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Some of the metadata fields have been edited."}},"study_desc":{"title_statement":{"idno":"ZAF_2026_QLFS-Q1_v01_M","title":"Quarterly Labour Force Survey 2026","sub_title":"Quarter 1","alternate_title":"QLFS-Q1 2026"},"authoring_entity":[{"name":"Statistics South Africa","affiliation":"Government of South Africa"}],"production_statement":{"prod_date":"2026-05"},"distribution_statement":{"distributors":[{"name":"DataFirst","affiliation":"University of Cape Town","uri":"https://www.datafirst.uct.ac.za/"}],"contact":[{"name":"DataFirst Helpdesk","affiliation":"University of Cape Town","email":"support.data1st.org ","uri":"https://support.data1st.org/"}]},"series_statement":{"series_name":"Labour Force Survey"},"version_statement":{"version":"Version 01: Edited, anonymised dataset for public distribution.","version_date":"2026-05","version_notes":"DataFirst retrieved this version from StatsSA on 18th May, 2026"},"bib_citation":"Statistics South Africa. Quarterly Labour Force Survey 2026: Quarter 1 [dataset]. Version 1. Pretoria: Statistics South Africa [producer], 2026. Cape Town: DataFirst [distributor], 2026. DOI:  https://doi.org/10.25828/twqp-bh07","study_authorization":{"date":"1999;2024","agency":[{"name":"Statistics South Africa","abbr":"StatsSA","affiliation":"Government of South Africa"}],"authorization_statement":"Data collection by organs of state in South Africa is authorised by the Statistics Act, 1999, and the Statistics Amendment Act, 2024"},"study_info":{"abstract":"The Quarterly Labour Force Survey (QLFS) is a household-based sample survey conducted by Statistics South Africa (Stats SA). 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classified"},{"value":"1290","labl":"Corporate managers not elsewhere classified"},{"value":"1311","labl":"General managers in agriculture, hunting, forestry and fishing"},{"value":"1312","labl":"General managers in manufacturing"},{"value":"1313","labl":"General managers in construction"},{"value":"1314","labl":"General managers in wholesale and retail trade"},{"value":"1315","labl":"General managers of hotels, restaurants and other catering or accommodation services"},{"value":"1316","labl":"General managers in transport, storage and communication"},{"value":"1317","labl":"General managers of business services"},{"value":"1318","labl":"General managers in personal care, cleaning and related services"},{"value":"1390","labl":"General managers not elsewhere classified"},{"value":"2111","labl":"Physicists and astronomers"},{"value":"2112","labl":"Meteorologists"},{"value":"2113","labl":"Chemists"},{"value":"2114","labl":"Geologists and geophysicists"},{"value":"2121","labl":"Mathematicians and related professionals, Analysts and methodology research"},{"value":"2122","labl":"Statisticians"},{"value":"2131","labl":"Computer systems designers and analysts"},{"value":"2132","labl":"Computer programmers"},{"value":"2139","labl":"Computing professionals not elsewhere classified"},{"value":"2141","labl":"Architects, town and traffic planners"},{"value":"2142","labl":"Civil engineers"},{"value":"2143","labl":"Electrical engineers"},{"value":"2144","labl":"Electronics and telecommunications engineers"},{"value":"2145","labl":"Mechanical engineers"},{"value":"2146","labl":"Chemical engineers"},{"value":"2147","labl":"Mining engineers, Metallurgists and related professionals"},{"value":"2148","labl":"Land surveyors, Cartographers and other surveyors"},{"value":"2149","labl":"Architects, engineers and related professionals not elsewhere classified, Industrial/production engineers, Quantity surveyors, Architects, engineers and related professionals not elsewhere classified"},{"value":"2159","labl":"Physical sciences technologists"},{"value":"2190","labl":"Physical, mathematical and engineering science professionals not elsewhere classified"},{"value":"2210","labl":"Scientist"},{"value":"2211","labl":"Biologists, botanists, zoologists and related professionals"},{"value":"2212","labl":"Biological sciences, Chemical sciences, Medical sciences, Physical sciences and Veterinary sciences"},{"value":"2213","labl":"Agronomists, food scientists and related professionals, Agriculture, forestry and food scientists, Natural sciences technologists"},{"value":"2221","labl":"Medical practitioners, physicians, Medical specialists and Medical occupations not elsewhere classified"},{"value":"2222","labl":"Dentists (general), Dental specialists and Other dental occupations"},{"value":"2223","labl":"Veterinarians"},{"value":"2224","labl":"Pharmacists"},{"value":"2230","labl":"Nursing and midwifery professionals, Nursing services managers and Professional nurses"},{"value":"2310","labl":"Technikon, teacher training, technical and other colleges, university and other higher education institutions teaching professionals and Other post-secondary education teaching professionals"},{"value":"2320","labl":"Secondary education teaching professionals"},{"value":"2331","labl":"Primary education teaching professionals"},{"value":"2332","labl":"Pre-primary education teaching professionals"},{"value":"2340","labl":"Special education teaching professionals"},{"value":"2351","labl":"Education methods specialists"},{"value":"2352","labl":"School inspectors"},{"value":"2411","labl":"Accountants and related accounting occupations, Accounting occupations not elsewhere classified, Auditors and related occupations and Articled clerks with accountant/auditor"},{"value":"2412","labl":"Personnel and careers professionals, Consultants: management/personnel"},{"value":"2419","labl":"Business professionals not elsewhere classified, Consultants"},{"value":"2421","labl":"Advocates, attorneys and related occupations, Lawyers/attorneys and related occupations, Advocates/barristers, Prosecutors and Articled clerks"},{"value":"2422","labl":"Judges and magistrates, Judges , and Magistrates"},{"value":"2429","labl":"Legal professionals not elsewhere classified"},{"value":"2431","labl":"Archivists and curators"},{"value":"2432","labl":"Librarians and related information professionals"},{"value":"2441","labl":"Economists"},{"value":"2442","labl":"Sociologists, anthropologists and related professionals"},{"value":"2443","labl":"Philosophers, historians and political scientists"},{"value":"2444","labl":"Philologists, translators and interpreters"},{"value":"2445","labl":"Psychologists, Psychometricians and Psycho-technicians"},{"value":"2446","labl":"Social work professionals"},{"value":"2451","labl":"Authors, journalists and other writers, Editors, Reporters, journalists, Writers, poets, playwrights and Other writers, commentators, proofreaders"},{"value":"2452","labl":"Sculptors, painters and related artists"},{"value":"2453","labl":"Composers, musicians and singers"},{"value":"2454","labl":"Choreographers and dancers"},{"value":"2455","labl":"Film, stage and related actors and directors"},{"value":"2460","labl":"Religious professionals"},{"value":"2490","labl":"Other professionals not elsewhere classified"},{"value":"3111","labl":"Natural science technicians"},{"value":"3112","labl":"Civil engineering technicians, Technicians, engineering, civil, Assistants, technical and civil engineering"},{"value":"3113","labl":"Electrical engineering technicians, Technicians, engineering, electrical, Assistants, technical, electrical engineering"},{"value":"3114","labl":"Electronics and telecommunications engineering technicians, Assistants, technical and electronic engineering"},{"value":"3115","labl":"Mechanical engineering technicians, Technicians, engineering, mechanical, Assistants, technical and mechanical engineering"},{"value":"3116","labl":"Chemical engineering technicians"},{"value":"3117","labl":"Mining and metallurgical technicians"},{"value":"3118","labl":"Draughtspersons"},{"value":"3119","labl":"Physical and engineering science technicians not elsewhere classified, Technicians, physical and engeneering science, Assistants, technical, engineering, not elsewhere classified"},{"value":"3121","labl":"Computer assistants"},{"value":"3123","labl":"Industrial robot controllers"},{"value":"3131","labl":"Photographers and image recording equipment operators, Sound recording equipment operators"},{"value":"3132","labl":"Broadcasting and telecommunications equipment operators"},{"value":"3133","labl":"Medical equipment operators"},{"value":"3141","labl":"Ships\u0092 engineers"},{"value":"3142","labl":"Ships\u0092 deck officers and pilots"},{"value":"3143","labl":"Aircraft pilots and related associate professionals, Air transport supervisors, Aircraft pilots, Navigators and Flight engineers"},{"value":"3144","labl":"Air traffic controllers"},{"value":"3145","labl":"Air traffic safety technicians"},{"value":"3151","labl":"Building and fire inspectors"},{"value":"3152","labl":"Safety, health and quality inspectors, Inspectors, safety and health"},{"value":"3211","labl":"Life science technicians, Biological science and Medical science"},{"value":"3212","labl":"Agronomy and forestry technicians, Technicians, agronomy and forestry, Assistants, technical and agriculture"},{"value":"3213","labl":"Farming and forestry advisers/consultants"},{"value":"3220","labl":"Optometrist\u0092 assistants"},{"value":"3221","labl":"Medical assistants"},{"value":"3222","labl":"Sanitarians"},{"value":"3223","labl":"Dieticians and nutritionists"},{"value":"3224","labl":"Optometrists and opticians"},{"value":"3225","labl":"Dental assistants"},{"value":"3226","labl":"Physiotherapists and related associate professionals, Physiotherapists, Masseurs, Therapists not elsewhere classified, Radiographers, diagnostic and therapeutic, Chiropractors, Podiatrists and Supplementary medical professions not elsewhere cla"},{"value":"3227","labl":"Veterinary assistants"},{"value":"3228","labl":"Pharmaceutical assistants"},{"value":"3229","labl":"Modern health associate professionals (except nursing) not elsewhere classified, Homeopaths, Therapists, speech, Therapists, occupational and Health services professions not elsewhere classified"},{"value":"3231","labl":"Nursing associate professionals, Nurses, senior, student, pupil, Nurses, not elsewhere classified (nursing assistants/aids included under personal care and related workers)"},{"value":"3232","labl":"Midwifery associate professionals"},{"value":"3241","labl":"Traditional medicine practitioners"},{"value":"3242","labl":"Faith healers"},{"value":"3310","labl":"Primary education teaching associate professionals"},{"value":"3320","labl":"Pre-primary education teaching associate professionals"},{"value":"3330","labl":"Special education teaching associate professionals"},{"value":"3340","labl":"Other teaching associate professionals"},{"value":"3391","labl":"Teaching associate professionals not elsewhere classified"},{"value":"3411","labl":"Securities and finance dealers and brokers"},{"value":"3412","labl":"Insurance representatives"},{"value":"3413","labl":"Estate agents"},{"value":"3414","labl":"Travel consultants and organisers"},{"value":"3415","labl":"Technical and commercial sales representatives"},{"value":"3416","labl":"Buyers"},{"value":"3417","labl":"Appraisers, valuers and auctioneers"},{"value":"3419","labl":"Finance and sales associate professionals not elsewhere classified"},{"value":"3421","labl":"Trade brokers"},{"value":"3422","labl":"Clearing and forwarding agents"},{"value":"3423","labl":"Employment agents and labour contractors"},{"value":"3429","labl":"Business services agents and trade brokers not elsewhere classified"},{"value":"3431","labl":"Administrative secretaries and related associate professionals"},{"value":"3432","labl":"Legal and related business associate professionals, Legal business professions and Other business professions"},{"value":"3433","labl":"Bookkeepers"},{"value":"3434","labl":"Statistical, mathematical and related associate professionals"},{"value":"3439","labl":"Administrative associate professionals not elsewhere classified"},{"value":"3441","labl":"Customs and border inspectors"},{"value":"3442","labl":"Government tax and excise officers"},{"value":"3443","labl":"Government social benefits officers"},{"value":"3444","labl":"Government licensing officers"},{"value":"3449","labl":"Customs, tax and related government associate professionals not elsewhere classified"},{"value":"3450","labl":"Police inspectors and detectives"},{"value":"3460","labl":"Social work associate professionals"},{"value":"3461","labl":"Social work researcher"},{"value":"3471","labl":"Decorators and commercial designers, Product, industrial designers, Textile/ clothing/ fashion designers, Interior designers, Graphics designers and Designers not elsewhere classified"},{"value":"3472","labl":"Radio, television and other announcers"},{"value":"3473","labl":"Street, nightclub and related musicians, singers and dancers"},{"value":"3474","labl":"Clowns, magicians, acrobats and related associate professionals"},{"value":"3475","labl":"Athletes, sportspersons and related associate professionals"},{"value":"3479","labl":"Art, entertainment and sport associate professionals not elsewhere classified"},{"value":"3480","labl":"Religious associate professionals"},{"value":"3490","labl":"Other associate professionals not elsewhere classified"},{"value":"4111","labl":"Stenographers and typists"},{"value":"4112","labl":"Word-processor and related operators"},{"value":"4113","labl":"Data entry operators"},{"value":"4114","labl":"Calculating-machine operators"},{"value":"4115","labl":"Secretaries"},{"value":"4121","labl":"Accounting and bookkeeping clerks"},{"value":"4122","labl":"Statistical finance clerks"},{"value":"4131","labl":"Stock clerks"},{"value":"4132","labl":"Production clerks"},{"value":"4133","labl":"Transport clerks"},{"value":"4141","labl":"Library and filing clerks"},{"value":"4142","labl":"Mail carriers and sorting clerks"},{"value":"4143","labl":"Coding, proof-reading and related clerks"},{"value":"4144","labl":"Scribes and related workers"},{"value":"4190","labl":"Other office clerks and clerks not elsewhere classified (except customer services clerks)"},{"value":"4211","labl":"Cashiers and ticket clerks"},{"value":"4212","labl":"Tellers and other counter clerks"},{"value":"4213","labl":"Bookmakers and croupiers"},{"value":"4214","labl":"Pawnbrokers and moneylenders"},{"value":"4215","labl":"Debt-collectors and related workers"},{"value":"4221","labl":"Travel agency and related clerks"},{"value":"4222","labl":"Receptionists and information clerks"},{"value":"4223","labl":"Telephone switchboard operators"},{"value":"4290","labl":"Customer services clerks not elsewhere classified"},{"value":"5111","labl":"Travel attendants and travel stewards"},{"value":"5112","labl":"Transport conductors and transport occupations nec"},{"value":"5113","labl":"Travel guides"},{"value":"5121","labl":"Housekeepers and related workers"},{"value":"5122","labl":"Cooks"},{"value":"5123","labl":"Waiters, waitresses and bartenders"},{"value":"5124","labl":"Tavern and shebeen operators"},{"value":"5131","labl":"Child-care workers"},{"value":"5132","labl":"Institution-based personal care workers, Nursing aids, Ambulance men and first-aid attendants"},{"value":"5133","labl":"Home-based personal care workers"},{"value":"5139","labl":"Personal care and related workers not elsewhere classified"},{"value":"5141","labl":"Hairdressers, barbers, beauticians and related workers, Beauticians and Hairdressers"},{"value":"5142","labl":"Companions and valets"},{"value":"5143","labl":"Undertakers and embalmers"},{"value":"5149","labl":"Other personal services workers not elsewhere classified"},{"value":"5152","labl":"Fortune-tellers, palmists and related workers"},{"value":"5161","labl":"Fire-fighters"},{"value":"5162","labl":"Police officers, traffic officers, Police officers and Traffic officers"},{"value":"5163","labl":"Prison guards"},{"value":"5164","labl":"Armed forces"},{"value":"5169","labl":"Protective services workers not elsewhere classified, Rangers and game wardens"},{"value":"5210","labl":"Fashion and other models"},{"value":"5220","labl":"Shop salespersons and demonstrators, Salespersons, Petrol pump and filling station attendants"},{"value":"5230","labl":"Stall and market salespersons"},{"value":"5231","labl":"Spaza shop owner"},{"value":"6111","labl":"Field crop and vegetable growers (farm owners and skilled farm workers)"},{"value":"6112","labl":"Tree and shrub crop growers (farm owners and skilled farm workers)"},{"value":"6113","labl":"Gardeners, horticultural and nursery growers (farm owners and skilled farm workers)"},{"value":"6114","labl":"Mixed crop growers (farm owners and skilled farm workers)"},{"value":"6121","labl":"Dairy and livestock producers (farm owners and skilled farm workers)"},{"value":"6122","labl":"Poultry producers (farm owners and skilled farm workers)"},{"value":"6123","labl":"Apiarists and sericulturists (farm owners and skilled farm workers)"},{"value":"6129","labl":"Market-oriented animal producers and related workers not elsewhere classified (farm owners and skilled farm workers)"},{"value":"6130","labl":"Market-oriented crop and animal producers (farm owners and skilled farm workers)"},{"value":"6141","labl":"Forestry workers and loggers, Forestry workers and Loggers"},{"value":"6142","labl":"Charcoal burners and related workers"},{"value":"6151","labl":"Aquatic life cultivation workers"},{"value":"6152","labl":"Inland and coastal waters fishery workers"},{"value":"6153","labl":"Deep-sea fishery workers"},{"value":"6154","labl":"Hunters and trappers"},{"value":"6210","labl":"Subsistence agricultural and fishery workers"},{"value":"6211","labl":"Subsistence farmers"},{"value":"7111","labl":"Miners and quarry workers (including apprentices/trainees)"},{"value":"7112","labl":"Shot-firers and blasters (including apprentices/trainees)"},{"value":"7113","labl":"Stone splitters, cutters and carvers (including apprentices/trainees)"},{"value":"7114","labl":"Diamond diver"},{"value":"7121","labl":"Builders, traditional materials"},{"value":"7122","labl":"Bricklayers and stonemasons (including apprentices/trainees)"},{"value":"7123","labl":"Concrete placers, concrete finishers and related workers (including apprentices/trainees)"},{"value":"7124","labl":"Carpenters and joiners (including apprentices/trainees)"},{"value":"7129","labl":"Building frame and related workers not elsewhere classified (including apprentices/trainees)"},{"value":"7131","labl":"Roofers (including apprentices/trainees)"},{"value":"7132","labl":"Floor layers and tile setters (including apprentices/trainees)"},{"value":"7133","labl":"Plasterers (including apprentices/trainees)"},{"value":"7134","labl":"Insulation workers (including apprentices/trainees)"},{"value":"7135","labl":"Glaziers (including apprentices/trainees)"},{"value":"7136","labl":"Plumbers and pipe fitters (including apprentices/trainees)"},{"value":"7137","labl":"Building and related electricians (including apprentices/trainees)"},{"value":"7141","labl":"Painters and related workers (including apprentices/trainees)"},{"value":"7142","labl":"Varnishers and related painters (including apprentices/trainees)"},{"value":"7143","labl":"Building structure cleaners (including apprentices/trainees)"},{"value":"7190","labl":"Extraction and building trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"7211","labl":"Metal moulders and coremakers (including apprentices/trainees)"},{"value":"7212","labl":"Welders and flamecutters (including apprentices/trainees)"},{"value":"7213","labl":"Sheet-metal workers (including apprentices/trainees)"},{"value":"7214","labl":"Structural-metal preparers and erectors (including apprentices/trainees)"},{"value":"7215","labl":"Riggers and cable splicers (including apprentices/trainees)"},{"value":"7216","labl":"Underwater workers (including apprentices/trainees)"},{"value":"7221","labl":"Blacksmiths, hammersmiths and forging-press workers (including apprentices/trainees)"},{"value":"7222","labl":"Tool-makers and related workers (including apprentices/trainees)"},{"value":"7223","labl":"Machine-tool setters and setter-operators (including apprentices/trainees)"},{"value":"7224","labl":"Metal wheel-grinders, polishers and tool sharpeners (including apprentices/trainees)"},{"value":"7231","labl":"Motor vehicle mechanics and fitters (including apprentices/trainees)"},{"value":"7232","labl":"Aircraft engine mechanics and fitters (including apprentices/trainees)"},{"value":"7233","labl":"Agricultural or industrial machinery mechanics and fitters (including apprentices/trainees)"},{"value":"7241","labl":"Electrical mechanics and fitters (including apprentices/trainees)"},{"value":"7242","labl":"Electronics fitters (including apprentices/trainees)"},{"value":"7243","labl":"Electronics mechanics and servicers (including apprentices/trainees)"},{"value":"7244","labl":"Telegraph and telephone installers and servicers (including apprentices/trainees)"},{"value":"7245","labl":"Electrical line installers, repairers and cable jointers (including apprentices/trainees)"},{"value":"7290","labl":"Metal, machinery and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"7311","labl":"Precision-instrument/instrument makers and repairers (including apprentices/trainees)"},{"value":"7312","labl":"Musical instrument makers and tuners (including apprentices/trainees)"},{"value":"7313","labl":"Jewellery and precious-metal workers (including apprentices/trainees)"},{"value":"7321","labl":"Abrasive wheel formers, potters and related workers (including apprentices/trainees)"},{"value":"7322","labl":"Glass-makers, cutters, grinders and finishers (including apprentices/trainees)"},{"value":"7323","labl":"Glass engravers and etchers (including apprentices/trainees)"},{"value":"7324","labl":"Glass, ceramics and related decorative painters (including apprentices/trainees)"},{"value":"7331","labl":"Handicraft workers in wood and related materials (including apprentices/trainees)"},{"value":"7332","labl":"Handicraft workers in textile, leather and related materials (including apprentices/trainees)"},{"value":"7341","labl":"Compositors, typesetters and related workers (including apprentices/trainees)"},{"value":"7343","labl":"Printing engravers and etchers (including apprentices/trainees)"},{"value":"7344","labl":"Photographic and related workers (including apprentices/trainees)"},{"value":"7345","labl":"Bookbinders and related workers (including apprentices/trainees)"},{"value":"7346","labl":"Silk-screen, block and textile printers (including apprentices/trainees)"},{"value":"7411","labl":"Butchers, fishmongers and related food preparers (including apprentices/trainees)"},{"value":"7412","labl":"Millers, bakers, pastry-cooks and confectionery makers (including apprentices/trainees)"},{"value":"7413","labl":"Dairy products makers (including apprentices/trainees)"},{"value":"7414","labl":"Fruit, vegetable and related product preservers (including apprentices/trainees)"},{"value":"7415","labl":"Food and beverage tasters and graders (including apprentices/trainees)"},{"value":"7416","labl":"Tobacco preparers and tobacco products makers (including apprentices/trainees)"},{"value":"7421","labl":"Wood treaters (including apprentices/trainees)"},{"value":"7422","labl":"Cabinetmakers and related workers (including apprentices/trainees)"},{"value":"7423","labl":"Woodworking-machine setters and setter-operators (including apprentices/trainees)"},{"value":"7424","labl":"Basketry weavers, brush makers and related workers (including apprentices/trainees)"},{"value":"7431","labl":"Fibre preparers (including apprentices/trainees)"},{"value":"7432","labl":"Weavers, knitters and related workers (including apprentices/trainees)"},{"value":"7433","labl":"Tailors, dressmakers and hatters (including apprentices/trainees)"},{"value":"7434","labl":"Furriers and related workers (including apprentices/trainees)"},{"value":"7435","labl":"Textile, leather and related material pattern-makers and cutters (including apprentices/trainees)"},{"value":"7436","labl":"Sewers, embroiderers and related workers (excluding apprentices/trainees)"},{"value":"7437","labl":"Upholsterers and related workers (including apprentices/trainees)"},{"value":"7441","labl":"Pelt dressers, tanners and fellmongers (including apprentices/trainees)"},{"value":"7442","labl":"Shoemakers and related workers (including apprentices/trainees)"},{"value":"7490","labl":"Other craft and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"8111","labl":"Mining plant operators"},{"value":"8112","labl":"Mineral ore and stone processing plant operators"},{"value":"8113","labl":"Well drillers and borers and related workers"},{"value":"8121","labl":"Ore and metal furnace operators"},{"value":"8122","labl":"Metal melters and casters and rolling-mill operators"},{"value":"8123","labl":"Metal heat-treating plant operators"},{"value":"8124","labl":"Metal drawers and extruders"},{"value":"8131","labl":"Glass and ceramics kiln and related machine operators"},{"value":"8139","labl":"Glass, ceramics and related plant operators not elsewhere classified"},{"value":"8141","labl":"Wood-processing plant operators"},{"value":"8142","labl":"Paper-pulp plant operators"},{"value":"8143","labl":"Papermaking plant operators"},{"value":"8151","labl":"Crushing, grinding and chemical mixing machinery operators"},{"value":"8152","labl":"Chemical heat-treating plant operators"},{"value":"8153","labl":"Chemical filtering and separating equipment operators"},{"value":"8154","labl":"Chemical still and reactor operators (except petroleum and natural gas)"},{"value":"8155","labl":"Petroleum and natural gas refining plant operators"},{"value":"8159","labl":"Chemical-processing plant operators not elsewhere classified"},{"value":"8161","labl":"Power-production plant operators"},{"value":"8162","labl":"Steam-engine and boiler operators"},{"value":"8163","labl":"Incinerator, water-treatment and related plant operators"},{"value":"8171","labl":"Automated assembly-line operators"},{"value":"8172","labl":"Industrial-robot operators"},{"value":"8211","labl":"Machine-tool operators"},{"value":"8212","labl":"Cement and other mineral products machine operators"},{"value":"8221","labl":"Pharmaceutical and toiletry products machine operators"},{"value":"8222","labl":"Ammunition and explosive products machine operators"},{"value":"8223","labl":"Metal finishing, plating and coating machine operators"},{"value":"8224","labl":"Photographic products machine operators"},{"value":"8229","labl":"Chemical products machine operators not elsewhere classified"},{"value":"8231","labl":"Rubber products machine operators"},{"value":"8232","labl":"Plastic products machine operators"},{"value":"8240","labl":"Wood products machine operators"},{"value":"8251","labl":"Printing machine operators"},{"value":"8252","labl":"Bookbinding machine operators"},{"value":"8253","labl":"Paper products machine operators"},{"value":"8261","labl":"Fibre preparing, spinning and winding machine operators"},{"value":"8262","labl":"Weaving and knitting machine operators"},{"value":"8263","labl":"Sewing-machine operators"},{"value":"8264","labl":"Bleaching, dyeing and cleaning-machine operators"},{"value":"8265","labl":"Fur and leather-preparing machine operators"},{"value":"8266","labl":"Shoemaking and related machine operators"},{"value":"8269","labl":"Textile, fur and leather products machine operators not elsewhere classified"},{"value":"8271","labl":"Meat and fish-processing machine operators"},{"value":"8272","labl":"Dairy products machine operators"},{"value":"8273","labl":"Grain and spice milling machine operators"},{"value":"8274","labl":"Baked goods, cereal and chocolate products machine operators"},{"value":"8275","labl":"Fruit, vegetable and nut-processing machine operators"},{"value":"8276","labl":"Sugar production machine operators"},{"value":"8277","labl":"Tea, coffee, and cocoa-processing machine operators"},{"value":"8278","labl":"Brewers, wine and other beverage machine operators"},{"value":"8279","labl":"Tobacco production machine operators"},{"value":"8281","labl":"Mechanical machinery assemblers"},{"value":"8282","labl":"Electrical equipment assemblers"},{"value":"8283","labl":"Electronic equipment assemblers"},{"value":"8284","labl":"Metal, rubber and plastic products assemblers"},{"value":"8285","labl":"Wood and related products assemblers"},{"value":"8286","labl":"Paperboard; textile and related products assemblers"},{"value":"8290","labl":"Other machine operators and assemblers not elsewhere classified"},{"value":"8311","labl":"Locomotive engine drivers"},{"value":"8312","labl":"Railway brakers, signallers, shunters and related workers"},{"value":"8320","labl":"Taxi drivers, informal"},{"value":"8321","labl":"Motor cycle drivers"},{"value":"8322","labl":"Car, taxi and van drivers"},{"value":"8323","labl":"Bus and tram drivers"},{"value":"8324","labl":"Heavy truck and lorry drivers"},{"value":"8331","labl":"Motorised farm and forestry plant operators"},{"value":"8332","labl":"Earth-moving and related plant operators"},{"value":"8333","labl":"Crane, hoist and related plant operators"},{"value":"8334","labl":"Lifting-truck operators"},{"value":"8340","labl":"Ships\u0092 deck crews and related workers"},{"value":"9111","labl":"Street food vendors and related workers"},{"value":"9112","labl":"Street vendors, non-food products"},{"value":"9113","labl":"Door-to-door and telephone salespersons"},{"value":"9120","labl":"Shoe cleaning and other elementary street services occupations"},{"value":"9131","labl":"Domestic helpers and cleaners"},{"value":"9132","labl":"Helpers and cleaners in offices, hotels and other establishments"},{"value":"9133","labl":"Hand-launderers and pressers"},{"value":"9141","labl":"Building caretakers"},{"value":"9142","labl":"Vehicle, window and related 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