1293': desalination technician '1294': geotechnician '1295': metallurgical technician '1296': mine safety officer '1297': mine surveying technician '1298': 3D printing technician '1299': clothing CAD technician '1300': drafter '1301': aerospace engineering drafter '1302': marine engineering drafter '1303': mechanical engineering drafter '1304': product development engineering drafter '1305': rolling stock engineering drafter '1306': architectural drafter '1307': automotive engineering drafter '1308': civil drafter '1309': computer-aided design operator '1310': electrical drafter '1311': electromechanical drafter '1312': electronics drafter '1313': heating, ventilation, air conditioning (and refrigeration) drafter '1314': printed circuit board designer '1315': airport maintenance technician '1316': metal additive manufacturing operator '1317': offshore renewable energy technician '1318': photonics engineering technician '1319': pipeline compliance coordinator '1320': process engineering technician '1321': product development engineering technician '1322': quality engineering technician '1323': footwear quality control laboratory technician '1324': footwear quality technician '1325': leather goods quality control laboratory technician '1326': leather goods quality technician '1327': textile chemical quality technician '1328': textile quality technician '1329': tanning technician '1330': textile process controller '1331': utilities inspector '1332': automation engineering technician '1333': robotics engineering technician '1334': aviation safety officer '1335': commissioning technician '1336': food technician '1337': footwear product developer '1338': footwear production technician '1339': industrial engineering technician '1340': leather goods manufacturing technician '1341': mine supervisor '1342': mine shift manager '1343': dairy processing technician '1344': food production planner '1345': industrial assembly supervisor '1346': aircraft assembly supervisor '1347': container equipment assembly supervisor '1348': footwear assembly supervisor '1349': machinery assembly supervisor '1350': motor vehicle assembly supervisor '1351': rolling stock assembly supervisor '1352': vessel assembly supervisor '1353': wood assembly supervisor '1354': production supervisor '1355': animal feed supervisor '1356': metal production supervisor '1357': optical instrument production supervisor '1358': paper mill supervisor '1359': plastic and rubber products manufacturing supervisor '1360': precision mechanics supervisor '1361': print studio supervisor '1362': wood production supervisor '1363': chemical processing supervisor '1364': distillery supervisor '1365': electrical equipment production supervisor '1366': electronics production supervisor '1367': footwear production supervisor '1368': leather goods production supervisor '1369': machine operator supervisor '1370': malt house supervisor '1371': waste management supervisor '1372': construction general supervisor '1373': bricklaying supervisor '1374': dredging supervisor '1375': electrical supervisor '1376': glass installation supervisor '1377': insulation supervisor '1378': lift installation supervisor '1379': paperhanger supervisor '1380': plastering supervisor '1381': plumbing supervisor '1382': power lines supervisor '1383': rail construction supervisor '1384': bridge construction supervisor '1385': road construction supervisor '1386': roofing supervisor '1387': sewer construction supervisor '1388': structural ironwork supervisor '1389': terrazzo setter supervisor '1390': tiling supervisor '1391': water conservation technician supervisor '1392': carpenter supervisor '1393': concrete finisher supervisor '1394': construction painting supervisor '1395': construction scaffolding supervisor '1396': crane crew supervisor '1397': demolition supervisor '1398': dismantling supervisor '1399': underwater construction supervisor '1400': offshore renewable energy plant operator '1401': onshore wind farm technician '1402': power production plant operator '1403': electrical power distributor '1404': electrical transmission system operator '1405': fossil-fuel power plant operator '1406': geothermal power plant operator '1407': hydroelectric plant operator '1408': nuclear reactor operator '1409': power plant control room operator '1410': solar power plant operator '1411': steam turbine operator '1412': incinerator operator '1413': liquid waste treatment plant operator '1414': solid waste operator '1415': wastewater treatment operator '1416': wastewater treatment technician '1417': water plant technician '1418': water treatment systems operator '1419': chemical processing plant controller '1420': air separation plant operator '1421': biogas technician '1422': chemical plant control room operator '1423': gas processing plant supervisor '1424': gas station operator '1425': gas processing plant control room operator '1426': gas processing plant operator '1427': oil refinery control room operator '1428': petroleum pump system operator '1429': refinery shift manager '1430': metal furnace operator '1431': automated assembly line operator '1432': clothing process control technician '1433': industrial robot controller '1434': pulp control operator '1435': biotechnical technician '1436': scientific laboratory technician '1437': bacteriology technician '1438': biochemistry technician '1439': biology technician '1440': botanical technician '1441': zoology technician '1442': agricultural technician '1443': aquaculture quality supervisor '1444': aquaculture site supervisor '1445': viticulture adviser '1446': forestry technician '1447': fisheries refrigeration engineer '1448': marine chief engineer '1449': ship assistant engineer '1450': ship duty engineer '1451': deck officer '1452': helmsman '1453': maritime pilot '1454': ship captain '1455': skipper '1456': aircraft maintenance engineer '1457': aircraft pilot '1458': co-pilot '1459': commercial pilot '1460': airline transport pilot '1461': flight instructor '1462': helicopter pilot '1463': private pilot '1464': second officer '1465': astronaut '1466': drone pilot '1467': air traffic controller '1468': aeronautical information service officer '1469': aeronautical information specialist '1470': airport operations officer '1471': aviation inspector '1472': flight operations officer '1473': air traffic safety technician '1474': clinical perfusion scientist '1475': radiation therapist '1476': medical laboratory assistant '1477': pharmacy assistant '1478': pharmacy technician '1479': audiology technician '1480': dental technician '1481': prosthetist-orthotist '1482': prosthetic-orthotics technician '1483': maternity support worker '1484': herbal therapist '1485': alternative animal therapist '1486': veterinary technician '1487': animal artificial insemination technician '1488': animal embryo transfer technician '1489': equine dental technician '1490': veterinary nurse '1491': dental chairside assistant '1492': dental hygienist '1493': medical records clerk '1494': clinical coder '1495': medical records manager '1496': picture archiving and communication systems administrator '1497': waiting list coordinator '1498': community health worker '1499': first aid instructor '1500': optician '1501': optical technician '1502': massage therapist '1503': physiotherapy assistant '1504': shiatsu practitioner '1505': sophrologist '1506': doctors' surgery assistant '1507': environmental health inspector '1508': food regulatory advisor '1509': food safety inspector '1510': industrial waste inspector '1511': hazardous materials inspector '1512': hazardous waste inspector '1513': occupational health and safety inspector '1514': healthcare inspector '1515': transport health and safety inspector '1516': health and safety inspector '1517': emergency ambulance driver '1518': paramedic in emergency responses '1519': anaesthetic technician '1520': assistant clinical psychologist '1521': chiropractic assistant '1522': covid tester '1523': dietetic technician '1524': respiratory therapy technician '1525': temperature screener '1526': asset manager '1527': financial broker '1528': foreign exchange broker '1529': mortgage broker '1530': mutual fund broker '1531': securities broker '1532': securities underwriter '1533': stock broker '1534': financial trader '1535': energy trader '1536': foreign exchange trader '1537': futures trader '1538': securities trader '1539': stock trader '1540': bank account manager '1541': credit adviser '1542': credit analyst '1543': credit manager '1544': credit risk analyst '1545': loan officer '1546': mortgage loan underwriter '1547': student financial support coordinator '1548': accounting assistant '1549': bookkeeper '1550': grants administrator '1551': actuarial assistant '1552': statistical assistant '1553': foreclosure specialist '1554': gemmologist '1555': insurance claims handler '1556': insurance fraud investigator '1557': loss adjuster '1558': personal property appraiser '1559': property appraiser '1560': real estate surveyor '1561': insurance broker '1562': insurance risk consultant '1563': insurance underwriter '1564': property insurance underwriter '1565': commercial sales representative '1566': electricity sales representative '1567': renewable energy sales representative '1568': costume buyer '1569': purchaser '1570': green coffee buyer '1571': ICT buyer '1572': purchase planner '1573': textile sourcing merchandiser '1574': set buyer '1575': standalone public buyer '1576': timber trader '1577': commodity broker '1578': shipbroker '1579': waste broker '1580': commodity trader '1581': non-vessel operating common carrier '1582': wholesale merchant '1583': wholesale merchant in agricultural machinery and equipment '1584': wholesale merchant in electrical household appliances '1585': wholesale merchant in electronic and telecommunications equipment and parts '1586': wholesale merchant in fish, crustaceans and molluscs '1587': wholesale merchant in flowers and plants '1588': wholesale merchant in fruit and vegetables '1589': wholesale merchant in furniture, carpets and lighting equipment '1590': wholesale merchant in hardware, plumbing and heating equipment and supplies '1591': wholesale merchant in hides, skins and leather products '1592': wholesale merchant in household goods '1593': wholesale merchant in live animals '1594': wholesale merchant in agricultural raw materials, seeds and animal feeds '1595': wholesale merchant in machinery, industrial equipment, ships and aircraft '1596': wholesale merchant in machine tools '1597': wholesale merchant in meat and meat products '1598': wholesale merchant in metals and metal ores '1599': wholesale merchant in mining, construction and civil engineering machinery '1600': wholesale merchant in office furniture '1601': wholesale merchant in office machinery and equipment '1602': wholesale merchant in perfume and cosmetics '1603': wholesale merchant in pharmaceutical goods '1604': wholesale merchant in sugar, chocolate and sugar confectionery '1605': wholesale merchant in beverages '1606': wholesale merchant in textile industry machinery '1607': wholesale merchant in textiles and textile semi-finished and raw materials '1608': wholesale merchant in tobacco products '1609': wholesale merchant in waste and scrap '1610': wholesale merchant in watches and jewellery '1611': wholesale merchant in wood and construction materials '1612': wholesale merchant in chemical products '1613': wholesale merchant in china and other glassware '1614': wholesale merchant in clothing and footwear '1615': wholesale merchant in coffee, tea, cocoa and spices '1616': wholesale merchant in computers, computer peripheral equipment and software '1617': wholesale merchant in dairy products and edible oils '1618': customs and excise officer '1619': forwarding manager '1620': import export specialist '1621': import export specialist in agricultural machinery and equipment '1622': import export specialist in electrical household appliances '1623': import export specialist in electronic and telecommunications equipment '1624': import export specialist in fish, crustaceans and molluscs '1625': import export specialist in flowers and plants '1626': import export specialist in fruit and vegetables '1627': import export specialist in furniture, carpets and lighting equipment '1628': import export specialist in hardware, plumbing and heating equipment '1629': import export specialist in hides, skins and leather products '1630': import export specialist in household goods '1631': import export specialist in live animals '1632': import export specialist in agricultural raw materials, seeds and animal feeds '1633': import export specialist in machinery, industrial equipment, ships and aircraft '1634': import export specialist in machine tools '1635': import export specialist in meat and meat products '1636': import export specialist in metals and metal ores '1637': import export specialist in mining, construction, civil engineering machinery '1638': import export specialist in office furniture '1639': import export specialist in office machinery and equipment '1640': import export specialist in perfume and cosmetics '1641': import export specialist in pharmaceutical goods '1642': import export specialist in sugar, chocolate and sugar confectionery '1643': import export specialist in beverages '1644': import export specialist in textile industry machinery '1645': import export specialist in textiles and textile semi-finished and raw materials '1646': import export specialist in tobacco products '1647': import export specialist in waste and scrap '1648': import export specialist in watches and jewellery '1649': import export specialist in wood and construction materials '1650': import export specialist in chemical products '1651': import export specialist in china and other glassware '1652': import export specialist in clothing and footwear '1653': import export specialist in coffee, tea, cocoa and spices '1654': import export specialist in computers, peripheral equipment and software '1655': import export specialist in dairy products and edible oils '1656': shipping agent '1657': international forwarding operations coordinator '1658': event assistant '1659': event manager '1660': venue director '1661': wedding planner '1662': venue programmer '1663': employment agent '1664': housing manager '1665': property acquisitions manager '1666': title closer '1667': real estate agent '1668': letting agent '1669': real estate investor '1670': real estate leasing manager '1671': real estate manager '1672': advertising sales agent '1673': auctioneer '1674': intellectual property consultant '1675': promoter '1676': publishing rights manager '1677': relocation officer '1678': talent agent '1679': tourism contract negotiator '1680': call centre analyst '1681': call centre quality auditor '1682': call centre supervisor '1683': contact centre supervisor '1684': data entry supervisor '1685': field survey manager '1686': office manager '1687': civil registrar '1688': legal administrative assistant '1689': administrative assistant '1690': court reporter '1691': education administrator '1692': fundraising assistant '1693': international student exchange coordinator '1694': procurement support officer '1695': project support officer '1696': supply chain assistant '1697': editorial assistant '1698': executive assistant '1699': management assistant '1700': scopist '1701': medical administrative assistant '1702': medical practice manager '1703': medical transcriptionist '1704': customs officer '1705': hand luggage inspector '1706': immigration officer '1707': tax compliance officer '1708': tax inspector '1709': social security inspector '1710': social security officer '1711': pensions administrator '1712': immigration adviser '1713': licensing officer '1714': passport officer '1715': criminal investigator '1716': police detective '1717': police inspector '1718': agricultural inspector '1719': consumer rights advisor '1720': fisheries observer '1721': forestry inspector '1722': freight inspector '1723': marine cargo inspector '1724': gaming inspector '1725': weights and measures inspector '1726': case administrator '1727': conveyance clerk '1728': court administrative officer '1729': court bailiff '1730': court clerk '1731': court enforcement officer '1732': legal assistant '1733': private detective '1734': store detective '1735': justice of the peace '1736': crisis helpline operator '1737': legal guardian '1738': life coach '1739': social care worker '1740': adult community care worker '1741': residential childcare worker '1742': residential home adult care worker '1743': residential home older adult care worker '1744': residential home young people care worker '1745': care at home worker '1746': child welfare worker '1747': disability support worker '1748': family support worker '1749': foster care support worker '1750': housing support worker '1751': mental health support worker '1752': residential care home worker '1753': social work assistant '1754': volunteer mentor '1755': monk/nun '1756': pastoral worker '1757': professional athlete '1758': artistic coach '1759': lifeguard instructor '1760': sports coach '1761': football coach '1762': sports instructor '1763': boxing instructor '1764': golf instructor '1765': ice-skating coach '1766': ski instructor '1767': snowboard instructor '1768': swimming teacher '1769': tennis coach '1770': sports official '1771': activity leader '1772': outdoor activities coordinator '1773': outdoor animator '1774': assistant outdoor animator '1775': outdoor activities instructor '1776': survival instructor '1777': specialised outdoor animator '1778': fitness instructor '1779': leisure attendant '1780': personal trainer '1781': pilates teacher '1782': sport therapist '1783': horse riding instructor '1784': mountain guide '1785': photographer '1786': photojournalist '1787': interior designer '1788': interior planner '1789': merchandiser '1790': miniature set designer '1791': set builder '1792': scenic painter '1793': set designer '1794': visual merchandiser '1795': art handler '1796': big data archive librarian '1797': taxidermist '1798': chef '1799': head chef '1800': pastry chef '1801': head pastry chef '1802': private chef '1803': assistant stage director '1804': head of workshop '1805': location manager '1806': mask maker '1807': media integration operator '1808': performance flying director '1809': performance lighting technician '1810': intelligent lighting engineer '1811': prompter '1812': prop maker '1813': prop master/prop mistress '1814': pyrotechnic designer '1815': assistant video and motion picture director '1816': pyrotechnician '1817': script supervisor '1818': stage manager '1819': stand-in '1820': stunt performer '1821': theatre technician '1822': followspot operator '1823': light board operator '1824': scenery technician '1825': stage machinist '1826': stage technician '1827': audio production technician '1828': automated fly bar operator '1829': body artist '1830': broadcasting programme director '1831': dresser '1832': costume attendant '1833': extra '1834': fight director '1835': data centre operator '1836': ICT help desk agent '1837': ICT help desk manager '1838': ICT security technician '1839': ICT technician '1840': aviation data communications manager '1841': ICT network technician '1842': webmaster '1843': audio-visual technician '1844': boom operator '1845': sound operator '1846': video technician '1847': camera operator '1848': performance rental technician '1849': performance video operator '1850': projectionist '1851': recording studio technician '1852': sound designer '1853': sound editor '1854': sound mastering engineer '1855': broadcast technician '1856': telecommunications engineering technician '1857': office clerk '1858': membership administrator '1859': secretary '1860': typist '1861': data entry clerk '1862': bank teller '1863': post office counter clerk '1864': bingo caller '1865': bookmaker '1866': casino cashier '1867': casino gaming manager '1868': casino pit boss '1869': gaming dealer '1870': lottery operator '1871': odds compiler '1872': race track operator '1873': pawnbroker '1874': debt collector '1875': insurance collector '1876': ground steward/ground stewardess '1877': host/hostess '1878': ticket sales agent '1879': railway sales agent '1880': tourist information officer '1881': tour operator representative '1882': tour organiser '1883': travel agent '1884': travel consultant '1885': customer contact centre information clerk '1886': live chat operator '1887': telephone switchboard operator '1888': emergency medical dispatcher '1889': hospitality establishment receptionist '1890': camping ground operative '1891': night auditor '1892': customer service representative '1893': receptionist '1894': front line medical receptionist '1895': veterinary receptionist '1896': market research interviewer '1897': survey enumerator '1898': contact tracing agent '1899': hotel concierge '1900': billing clerk '1901': sales support assistant '1902': auditing clerk '1903': back office specialist '1904': financial markets back office administrator '1905': foreign exchange cashier '1906': insurance clerk '1907': investment clerk '1908': property assistant '1909': tax clerk '1910': payroll clerk '1911': inventory coordinator '1912': footwear factory warehouse operator '1913': leather goods warehouse operator '1914': raw material reception operator '1915': raw materials warehouse specialist '1916': warehouse operators for clothing '1917': machinery assembly coordinator '1918': aircraft cargo operations coordinator '1919': pipeline route manager '1920': port coordinator '1921': rail logistics coordinator '1922': rail traffic controller '1923': road transport maintenance scheduler '1924': ship pilot dispatcher '1925': ship planner '1926': taxi controller '1927': tram controller '1928': vessel operations coordinator '1929': aircraft dispatcher '1930': water traffic coordinator '1931': baggage flow supervisor '1932': bus route supervisor '1933': dangerous goods safety adviser '1934': freight transport dispatcher '1935': gas scheduling representative '1936': gas transmission system operator '1937': move coordinator '1938': library assistant '1939': mail clerk '1940': postman/postwoman '1941': proofreader '1942': file clerk '1943': human resources assistant '1944': advertising assistant '1945': foreign language correspondence clerk '1946': cabin crew manager '1947': steward/stewardess '1948': flight attendant '1949': ship steward/ship stewardess '1950': train attendant '1951': chief conductor '1952': railway passenger service agent '1953': train conductor '1954': passenger fare controller '1955': tourist guide '1956': environmental education officer '1957': park guide '1958': zoo educator '1959': cook '1960': diet cook '1961': fish cook '1962': grill cook '1963': industrial cook '1964': restaurant host/restaurant hostess '1965': waiter/waitress '1966': head waiter/head waitress '1967': sommelier '1968': beer sommelier '1969': head sommelier '1970': wine sommelier '1971': bartender '1972': barista '1973': cocktail bartender '1974': hairdresser '1975': barber '1976': hairdresser assistant '1977': hair stylist '1978': performance hairdresser '1979': aesthetician '1980': spa attendant '1981': tanning consultant '1982': weight loss consultant '1983': beauty salon attendant '1984': hair removal technician '1985': make-up and hair designer '1986': make-up artist '1987': manicurist '1988': masseur/masseuse '1989': pedicurist '1990': personal stylist '1991': hotel butler '1992': housekeeping supervisor '1993': bed and breakfast operator '1994': domestic housekeeper '1995': domestic butler '1996': building caretaker '1997': amusement park cleaner '1998': house sitter '1999': verger '2000': astrologer '2001': fortune teller '2002': medium '2003': psychic '2004': companion '2005': cemetery attendant '2006': embalmer '2007': funeral attendant '2008': funeral services director '2009': animal care attendant '2010': animal groomer '2011': kennel worker '2012': zookeeper '2013': zoo section leader '2014': animal handler '2015': animal trainer '2016': dog trainer '2017': guide dog instructor '2018': horse trainer '2019': animal shelter worker '2020': cattle pedicure '2021': dog breeder '2022': kennel supervisor '2023': pet sitter '2024': driving instructor '2025': bus driving instructor '2026': car driving instructor '2027': motorcycle instructor '2028': truck driving instructor '2029': vessel steering instructor '2030': club host/club hostess '2031': dating service consultant '2032': escort '2033': market vendor '2034': street food vendor '2035': retail entrepreneur '2036': shop supervisor '2037': checkout supervisor '2038': car leasing agent '2039': motor vehicles parts advisor '2040': personal shopper '2041': sales assistant '2042': sales processor '2043': shop assistant '2044': specialised seller '2045': ammunition specialised seller '2046': computer games, multimedia and software specialised seller '2047': confectionery specialised seller '2048': cosmetics and perfume specialised seller '2049': delicatessen specialised seller '2050': domestic appliances specialised seller '2051': eyewear and optical equipment specialised seller '2052': fish and seafood specialised seller '2053': floor and wall coverings specialised seller '2054': flower and garden specialised seller '2055': fruit and vegetables specialised seller '2056': audio and video equipment specialised seller '2057': furniture specialised seller '2058': hardware and paint specialised seller '2059': jewellery and watches specialised seller '2060': meat and meat products specialised seller '2061': medical goods specialised seller '2062': motor vehicles specialised seller '2063': music and video shop specialised seller '2064': orthopaedic supplies specialised seller '2065': pet and pet food specialised seller '2066': press and stationery specialised seller '2067': audiology equipment specialised seller '2068': second-hand goods specialised seller '2069': shoe and leather accessories specialised seller '2070': specialised antique dealer '2071': sporting accessories specialised seller '2072': telecommunications equipment specialised seller '2073': textile specialised seller '2074': tobacco specialised seller '2075': toys and games specialised seller '2076': bakery specialised seller '2077': beverages specialised seller '2078': bookshop specialised seller '2079': building materials specialised seller '2080': clothing specialised seller '2081': computer and accessories specialised seller '2082': cashier '2083': lottery cashier '2084': ticket issuing clerk '2085': art model '2086': fashion model '2087': promotions demonstrator '2088': door to door seller '2089': call centre agent '2090': fuel station specialised seller '2091': food service worker '2092': quick service restaurant team leader '2093': rental manager '2094': rental service representative '2095': rental service representative in other machinery, equipment and tangible goods '2096': rental service representative in agricultural machinery and equipment '2097': rental service representative in air transport equipment '2098': rental service representative in cars and light motor vehicles '2099': rental service representative in construction and civil engineering machinery '2100': rental service representative in office machinery and equipment '2101': rental service representative in trucks '2102': rental service representative in water transport equipment '2103': rental service representative in personal and household goods '2104': rental service representative in recreational and sports goods '2105': rental service representative in video tapes and disks '2106': vehicle rental agent '2107': child care worker '2108': au pair '2109': babysitter '2110': child day care worker '2111': nanny '2112': school bus attendant '2113': early years teaching assistant '2114': primary school teaching assistant '2115': secondary school teaching assistant '2116': special educational needs assistant '2117': healthcare assistant '2118': nurse assistant '2119': home care aide '2120': hospital porter '2121': phlebotomist '2122': sterile services technician '2123': firefighter '2124': industrial firefighter '2125': marine firefighter '2126': mine rescue officer '2127': pump operator '2128': police officer '2129': juvenile correctional officer '2130': prison officer '2131': security guard '2132': airport security officer '2133': armoured car guard '2134': bodyguard '2135': door supervisor '2136': gate guard '2137': hospitality establishment security officer '2138': security alarm investigator '2139': security consultant '2140': security guard supervisor '2141': aircraft marshaller '2142': game keeper '2143': civil enforcement officer '2144': coastguard watch officer '2145': crossing guard '2146': crowd controller '2147': emergency response worker '2148': life guard '2149': street warden '2150': animal welfare inspector '2151': agronomic crop production team leader '2152': arboriculturist '2153': fruit production team leader '2154': vineyard supervisor '2155': hop farmer '2156': vineyard cellar master '2157': vineyard machinery operator '2158': vineyard manager '2159': groundsman/groundswoman '2160': horticulture production manager '2161': horticulture production team leader '2162': interior landscaper '2163': landscape gardener '2164': tree surgeon '2165': crop production manager '2166': cattle breeder '2167': equine yard manager '2168': horse breeder '2169': pig breeder '2170': sheep breeder '2171': shepherd '2172': poultry breeder '2173': poultry sexer '2174': bee breeder '2175': fur animals breeder '2176': farm manager '2177': mixed farmer '2178': forest ranger '2179': aquaculture cage technician '2180': aquaculture recirculation technician '2181': water-based aquaculture technician '2182': aquaculture harvesting technician '2183': aquaculture hatchery manager '2184': aquaculture hatchery technician '2185': aquaculture hatchery worker '2186': aquaculture husbandry technician '2187': aquaculture husbandry worker '2188': aquaculture mooring manager '2189': aquaculture rearing technician '2190': fisheries boatman '2191': deep-sea fishery worker '2192': fisheries master '2193': fisheries boatmaster '2194': hunter '2195': house builder '2196': bricklayer '2197': stonemason '2198': stone engraver '2199': concrete finisher '2200': terrazzo setter '2201': carpenter '2202': door installer '2203': fireplace installer '2204': kitchen unit installer '2205': staircase installer '2206': window installer '2207': frame maker '2208': construction scaffolder '2209': demolition worker '2210': manufactured wooden building assembler '2211': steeplejack '2212': roofer '2213': carpet fitter '2214': hardwood floor layer '2215': resilient floor layer '2216': tile fitter '2217': ceiling installer '2218': plasterer '2219': insulation worker '2220': plate glass installer '2221': vehicle glazier '2222': bathroom fitter '2223': sewerage network operative '2224': sewer construction worker '2225': sprinkler fitter '2226': water conservation technician '2227': water network operative '2228': drain technician '2229': gas service technician '2230': heating technician '2231': irrigation system installer '2232': irrigation technician '2233': pipeline maintenance worker '2234': plumber '2235': septic tank servicer '2236': heating and ventilation service engineer '2237': construction painter '2238': marine painter '2239': paperhanger '2240': lacquer spray gun operator '2241': surface treatment operator '2242': transport equipment painter '2243': asbestos abatement worker '2244': building exterior cleaner '2245': chimney sweep '2246': chimney sweep supervisor '2247': decontamination worker '2248': foundry operative '2249': coquille casting worker '2250': foundry moulder '2251': mouldmaker '2252': brazier '2253': solderer '2254': welder '2255': electron beam welder '2256': laser beam welder '2257': pipe welder '2258': spot welder '2259': welding coordinator '2260': boilermaker '2261': container equipment assembler '2262': coppersmith '2263': sheet metal worker '2264': dismantling worker '2265': shipwright '2266': structural ironworker '2267': riveter '2268': event scaffolder '2269': stagehand '2270': rigger '2271': boat rigger '2272': ground rigger '2273': high rigger '2274': rigging supervisor '2275': tent installer '2276': blacksmith '2277': farrier '2278': drop forging hammer worker '2279': hydraulic forging press worker '2280': mechanical forging press worker '2281': casting mould maker '2282': gunsmith '2283': locksmith '2284': precision mechanic '2285': tool and die maker '2286': boring machine operator '2287': laser marking machine operator '2288': metal nibbling operator '2289': metal planer operator '2290': moulding machine operator '2291': ornamental metal worker '2292': oxy fuel burning machine operator '2293': plasma cutting machine operator '2294': router operator '2295': scrap metal operative '2296': screw machine operator '2297': briquetting machine operator '2298': spark erosion machine operator '2299': stamping press operator '2300': straightening machine operator '2301': swaging machine operator '2302': thread rolling machine operator '2303': upsetting machine operator '2304': chain making machine operator '2305': computer numerical control machine operator '2306': engraving machine operator '2307': grinding machine operator '2308': laser cutting machine operator '2309': lathe and turning machine operator '2310': metalworking lathe operator '2311': metal sawing machine operator '2312': milling machine operator '2313': punch press operator '2314': water jet cutter operator '2315': drilling machine operator '2316': drill press operator '2317': fitter and turner '2318': gear machinist '2319': heat treatment furnace operator '2320': metal polisher '2321': tool grinder '2322': automotive brake technician '2323': vehicle technician '2324': coachbuilder '2325': diesel engine mechanic '2326': refurbishing technician '2327': restoration technician '2328': roadside vehicle technician '2329': tyre fitter '2330': vehicle maintenance attendant '2331': vehicle maintenance supervisor '2332': aircraft de-icer installer '2333': aircraft engine specialist '2334': aircraft gas turbine engine overhaul technician '2335': aircraft maintenance coordinator '2336': aircraft maintenance technician '2337': construction equipment technician '2338': marine mechanic '2339': mining equipment mechanic '2340': moulding machine technician '2341': pneumatic systems technician '2342': rotating equipment mechanic '2343': textile machinery technician '2344': crane technician '2345': fisheries assistant engineer '2346': fluid power technician '2347': forge equipment technician '2348': greaser '2349': industrial machinery mechanic '2350': land-based machinery technician '2351': agricultural machinery technician '2352': forestry machinery technician '2353': marine fitter '2354': bicycle mechanic '2355': clock and watchmaker '2356': optical instrument assembler '2357': optical instrument repairer '2358': precision instrument assembler '2359': surgical instrument maker '2360': watch and clock repairer '2361': idiophone musical instruments maker '2362': instrument technician '2363': keyboard musical instrument maker '2364': harpsichord maker '2365': organ builder '2366': piano maker '2367': membranophone musical instruments maker '2368': musical instrument technician '2369': stringed musical instrument maker '2370': guitar maker '2371': harp maker '2372': violin maker '2373': wind musical instrument maker '2374': jeweller '2375': filigree maker '2376': goldsmith '2377': jewellery engraver '2378': jewellery mounter '2379': jewellery polisher '2380': jewellery repairer '2381': precious stone setter '2382': silversmith '2383': precious stone cutter '2384': hand brick moulder '2385': production potter '2386': pottery and porcelain caster '2387': glass-blower '2388': glass beveller '2389': decorative painter '2390': ceramic painter '2391': glass painter '2392': porcelain painter '2393': wood painter '2394': glass engraver '2395': metal engraver '2396': sign maker '2397': artisan papermaker '2398': basketmaker '2399': brush maker '2400': toymaker '2401': wicker furniture maker '2402': woodcarver '2403': carpet handicraft worker '2404': carpet weaver '2405': fishing net maker '2406': knitter '2407': leather goods artisanal worker '2408': weaver '2409': candle maker '2410': sports equipment repair technician '2411': prepress technician '2412': imagesetter '2413': lithographer '2414': prepress operator '2415': scanning operator '2416': screen making technician '2417': typesetter '2418': digital printer '2419': textile printer '2420': flexographic press operator '2421': gravure press operator '2422': hot foil operator '2423': offset printer '2424': paper embossing press operator '2425': printing textile technician '2426': reprographics technician '2427': screen printer '2428': bindery operator '2429': book-sewing machine operator '2430': book restorer '2431': print folding operator '2432': electrician '2433': building electrician '2434': domestic electrician '2435': industrial electrician '2436': electric meter technician '2437': event electrician '2438': solar energy technician '2439': automotive battery technician '2440': power tool repair technician '2441': rolling stock electrician '2442': theme park technician '2443': automotive electrician '2444': electrical mechanic '2445': geothermal technician '2446': ground lighting officer '2447': household appliances repair technician '2448': lift technician '2449': marine electrician '2450': mining electrician '2451': electricity distribution technician '2452': cable jointer '2453': overhead line worker '2454': street lighting electrician '2455': ATM repair technician '2456': avionics technician '2457': consumer electronics repair technician '2458': marine electronics technician '2459': office equipment repair technician '2460': railway electronic technician '2461': smart home installer '2462': vehicle electronics installer '2463': communication infrastructure maintainer '2464': computer hardware repair technician '2465': mobile devices technician '2466': mobile phone repair technician '2467': radio technician '2468': security alarm technician '2469': telecommunications equipment maintainer '2470': telecommunications technician '2471': butcher '2472': halal butcher '2473': kosher butcher '2474': fish preparation operator '2475': fish trimmer '2476': meat cutter '2477': meat preparations operator '2478': slaughterer '2479': halal slaughterer '2480': kosher slaughterer '2481': baker '2482': chocolatier '2483': confectioner '2484': pasta maker '2485': pastry maker '2486': dairy products maker '2487': milk reception operator '2488': fruit and vegetable preserver '2489': oil mill operator '2490': oilseed presser '2491': coffee taster '2492': farm milk controller '2493': food grader '2494': malt master '2495': master coffee roaster '2496': curing room worker '2497': leaf sorter '2498': leaf tier '2499': wood drying kiln operator '2500': wood treater '2501': antique furniture reproducer '2502': cabinet maker '2503': cooper '2504': furniture finisher '2505': furniture restorer '2506': recreation model maker '2507': nailing machine operator '2508': wood boring machine operator '2509': wooden furniture machine operator '2510': wood pallet maker '2511': wood sander '2512': woodturner '2513': costume maker '2514': dressmaker '2515': hide grader '2516': milliner '2517': tailor '2518': wig and hairpiece maker '2519': clothing CAD patternmaker '2520': clothing cutter '2521': clothing product grader '2522': digital prototyper '2523': leather goods CAD patternmaker '2524': leather goods patternmaker '2525': wearing apparel patternmaker '2526': doll maker '2527': embroiderer '2528': glove maker '2529': made-up textile articles manufacturer '2530': sewing machinist '2531': aircraft interior technician '2532': mattress maker '2533': upholsterer '2534': furniture upholsterer '2535': marine upholsterer '2536': motor vehicle upholsterer '2537': railway car upholsterer '2538': leather sorter '2539': tanner '2540': leather goods manual operator '2541': leather goods finishing operator '2542': leather goods hand cutting operator '2543': leather goods hand stitcher '2544': shoemaker '2545': bespoke footwear technician '2546': footwear 3D developer '2547': footwear CAD patternmaker '2548': footwear hand sewer '2549': footwear patternmaker '2550': hand lasting operator '2551': orthopaedic footwear technician '2552': shoe repairer '2553': construction commercial diver '2554': harvest diver '2555': rescue diver '2556': shotfirer '2557': automated optical inspection operator '2558': product quality inspector '2559': cigar inspector '2560': clothing quality inspector '2561': precision device inspector '2562': textile quality inspector '2563': veneer grader '2564': automotive test driver '2565': battery test technician '2566': control panel tester '2567': non-destructive testing specialist '2568': printed circuit board test technician '2569': product assembly inspector '2570': aircraft assembly inspector '2571': consumer goods inspector '2572': electrical equipment inspector '2573': electronic equipment inspector '2574': motor vehicle assembly inspector '2575': rolling stock assembly inspector '2576': vessel assembly inspector '2577': product grader '2578': engineered wood board grader '2579': lumber grader '2580': pulp grader '2581': product quality controller '2582': footwear quality controller '2583': leather goods quality controller '2584': metal product quality control inspector '2585': pest management worker '2586': pesticides sprayer '2587': dewatering technician '2588': driller '2589': surface miner '2590': underground heavy equipment operator '2591': underground miner '2592': mineral crushing operator '2593': mineral processing operator '2594': stone driller '2595': stone planer '2596': derrickhand '2597': drill operator '2598': oil rig motorhand '2599': pipeline pump operator '2600': roughneck '2601': roustabout '2602': tool pusher '2603': tunnel boring machine operator '2604': well-digger '2605': asphalt plant operator '2606': block machine operator '2607': concrete products machine operator '2608': electrolytic cell maker '2609': precast moulder '2610': slate mixer '2611': stone polisher '2612': stone splitter '2613': casting machine operator '2614': extrusion machine operator '2615': metal annealer '2616': metal drawing machine operator '2617': metal rolling mill operator '2618': spring maker '2619': wire weaving machine operator '2620': abrasive blasting operator '2621': rustproofer '2622': surface grinding machine operator '2623': tumbling machine operator '2624': anodising machine operator '2625': coating machine operator '2626': cylindrical grinder operator '2627': deburring machine operator '2628': dip tank operator '2629': electroplating machine operator '2630': enameller '2631': filing machine operator '2632': capsule filling machine operator '2633': lime kiln operator '2634': mine control room operator '2635': nitrator operator '2636': nitroglycerin neutraliser '2637': nitroglycerin separator operator '2638': nonwoven filament machine operator '2639': perfume production machine operator '2640': pill maker operator '2641': plodder operator '2642': soap maker '2643': soap chipper '2644': soap drier operator '2645': chemical mixer '2646': fertiliser mixer '2647': lacquer maker '2648': paint mixer '2649': pesticide mixer '2650': tracer powder blender '2651': varnish maker '2652': soap tower operator '2653': wax bleacher '2654': coking furnace operator '2655': cosmetics production machine operator '2656': distillation operator '2657': dry house attendant '2658': fermenter operator '2659': gauger '2660': granulator machine operator '2661': motion picture film developer '2662': photographic developer '2663': rubber products machine operator '2664': belt builder '2665': coagulation operator '2666': foam rubber mixer '2667': rubber cutting machine tender '2668': rubber dipping machine operator '2669': sectional belt mould assembler '2670': tyre builder '2671': tyre vulcaniser '2672': V-belt builder '2673': V-belt coverer '2674': V-belt finisher '2675': blow moulding machine operator '2676': plastic heat treatment equipment operator '2677': plastic rolling machine operator '2678': pultrusion machine operator '2679': record press operator '2680': vacuum forming machine operator '2681': cake press operator '2682': compression moulding machine operator '2683': fiberglass laminator '2684': fibreglass machine operator '2685': filament winding operator '2686': injection moulding operator '2687': optical disc moulding machine operator '2688': insulating tube winder '2689': plastic furniture machine operator '2690': absorbent pad machine operator '2691': corrugator operator '2692': envelope maker '2693': paper bag machine operator '2694': paperboard products assembler '2695': paper cutter operator '2696': tissue paper perforating and rewinding operator '2697': paper stationery machine operator '2698': cotton gin operator '2699': spinning machine operator '2700': man-made fiber spinner '2701': twisting machine operator '2702': yarn spinner '2703': spinning textile technician '2704': winding machine operator '2705': knitting machine operator '2706': knitting machine supervisor '2707': knitting textile technician '2708': textile machine operator '2709': weaving machine operator '2710': tufting operator '2711': weaving machine supervisor '2712': weaving textile technician '2713': sewing machine operator '2714': clothing alteration machinist '2715': clothing sample machinist '2716': embroidery machine operator '2717': leather goods stitching machine operator '2718': protective clothing apparel manufacturer '2719': finishing textile technician '2720': textile dyeing technician '2721': textile dyer '2722': textile finishing machine operator '2723': leather production machine operator '2724': colour sampling operator '2725': leather finishing operator '2726': automated cutting machine operator '2727': footwear production machine operator '2728': cutting machine operator '2729': footwear maintenance technician '2730': footwear stitching machine operator '2731': lasting machine operator '2732': pre-lasting operator '2733': sole and heel operator '2734': leather goods machine operator '2735': leather goods maintenance technician '2736': pre-stitching machine operator '2737': laundry worker '2738': laundry ironer '2739': laundry workers supervisor '2740': braiding machine operator '2741': braiding textile technician '2742': canvas goods assembler '2743': leather measuring operator '2744': mattress making machine operator '2745': nonwoven staple machine operator '2746': nonwoven textile technician '2747': textile pattern making machine operator '2748': animal feed operator '2749': cacao beans cleaner '2750': candy machine operator '2751': carbonation operator '2752': cellar operator '2753': centrifuge operator '2754': chilling operator '2755': chocolate moulding operator '2756': cider fermentation operator '2757': cigarette making machine operator '2758': clarifier '2759': baking operator '2760': cocoa mill operator '2761': cocoa press operator '2762': coffee grinder '2763': coffee roaster '2764': dairy processing operator '2765': dairy products manufacturing worker '2766': distillery miller '2767': distillery worker '2768': dryer attendant '2769': extract mixer tester '2770': beverage filtration technician '2771': fat-purification worker '2772': fish canning operator '2773': fish production operator '2774': flour purifier operator '2775': food production operator '2776': fruit-press operator '2777': fruit and vegetable canner '2778': germination operator '2779': honey extractor '2780': hydrogenation machine operator '2781': blanching operator '2782': kettle tender '2783': liquor blender '2784': liquor grinding mill operator '2785': malt kiln operator '2786': milk heat treatment process operator '2787': miller '2788': pasta operator '2789': prepared meat operator '2790': refining machine operator '2791': sauce production operator '2792': blender operator '2793': starch converting operator '2794': starch extraction operator '2795': sugar refinery operator '2796': vermouth manufacturer '2797': wine fermenter '2798': yeast distiller '2799': blending plant operator '2800': brew house operator '2801': bulk filler '2802': cacao bean roaster '2803': bleacher operator '2804': digester operator '2805': froth flotation deinking operator '2806': laminating machine operator '2807': paper machine operator '2808': paper pulp moulding operator '2809': pulp technician '2810': wash deinking operator '2811': chipper operator '2812': crosscut saw operator '2813': debarker operator '2814': engineered wood board machine operator '2815': sawmill operator '2816': band saw operator '2817': planer thicknesser operator '2818': table saw operator '2819': veneer slicer operator '2820': wood router operator '2821': wood fuel pelletiser '2822': auger press operator '2823': kiln firer '2824': brick and tile caster '2825': clay kiln burner '2826': clay products dry kiln operator '2827': tunnel kiln operator '2828': drawing kiln operator '2829': dry press operator '2830': fibre machine tender '2831': glass annealer '2832': glass forming machine operator '2833': glass polisher '2834': boiler operator '2835': steam plant operator '2836': canning and bottling line operator '2837': cigar brander '2838': cylinder filler '2839': footwear finishing and packing operator '2840': heat sealing machine operator '2841': leather goods packing operator '2842': packaging and filling machine operator '2843': edge bander operator '2844': slitter operator '2845': aircraft assembler '2846': aircraft engine assembler '2847': industrial machinery assembler '2848': mechatronics assembler '2849': motorcycle assembler '2850': motor vehicle assembler '2851': motor vehicle body assembler '2852': motor vehicle engine assembler '2853': motor vehicle parts assembler '2854': rolling stock assembler '2855': vessel engine assembler '2856': dental instrument assembler '2857': electrical equipment assembler '2858': control panel assembler '2859': electrical cable assembler '2860': wire harness assembler '2861': electronic equipment assembler '2862': battery assembler '2863': electromechanical equipment assembler '2864': electronic musical instrument maker '2865': photographic equipment assembler '2866': printed circuit board assembler '2867': semiconductor processor '2868': surface-mount technology machine operator '2869': wave soldering machine operator '2870': ammunition assembler '2871': rubber goods assembler '2872': wood products assembler '2873': bicycle assembler '2874': firework assembler '2875': furniture assembler '2876': jewellery assembler '2877': medical device assembler '2878': metal furniture machine operator '2879': metal products assembler '2880': plastic products assembler '2881': train driver '2882': level crossing signalperson '2883': rail switchperson '2884': shunter '2885': train dispatcher '2886': train preparer '2887': motorcycle delivery person '2888': armoured car driver '2889': car and van delivery driver '2890': hearse driver '2891': parking valet '2892': patient transport services driver '2893': private chauffeur '2894': taxi driver '2895': bus driver '2896': trolley bus driver '2897': tram driver '2898': aircraft fuel system operator '2899': cargo vehicle driver '2900': concrete pump operator '2901': dangerous goods driver '2902': fire service vehicle operator '2903': live animal transporter '2904': moving truck driver '2905': refuse vehicle driver '2906': forestry equipment operator '2907': land-based machinery operator '2908': land-based machinery supervisor '2909': bulldozer operator '2910': surface mine plant operator '2911': dredge operator '2912': excavator operator '2913': grader operator '2914': pile driving hammer operator '2915': road construction worker '2916': road roller operator '2917': scraper operator '2918': snow-clearing worker '2919': automated cable vehicle controller '2920': container crane operator '2921': mobile crane operator '2922': production plant crane operator '2923': tower crane operator '2924': forklift operator '2925': boatswain '2926': decksman '2927': engine minder '2928': fisheries deckhand '2929': matrose '2930': ordinary seaman '2931': sailor '2932': domestic cleaner '2933': aircraft groomer '2934': building cleaner '2935': furniture cleaner '2936': room attendant '2937': toilet attendant '2938': train cleaner '2939': linen room attendant '2940': wearing apparel presser '2941': vehicle cleaner '2942': window cleaner '2943': drapery and carpet cleaner '2944': sewerage cleaner '2945': swimming facility attendant '2946': fruit and vegetable picker '2947': vineyard worker '2948': catcher '2949': equine worker '2950': groom '2951': livestock worker '2952': crop production worker '2953': garden labourer '2954': horticulture worker '2955': forest worker '2956': aquaculture cage mooring worker '2957': aquaculture harvesting worker '2958': on foot aquatic resources collector '2959': water-based aquaculture worker '2960': mining assistant '2961': civil engineering worker '2962': drainage worker '2963': rail layer '2964': road maintenance worker '2965': road marker '2966': road sign installer '2967': waterway construction labourer '2968': building construction worker '2969': clothing finisher '2970': hand packer '2971': factory hand '2972': wood caulker '2973': bicycle courier '2974': carriage driver '2975': airport baggage handler '2976': distribution centre dispatcher '2977': materials handler '2978': mover '2979': rail intermodal equipment operator '2980': stevedore '2981': stevedore superintendent '2982': warehouse worker '2983': warehouse order picker '2984': shelf filler '2985': pizzaiolo '2986': quick service restaurant crew member '2987': kitchen assistant '2988': kitchen porter '2989': leaflet distributor '2990': hawker '2991': refuse collector '2992': recycling worker '2993': sorter labourer '2994': street sweeper '2995': doorman/doorwoman '2996': hotel porter '2997': handyman '2998': meter reader '2999': vending machine operator '3000': advertising installer '3001': amusement and recreation attendant '3002': attraction operator '3003': cloak room attendant '3004': laundromat attendant '3005': locker room attendant '3006': usher '3007': None - name: ESCO_DESCRIPTION dtype: string - name: LANGUAGE dtype: string splits: - name: train num_examples: 2413 - name: test num_examples: 604 configs: - config_name: esco_en data_files: - split: train path: data/en/train.parquet - split: test path: data/en/test.parquet default: true train-eval-index: - config: esco_en task: text-classification task_id: multi_class_classification splits: train_split: train eval_split: test col_mapping: ISCO_CODE_1: target label: target metrics: - type: accuracy name: Accuracy - type: f1 name: F1 macro args: average: macro - type: f1 name: F1 micro args: average: micro - type: f1 name: F1 weighted args: average: weighted - type: precision name: Precision macro args: average: macro - type: precision name: Precision micro args: average: micro - type: precision name: Precision weighted args: average: weighted - type: recall name: Recall macro args: average: macro - type: recall name: Recall micro args: average: micro - type: recall name: Recall weighted args: average: weighted - type: danieldux/isco_hierarchical_accuracy name: ISCO Hierarchical Accuracy ---