{"doc_desc":{"producers":[{"name":"DataFirst","affiliation":"University of Cape Town","role":"Metadata producer"}],"prod_date":"2026-08-12","version_statement":{"version":"Version 2"}},"study_desc":{"title_statement":{"idno":"zaf-statssa-qlfs-2026-q2-v1","title":"Quarterly Labour Force Survey 2026, Quarter 2","alternate_title":"QLFS 2026-2","identifiers":[{"type":"doi","identifier":" https://doi.org/10.25828/a0p1-2z26"}]},"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":"v1: Edited, anonymised dataset for public distribution","version_date":"2026-08","version_notes":"DataFirst retrieved this version from StatsSA on 12th August, 2026"},"bib_citation":"Statistics South Africa. Quarterly Labour Force Survey 2026: Quarter 2 [dataset]. Version 1. Pretoria: Statistics South Africa [producer], 2026. Cape Town: DataFirst [distributor], 2026. DOI: https://doi.org/10.25828/5px7-4j17","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). It collects data on the labour market activities of individuals aged 15 years or older who live in South Africa.","time_periods":[{"start":"2026-04","end":"2026-06"}],"coll_dates":[{"start":"2026-04","end":"2026-06"}],"nation":[{"name":"South Africa","abbreviation":"zaf"}],"geog_coverage":"The survey has national coverage","geog_unit":"The data is at the provincial and metropolitan level, as well as by geographic type (urban/traditional/farms)","analysis_unit":"Individuals and households","universe":"The QLFS sample covers the non-institutional population, except for workers' hostels. Persons living in private dwelling units within institutions are also included in the enumeration. For example, within a school compound, one would enumerate the schoolmaster's house and the teachers' accommodation, as these are private dwellings. Students living in a dormitory on the school compound would, however, be excluded.","data_kind":"Sample survey data [ssd]","notes":"INDIVIDUALS: labour market activity, labour preferences, labour market history, demographic characteristics, marital status, employment status, education, grants, tax.\n\nFrom 2010 the income data collected by South Africa's Quarterly Labour Force Survey is no longer provided in the QLFS dataset (except for a brief return in QLFS 2010 Q3 which may be an error). Possibly because the data is unreliable at the level of the quarter, Statistics South Africa now provides the income data from the QLFS in an annualised dataset called Labour Market Dynamics in South Africa (LMDSA). The datasets for LMDSA are available from DataFirst's website."},"method":{"data_collection":{"time_method":"Cross-section [cross section]","data_collectors":[{"name":"Statistics South Africa","abbr":"StatsSA","affiliation":"Government of South Africa"}],"sampling_procedure":"The QLFS uses a master sampling frame that is used by several household surveys conducted by Statistics South Africa. This wave of the QLFS is based on the 2013 master frame, which was created based on the 2011 census. There are 3324 PSUs in the master frame and roughly 33 000 dwelling units. The sample for the QLFS is based on a stratified two-stage design with probability proportional to size (PPS) sampling of PSUs in the first stage and sampling of dwelling units (DUs) with systematic sampling in the second stage. For each quarter of the QLFS, a quarter of the sampled dwellings are rotated out of the sample. These dwellings are replaced by new dwellings from the same PSU or the next PSU on the list. For more information see the statistical release.","coll_mode":["Face-to-face computer-assisted interviews [CAPI]"],"coll_situation":"Data was collected using face-to-face interviewing with CAPI questionnaires","weight":"The sample weights were constructed to account for the following: the original selection probabilities (design weights); adjustments for PSUs that were sub-sampled or segmented; excluded population from the sampling frame (EAs with insufficient DUs); non-response; weight trimming; benchmarking to known population estimates from the Demographic Analysis Chief Directorate within Stats SA; and raking to bias-adjusted control estimates from a bias-adjustment procedure to compensate for the non-coverage bias in the sample."}},"data_access":{"dataset_availability":{"access_place":"DataFirst Dataportal","access_place_url":"https://www.datafirst.uct.ac.za/dataportal/index.php/home","original_archive":"Statistics South Africa website"},"dataset_use":{"contact":[{"name":"DataFirst","affiliation":"University of Cape Town","email":"support@data1st.org","uri":"https://support.data1st.org/"}],"cit_req":"Statistics South Africa. Quarterly Labour Force Survey 2026: Quarter 2 [dataset]. Version 1. Pretoria: Statistics South Africa [producer], 2026. Cape Town: DataFirst [distributor], 2026. 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Psychologists, Psychometricians and Psycho-technicians"},{"value":"2446","labl":"2446. Social work professionals"},{"value":"2451","labl":"2451. Authors, journalists and other writers, Editors, Reporters, journalists, Writers, poets, playwrights and Other writers, commentators, proofreaders"},{"value":"2452","labl":"2452. Sculptors, painters and related artists"},{"value":"2453","labl":"2453. Composers, musicians and singers"},{"value":"2454","labl":"2454. Choreographers and dancers"},{"value":"2455","labl":"2455. Film, stage and related actors and directors"},{"value":"2460","labl":"2460. Religious professionals"},{"value":"2490","labl":"2490. Other professionals not elsewhere classified"},{"value":"3111","labl":"3111. Natural science technicians"},{"value":"3112","labl":"3112. Civil engineering technicians, Technicians, engineering, civil, Assistants, technical and civil engineering"},{"value":"3113","labl":"3113. Electrical engineering technicians, Technicians, engineering, electrical, Assistants, technical, electrical engineering"},{"value":"3114","labl":"3114. Electronics and telecommunications engineering technicians, Assistants, technical and electronic engineering"},{"value":"3115","labl":"3115. Mechanical engineering technicians, Technicians, engineering, mechanical, Assistants, technical and mechanical engineering"},{"value":"3116","labl":"3116. Chemical engineering technicians"},{"value":"3117","labl":"3117. Mining and metallurgical technicians"},{"value":"3118","labl":"3118. Draughtspersons"},{"value":"3119","labl":"3119. Physical and engineering science technicians not elsewhere classified, Technicians, physical and engeneering science, Assistants, technical, engineering, not elsewhere classified"},{"value":"3121","labl":"3121. Computer assistants"},{"value":"3123","labl":"3123. Industrial robot controllers"},{"value":"3131","labl":"3131. Photographers and image recording equipment operators, Sound recording equipment operators"},{"value":"3132","labl":"3132. Broadcasting and telecommunications equipment operators"},{"value":"3133","labl":"3133. Medical equipment operators"},{"value":"3141","labl":"3141. Ships\u0092 engineers"},{"value":"3142","labl":"3142. Ships\u0092 deck officers and pilots"},{"value":"3143","labl":"3143. Aircraft pilots and related associate professionals, Air transport supervisors, Aircraft pilots, Navigators and Flight engineers"},{"value":"3144","labl":"3144. Air traffic controllers"},{"value":"3145","labl":"3145. Air traffic safety technicians"},{"value":"3151","labl":"3151. Building and fire inspectors"},{"value":"3152","labl":"3152. Safety, health and quality inspectors, Inspectors, safety and health"},{"value":"3211","labl":"3211. Life science technicians, Biological science and Medical science"},{"value":"3212","labl":"3212. Agronomy and forestry technicians, Technicians, agronomy and forestry, Assistants, technical and agriculture"},{"value":"3213","labl":"3213. Farming and forestry advisers/consultants"},{"value":"3220","labl":"3220. Optometrist\u0092 assistants"},{"value":"3221","labl":"3221. Medical assistants"},{"value":"3222","labl":"3222. Sanitarians"},{"value":"3223","labl":"3223. Dieticians and nutritionists"},{"value":"3224","labl":"3224. Optometrists and opticians"},{"value":"3225","labl":"3225. Dental assistants"},{"value":"3226","labl":"3226. Physiotherapists and related associate professionals"},{"value":"3227","labl":"3227. Veterinary assistants"},{"value":"3228","labl":"3228. Pharmaceutical assistants"},{"value":"3229","labl":"3229. Modern health associate professionals (except nursing) not elsewhere classified, Homeopaths, Therapists, speech, Therapists, occupational and Health services professions not elsewhere classified"},{"value":"3231","labl":"3231. Nursing associate professionals, Nurses, senior, student, pupil, Nurses, not elsewhere classified (nursing assistants/aids included under personal care and related workers)"},{"value":"3241","labl":"3241. Traditional medicine practitioners"},{"value":"3242","labl":"3242. Faith healers"},{"value":"3310","labl":"3310. Primary education teaching associate professionals"},{"value":"3320","labl":"3320. Pre-primary education teaching associate professionals"},{"value":"3330","labl":"3330. Special education teaching associate professionals"},{"value":"3340","labl":"3340. Other teaching associate professionals"},{"value":"3391","labl":"3391. Teaching associate professionals not elsewhere classified"},{"value":"3411","labl":"3411. Securities and finance dealers and brokers"},{"value":"3412","labl":"3412. Insurance representatives"},{"value":"3413","labl":"3413. Estate agents"},{"value":"3414","labl":"3414. Travel consultants and organisers"},{"value":"3415","labl":"3415. Technical and commercial sales representatives"},{"value":"3416","labl":"3416. Buyers"},{"value":"3417","labl":"3417. Appraisers, valuers and auctioneers"},{"value":"3419","labl":"3419. Finance and sales associate professionals not elsewhere classified"},{"value":"3421","labl":"3421. Trade brokers"},{"value":"3422","labl":"3422. Clearing and forwarding agents"},{"value":"3423","labl":"3423. Employment agents and labour contractors"},{"value":"3429","labl":"3429. Business services agents and trade brokers not elsewhere classified"},{"value":"3431","labl":"3431. Administrative secretaries and related associate professionals"},{"value":"3432","labl":"3432. Legal and related business associate professionals, Legal business professions and Other business professions"},{"value":"3433","labl":"3433. Bookkeepers"},{"value":"3434","labl":"3434. Statistical, mathematical and related associate professionals"},{"value":"3439","labl":"3439. Administrative associate professionals not elsewhere classified"},{"value":"3441","labl":"3441. Customs and border inspectors"},{"value":"3442","labl":"3442. Government tax and excise officers"},{"value":"3443","labl":"3443. Government social benefits officers"},{"value":"3444","labl":"3444. Government licensing officers"},{"value":"3449","labl":"3449. Customs, tax and related government associate professionals not elsewhere classified"},{"value":"3450","labl":"3450. Police inspectors and detectives"},{"value":"3460","labl":"3460. Social work associate professionals"},{"value":"3461","labl":"3461. Social work researcher"},{"value":"3471","labl":"3471. Decorators and commercial designers, Product, industrial designers, Textile/ clothing/ fashion designers, Interior designers, Graphics designers and Designers not elsewhere classified"},{"value":"3472","labl":"3472. Radio, television and other announcers"},{"value":"3473","labl":"3473. Street, nightclub and related musicians, singers and dancers"},{"value":"3474","labl":"3474. Clowns, magicians, acrobats and related associate professionals"},{"value":"3475","labl":"3475. Athletes, sportspersons and related associate professionals"},{"value":"3479","labl":"3479. Art, entertainment and sport associate professionals not elsewhere classified"},{"value":"3480","labl":"3480. Religious associate professionals"},{"value":"3490","labl":"3490. Other associate professionals not elsewhere classified"},{"value":"4111","labl":"4111. Stenographers and typists"},{"value":"4112","labl":"4112. Word-processor and related operators"},{"value":"4113","labl":"4113. Data entry operators"},{"value":"4115","labl":"4115. Secretaries"},{"value":"4121","labl":"4121. Accounting and bookkeeping clerks"},{"value":"4122","labl":"4122. Statistical finance clerks"},{"value":"4131","labl":"4131. Stock clerks"},{"value":"4132","labl":"4132. Production clerks"},{"value":"4133","labl":"4133. Transport clerks"},{"value":"4141","labl":"4141. Library and filing clerks"},{"value":"4142","labl":"4142. Mail carriers and sorting clerks"},{"value":"4143","labl":"4143. Coding, proof-reading and related clerks"},{"value":"4144","labl":"4144. Scribes and related workers"},{"value":"4190","labl":"4190. Other office clerks and clerks not elsewhere classified (except customer services clerks)"},{"value":"4211","labl":"4211. Cashiers and ticket clerks"},{"value":"4212","labl":"4212. Tellers and other counter clerks"},{"value":"4213","labl":"4213. Bookmakers and croupiers"},{"value":"4214","labl":"4214. Pawnbrokers and moneylenders"},{"value":"4215","labl":"4215. Debt-collectors and related workers"},{"value":"4221","labl":"4221. Travel agency and related clerks"},{"value":"4222","labl":"4222. Receptionists and information clerks"},{"value":"4223","labl":"4223. Telephone switchboard operators"},{"value":"4290","labl":"4290. Customer services clerks not elsewhere classified"},{"value":"5111","labl":"5111. Travel attendants and travel stewards"},{"value":"5112","labl":"5112. Transport conductors and transport occupations nec"},{"value":"5113","labl":"5113. Travel guides"},{"value":"5121","labl":"5121. Housekeepers and related workers"},{"value":"5122","labl":"5122. Cooks"},{"value":"5123","labl":"5123. Waiters, waitresses and bartenders"},{"value":"5124","labl":"5124. Tavern and shebeen operators"},{"value":"5131","labl":"5131. Child-care workers"},{"value":"5132","labl":"5132. Institution-based personal care workers, Nursing aids, Ambulance men and first-aid attendants"},{"value":"5133","labl":"5133. Home-based personal care workers"},{"value":"5139","labl":"5139. Personal care and related workers not elsewhere classified"},{"value":"5141","labl":"5141. Hairdressers, barbers, beauticians and related workers, Beauticians and Hairdressers"},{"value":"5143","labl":"5143. Undertakers and embalmers"},{"value":"5149","labl":"5149. Other personal services workers not elsewhere classified"},{"value":"5161","labl":"5161. Fire-fighters"},{"value":"5162","labl":"5162. Police officers, traffic officers, Police officers and Traffic officers"},{"value":"5163","labl":"5163. Prison guards"},{"value":"5164","labl":"5164. Armed forces"},{"value":"5169","labl":"5169. Protective services workers not elsewhere classified, Rangers and game wardens"},{"value":"5210","labl":"5210. Fashion and other models"},{"value":"5220","labl":"5220. Shop salespersons and demonstrators, Salespersons, Petrol pump and filling station attendants"},{"value":"5230","labl":"5230. Stall and market salespersons"},{"value":"5231","labl":"5231. Spaza shop owner"},{"value":"6111","labl":"6111. Field crop and vegetable growers (farm owners and skilled farm workers)"},{"value":"6112","labl":"6112. Tree and shrub crop growers (farm owners and skilled farm workers)"},{"value":"6113","labl":"6113. Gardeners, horticultural and nursery growers (farm owners and skilled farm workers)"},{"value":"6114","labl":"6114. Mixed crop growers (farm owners and skilled farm workers)"},{"value":"6121","labl":"6121. Dairy and livestock producers (farm owners and skilled farm workers)"},{"value":"6122","labl":"6122. Poultry producers (farm owners and skilled farm workers)"},{"value":"6123","labl":"6123. Apiarists and sericulturists (farm owners and skilled farm workers)"},{"value":"6129","labl":"6129. Market-oriented animal producers and related workers not elsewhere classified (farm owners and skilled farm workers)"},{"value":"6130","labl":"6130. Market-oriented crop and animal producers (farm owners and skilled farm workers)"},{"value":"6141","labl":"6141. Forestry workers and loggers, Forestry workers and Loggers"},{"value":"6142","labl":"6142. Charcoal burners and related workers"},{"value":"6151","labl":"6151. Aquatic life cultivation workers"},{"value":"6152","labl":"6152. Inland and coastal waters fishery workers"},{"value":"6153","labl":"6153. Deep-sea fishery workers"},{"value":"6154","labl":"6154. Hunters and trappers"},{"value":"6210","labl":"6210. Subsistence agricultural and fishery workers"},{"value":"6211","labl":"6211. Subsistence farmers"},{"value":"7111","labl":"7111. Miners and quarry workers (including apprentices/trainees)"},{"value":"7112","labl":"7112. Shot-firers and blasters (including apprentices/trainees)"},{"value":"7113","labl":"7113. Stone splitters, cutters and carvers (including apprentices/trainees)"},{"value":"7114","labl":"7114. Diamond diver"},{"value":"7121","labl":"7121. Builders, traditional materials"},{"value":"7122","labl":"7122. Bricklayers and stonemasons (including apprentices/trainees)"},{"value":"7123","labl":"7123. Concrete placers, concrete finishers and related workers (including apprentices/trainees)"},{"value":"7124","labl":"7124. Carpenters and joiners (including apprentices/trainees)"},{"value":"7129","labl":"7129. Building frame and related workers not elsewhere classified (including apprentices/trainees)"},{"value":"7131","labl":"7131. Roofers (including apprentices/trainees)"},{"value":"7132","labl":"7132. Floor layers and tile setters (including apprentices/trainees)"},{"value":"7133","labl":"7133. Plasterers (including apprentices/trainees)"},{"value":"7134","labl":"7134. Insulation workers (including apprentices/trainees)"},{"value":"7135","labl":"7135. Glaziers (including apprentices/trainees)"},{"value":"7136","labl":"7136. Plumbers and pipe fitters (including apprentices/trainees)"},{"value":"7137","labl":"7137. Building and related electricians (including apprentices/trainees)"},{"value":"7141","labl":"7141. Painters and related workers (including apprentices/trainees)"},{"value":"7142","labl":"7142. Varnishers and related painters (including apprentices/trainees)"},{"value":"7143","labl":"7143. Building structure cleaners (including apprentices/trainees)"},{"value":"7211","labl":"7211. Metal moulders and coremakers (including apprentices/trainees)"},{"value":"7212","labl":"7212. Welders and flamecutters (including apprentices/trainees)"},{"value":"7213","labl":"7213. Sheet-metal workers (including apprentices/trainees)"},{"value":"7214","labl":"7214. Structural-metal preparers and erectors (including apprentices/trainees)"},{"value":"7215","labl":"7215. Riggers and cable splicers (including apprentices/trainees)"},{"value":"7216","labl":"7216. Underwater workers (including apprentices/trainees)"},{"value":"7221","labl":"7221. Blacksmiths, hammersmiths and forging-press workers (including apprentices/trainees)"},{"value":"7222","labl":"7222. Tool-makers and related workers (including apprentices/trainees)"},{"value":"7223","labl":"7223. Machine-tool setters and setter-operators (including apprentices/trainees)"},{"value":"7224","labl":"7224. Metal wheel-grinders, polishers and tool sharpeners (including apprentices/trainees)"},{"value":"7231","labl":"7231. Motor vehicle mechanics and fitters (including apprentices/trainees)"},{"value":"7232","labl":"7232. Aircraft engine mechanics and fitters (including apprentices/trainees)"},{"value":"7233","labl":"7233. Agricultural or industrial machinery mechanics and fitters (including apprentices/trainees)"},{"value":"7241","labl":"7241. Electrical mechanics and fitters (including apprentices/trainees)"},{"value":"7242","labl":"7242. Electronics fitters (including apprentices/trainees)"},{"value":"7243","labl":"7243. Electronics mechanics and servicers (including apprentices/trainees)"},{"value":"7244","labl":"7244. Telegraph and telephone installers and servicers (including apprentices/trainees)"},{"value":"7245","labl":"7245. Electrical line installers, repairers and cable jointers (including apprentices/trainees)"},{"value":"7290","labl":"7290. Metal, machinery and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"7311","labl":"7311. Precision-instrument/instrument makers and repairers (including apprentices/trainees)"},{"value":"7312","labl":"7312. Musical instrument makers and tuners (including apprentices/trainees)"},{"value":"7313","labl":"7313. Jewellery and precious-metal workers (including apprentices/trainees)"},{"value":"7321","labl":"7321. Abrasive wheel formers, potters and related workers (including apprentices/trainees)"},{"value":"7322","labl":"7322. Glass-makers, cutters, grinders and finishers (including apprentices/trainees)"},{"value":"7324","labl":"7324. Glass, ceramics and related decorative painters (including apprentices/trainees)\",\" ceramics and related decorative painters (including apprentices/trainees)"},{"value":"7331","labl":"7331. Handicraft workers in wood and related materials (including apprentices/trainees)"},{"value":"7332","labl":"7332. Handicraft workers in textile, leather and related materials (including apprentices/trainees)"},{"value":"7341","labl":"7341. Compositors, typesetters and related workers (including apprentices/trainees)"},{"value":"7343","labl":"7343. Printing engravers and etchers (including apprentices/trainees)"},{"value":"7344","labl":"7344. Photographic and related workers (including apprentices/trainees)"},{"value":"7345","labl":"7345. Bookbinders and related workers (including apprentices/trainees)"},{"value":"7346","labl":"7346. Silk-screen, block and textile printers (including apprentices/trainees)"},{"value":"7411","labl":"7411. Butchers, fishmongers and related food preparers (including apprentices/trainees)"},{"value":"7412","labl":"7412. Millers, bakers, pastry-cooks and confectionery makers (including apprentices/trainees)"},{"value":"7413","labl":"7413. Dairy products makers (including apprentices/trainees)"},{"value":"7414","labl":"7414. Fruit, vegetable and related product preservers (including apprentices/trainees)"},{"value":"7415","labl":"7415. Food and beverage tasters and graders (including apprentices/trainees)"},{"value":"7416","labl":"7416. Tobacco preparers and tobacco products makers (including apprentices/trainees)"},{"value":"7421","labl":"7421. Wood treaters (including apprentices/trainees)"},{"value":"7422","labl":"7422. Cabinetmakers and related workers (including apprentices/trainees)"},{"value":"7423","labl":"7423. Woodworking-machine setters and setter-operators (including apprentices/trainees)"},{"value":"7424","labl":"7424. Basketry weavers, brush makers and related workers (including apprentices/trainees)"},{"value":"7431","labl":"7431. Fibre preparers (including apprentices/trainees)"},{"value":"7432","labl":"7432. Weavers, knitters and related workers (including apprentices/trainees)"},{"value":"7433","labl":"7433. Tailors, dressmakers and hatters (including apprentices/trainees)"},{"value":"7434","labl":"7434. Furriers and related workers (including apprentices/trainees)"},{"value":"7435","labl":"7435. Textile, leather and related material pattern-makers and cutters (including apprentices/trainees)"},{"value":"7436","labl":"7436. Sewers, embroiderers and related workers (excluding apprentices/trainees)"},{"value":"7437","labl":"7437. Upholsterers and related workers (including apprentices/trainees)"},{"value":"7441","labl":"7441. Pelt dressers, tanners and fellmongers (including apprentices/trainees)"},{"value":"7442","labl":"7442. Shoemakers and related workers (including apprentices/trainees)"},{"value":"7490","labl":"7490. Other craft and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"8111","labl":"8111. Mining plant operators"},{"value":"8112","labl":"8112. Mineral ore and stone processing plant operators"},{"value":"8113","labl":"8113. Well drillers and borers and related workers"},{"value":"8121","labl":"8121. Ore and metal furnace operators"},{"value":"8122","labl":"8122. Metal melters and casters and rolling-mill operators"},{"value":"8123","labl":"8123. Metal heat-treating plant operators"},{"value":"8124","labl":"8124. Metal drawers and extruders"},{"value":"8131","labl":"8131. Glass and ceramics kiln and related machine operators"},{"value":"8139","labl":"8139. Glass, ceramics and related plant operators not elsewhere classified"},{"value":"8141","labl":"8141. Wood-processing plant operators"},{"value":"8142","labl":"8142. Paper-pulp plant operators"},{"value":"8143","labl":"8143. Papermaking plant operators"},{"value":"8151","labl":"8151. Crushing, grinding and chemical mixing machinery operators"},{"value":"8152","labl":"8152. Chemical heat-treating plant operators"},{"value":"8153","labl":"8153. Chemical filtering and separating equipment operators"},{"value":"8154","labl":"8154. Chemical still and reactor operators (except petroleum and natural gas)"},{"value":"8155","labl":"8155. Petroleum and natural gas refining plant operators"},{"value":"8159","labl":"8159. Chemical-processing plant operators not elsewhere classified"},{"value":"8161","labl":"8161. Power-production plant operators"},{"value":"8162","labl":"8162. Steam-engine and boiler operators"},{"value":"8163","labl":"8163. Incinerator, water-treatment and related plant operators"},{"value":"8171","labl":"8171. Automated assembly-line operators"},{"value":"8172","labl":"8172. Industrial-robot operators"},{"value":"8211","labl":"8211. Machine-tool operators"},{"value":"8212","labl":"8212. Cement and other mineral products machine operators"},{"value":"8221","labl":"8221. Pharmaceutical and toiletry products machine operators"},{"value":"8222","labl":"8222. Ammunition and explosive products machine operators"},{"value":"8223","labl":"8223. Metal finishing, plating and coating machine operators"},{"value":"8224","labl":"8224. Photographic products machine operators"},{"value":"8229","labl":"8229. Chemical products machine operators not elsewhere classified"},{"value":"8231","labl":"8231. Rubber products machine operators"},{"value":"8232","labl":"8232. Plastic products machine operators"},{"value":"8240","labl":"8240. Wood products machine operators"},{"value":"8251","labl":"8251. Printing machine operators"},{"value":"8252","labl":"8252. Bookbinding machine operators"},{"value":"8253","labl":"8253. Paper products machine operators"},{"value":"8261","labl":"8261. Fibre preparing, spinning and winding machine operators"},{"value":"8262","labl":"8262. Weaving and knitting machine operators"},{"value":"8263","labl":"8263. Sewing-machine operators"},{"value":"8264","labl":"8264. Bleaching, dyeing and cleaning-machine operators"},{"value":"8265","labl":"8265. Fur and leather-preparing machine operators"},{"value":"8266","labl":"8266. Shoemaking and related machine operators"},{"value":"8269","labl":"8269. Textile, fur and leather products machine operators not elsewhere classified"},{"value":"8271","labl":"8271. Meat and fish-processing machine operators"},{"value":"8272","labl":"8272. Dairy products machine operators"},{"value":"8273","labl":"8273. Grain and spice milling machine operators"},{"value":"8274","labl":"8274. Baked goods, cereal and chocolate products machine operators"},{"value":"8275","labl":"8275. Fruit, vegetable and nut-processing machine operators"},{"value":"8276","labl":"8276. Sugar production machine operators"},{"value":"8277","labl":"8277. Tea, coffee, and cocoa-processing machine operators"},{"value":"8278","labl":"8278. Brewers, wine and other beverage machine operators"},{"value":"8279","labl":"8279. Tobacco production machine operators"},{"value":"8281","labl":"8281. Mechanical machinery assemblers"},{"value":"8282","labl":"8282. Electrical equipment assemblers"},{"value":"8283","labl":"8283. Electronic equipment assemblers"},{"value":"8284","labl":"8284. Metal, rubber and plastic products assemblers"},{"value":"8285","labl":"8285. Wood and related products assemblers"},{"value":"8286","labl":"8286. Paperboard, textile and related products assemblers"},{"value":"8290","labl":"8290. Other machine operators and assemblers not elsewhere classified"},{"value":"8311","labl":"8311. Locomotive engine drivers"},{"value":"8312","labl":"8312. Railway brakers, signallers, shunters and related workers"},{"value":"8320","labl":"8320. Taxi drivers, informal"},{"value":"8321","labl":"8321. Motor cycle drivers"},{"value":"8322","labl":"8322. Car, taxi and van drivers"},{"value":"8323","labl":"8323. Bus and tram drivers"},{"value":"8324","labl":"8324. Heavy truck and lorry drivers"},{"value":"8331","labl":"8331. Motorised farm and forestry plant operators"},{"value":"8332","labl":"8332. Earth-moving and related plant operators"},{"value":"8333","labl":"8333. Crane, hoist and related plant operators"},{"value":"8334","labl":"8334. Lifting-truck operators"},{"value":"8340","labl":"8340. Ships\u0092 deck crews and related workers"},{"value":"9111","labl":"9111. Street food vendors and related workers"},{"value":"9112","labl":"9112. Street vendors, non-food products"},{"value":"9113","labl":"9113. Door-to-door and telephone salespersons"},{"value":"9120","labl":"9120. Shoe cleaning and other elementary street services occupations"},{"value":"9131","labl":"9131. Domestic helpers and cleaners"},{"value":"9132","labl":"9132. Helpers and cleaners in offices, hotels and other establishments"},{"value":"9133","labl":"9133. Hand-launderers and pressers"},{"value":"9141","labl":"9141. Building caretakers"},{"value":"9142","labl":"9142. Vehicle, window and related cleaners"},{"value":"9151","labl":"9151. Messengers, package and luggage porters and deliverers"},{"value":"9152","labl":"9152. Doorkeepers, watchpersons and related workers"},{"value":"9153","labl":"9153. Vending-machine money collectors, meter readers and related workers"},{"value":"9161","labl":"9161. Garbage collectors"},{"value":"9162","labl":"9162. Sweepers and related labourers"},{"value":"9190","labl":"9190. Elementary sales and services occupations not elsewhere classified"},{"value":"9211","labl":"9211. Farmhands and labourers"},{"value":"9212","labl":"9212. Forestry labourers"},{"value":"9213","labl":"9213. Fishery, hunting and trapping labourers"},{"value":"9311","labl":"9311. Mining and quarrying labourers"},{"value":"9312","labl":"9312. Construction and maintenance labourers: roads, dams and similar constructions"},{"value":"9313","labl":"9313. Building construction labourers"},{"value":"9321","labl":"9321. Assembling labourers"},{"value":"9322","labl":"9322. Hand-packers and other manufacturing labourers"},{"value":"9331","labl":"9331. Hand or pedal vehicle drivers"},{"value":"9332","labl":"9332. Drivers of animal-drawn vehicles and machinery"},{"value":"9333","labl":"9333. Freight handlers"},{"value":"9999","labl":"9999. Unspecified"}],"var_format":{"type":"numeric"},"fid":"F1","qstn":"","catgry":"1110. Legislators 1120. Senior government officers 1130. Traditional chiefs and heads of villages 1141. political party organisations 1143. humanitarian other special-interest 1210. Directors chief executives 1211. Rectors/principals universities/colleges 1221. Production operations managers/department managers in agriculture, hunting, forestry, fishing mining 1222. manufacturing 1223. building construction 1224. wholesale retail trade 1225. hotels, restaurants catering accommodation services 1226. transport, storage communications 1227. business 1228. personal care, cleaning related 1229. not elsewhere classified 1231. Finance administration 1232. Personnel industrial relations 1233. Sales marketing 1234. Advertising public 1235. Supply distribution 1236. Computing 1237. Research development 1239. Other 1290. Corporate 1311. General forestry 1312. 1313. 1314. 1315. or 1316. communication 1317. 1318. 1390. 2111. Physicists astronomers 2112. Meteorologists 2113. Chemists 2114. Geologists geophysicists 2121. Mathematicians professionals, Analysts methodology research 2131. Computer systems designers analysts 2132. programmers 2139. professionals 2141. Architects, town traffic planners 2142. Civil engineers 2143. Electrical 2144. Electronics telecommunications 2145. Mechanical 2146. Chemical 2147. Mining engineers, Metallurgists 2148. Land surveyors, Cartographers surveyors 2149. classified, Industrial/production Quantity 2159. Physical sciences technologists 2210. Scientist 2211. Biologists, botanists, zoologists 2212. Biological sciences, Medical Veterinary 2213. Agronomists, food scientists Agriculture, scientists, Natural 2221. practitioners, physicians 2222. Dentists (general), Dental specialists dental occupations 2223. Veterinarians 2224. Pharmacists 2230. Nursing midwifery Professional nurses 2310. Technikon, teacher training, technical colleges, university higher education institutions teaching post-secondary 2320. Secondary 2331. Primary 2332. Pre-primary 2340. Special 2351. Education methods 2352. School inspectors 2411. Accountants accounting occupations, Accounting Auditors Articled clerks with accountant/auditor 2412. careers Consultants: management/personnel 2419. Business Consultants 2421. Advocates, attorneys Lawyers/attorneys Advocates/barristers, Prosecutors 2422. Judges magistrates, , Magistrates 2429. Legal 2431. Archivists curators 2432. Librarians information 2441. Economists 2442. Sociologists, anthropologists 2443. Philosophers, historians 2444. Philologists, translators interpreters 2445. Psychologists, Psychometricians Psycho-technicians 2446. Social work 2451. Authors, journalists writers, Editors, Reporters, journalists, Writers, poets, playwrights commentators, proofreaders 2452. Sculptors, painters artists 2453. Composers, musicians singers 2454. Choreographers dancers 2455. Film, stage actors directors 2460. Religious 2490. 3111. science technicians 3112. engineering technicians, Technicians, engineering, civil, Assistants, civil 3113. electrical, technical, electrical 3114. electronic 3115. mechanical, mechanical 3116. 3117. metallurgical 3118. Draughtspersons 3119. physical engeneering science, 3121. assistants 3123. Industrial robot controllers 3131. Photographers image recording equipment operators, Sound operators 3132. Broadcasting 3133. 3141. Ships\u0092 3142. deck pilots 3143. Aircraft associate Air transport supervisors, pilots, Navigators Flight 3144. 3145. safety 3151. Building fire 3152. Safety, health quality inspectors, Inspectors, 3211. Life 3212. Agronomy agronomy agriculture 3213. Farming advisers/consultants 3220. Optometrist\u0092 3221. 3222. Sanitarians 3223. Dieticians nutritionists 3224. Optometrists opticians 3225. 3226. Physiotherapists 3227. 3228. Pharmaceutical 3229. Modern (except nursing) Homeopaths, Therapists, speech, occupational Health professions 3231. Nurses, senior, student, pupil, (nursing assistants/aids included under care workers) 3241. medicine practitioners 3242. Faith healers 3310. 3320. 3330. 3340. 3391. Teaching 3411. Securities finance dealers brokers 3412. Insurance representatives 3413. Estate agents 3414. Travel consultants organisers 3415. Technical commercial sales 3416. Buyers 3417. Appraisers, valuers auctioneers 3419. 3421. Trade 3422. Clearing forwarding 3423. Employment labour contractors 3429. 3431. Administrative secretaries 3432. 3433. Bookkeepers 3434. Statistical, mathematical 3439. 3441. Customs border 3442. Government tax excise 3443. social benefits 3444. licensing 3449. Customs, 3450. Police detectives 3460. 3461. researcher 3471. Decorators designers, Product, Textile/ clothing/ fashion Interior Graphics Designers 3472. Radio, television announcers 3473. Street, nightclub musicians, 3474. Clowns, magicians, acrobats 3475. Athletes, sportspersons 3479. Art, entertainment sport 3480. 3490. 4111. Stenographers typists 4112. Word-processor 4113. Data entry 4115. Secretaries 4121. bookkeeping 4122. Statistical 4131. Stock 4132. 4133. Transport 4141. Library filing 4142. Mail carriers sorting 4143. Coding, proof-reading 4144. Scribes workers 4190. office customer clerks) 4211. Cashiers ticket 4212. Tellers counter 4213. Bookmakers croupiers 4214. Pawnbrokers moneylenders 4215. Debt-collectors 4221. agency 4222. Receptionists 4223. Telephone switchboard 4290. Customer 5111. attendants travel stewards 5112. conductors nec 5113. guides 5121. Housekeepers 5122. Cooks 5123. Waiters, waitresses bartenders 5124. Tavern shebeen 5131. Child-care 5132. Institution-based workers, aids, Ambulance men first-aid 5133. Home-based 5139. Personal 5141. Hairdressers, barbers, beauticians Beauticians Hairdressers 5143. Undertakers embalmers 5149. 5161. Fire-fighters 5162. officers, Traffic 5163. Prison guards 5164. Armed forces 5169. Protective Rangers game wardens 5210. Fashion models 5220. Shop salespersons demonstrators, Salespersons, Petrol pump filling station 5230. Stall market 5231. Spaza shop owner 6111. Field crop vegetable growers (farm owners skilled farm 6112. Tree shrub 6113. Gardeners, horticultural nursery 6114. Mixed 6121. Dairy livestock producers 6122. Poultry 6123. Apiarists sericulturists 6129. Market-oriented animal 6130. 6141. Forestry loggers, Loggers 6142. Charcoal burners 6151. Aquatic life cultivation 6152. Inland coastal waters fishery 6153. Deep-sea 6154. Hunters trappers 6210. Subsistence agricultural 6211. farmers 7111. Miners quarry (including apprentices/trainees) 7112. Shot-firers blasters 7113. Stone splitters, cutters carvers 7114. Diamond diver 7121. Builders, traditional materials 7122. Bricklayers stonemasons 7123. Concrete placers, concrete finishers 7124. Carpenters joiners 7129. frame 7131. Roofers 7132. Floor layers tile setters 7133. Plasterers 7134. Insulation 7135. Glaziers 7136. Plumbers pipe fitters 7137. electricians 7141. Painters 7142. Varnishers 7143. structure cleaners 7211. Metal moulders coremakers 7212. Welders flamecutters 7213. Sheet-metal 7214. Structural-metal preparers erectors 7215. Riggers cable splicers 7216. Underwater 7221. Blacksmiths, hammersmiths forging-press 7222. Tool-makers 7223. Machine-tool setter-operators 7224. wheel-grinders, polishers tool sharpeners 7231. Motor vehicle mechanics 7232. engine 7233. Agricultural machinery 7241. 7242. 7243. servicers 7244. Telegraph telephone installers 7245. line installers, repairers jointers 7290. Metal, trades 7311. Precision-instrument/instrument makers 7312. Musical instrument tuners 7313. Jewellery precious-metal 7321. Abrasive wheel formers, potters 7322. Glass-makers, cutters, grinders 7324. Glass, ceramics decorative apprentices/trainees)\",\" 7331. Handicraft wood 7332. textile, leather 7341. Compositors, typesetters 7343. Printing engravers etchers 7344. Photographic 7345. Bookbinders 7346. Silk-screen, block textile printers 7411. Butchers, fishmongers 7412. Millers, bakers, pastry-cooks confectionery 7413. products 7414. Fruit, product preservers 7415. Food beverage tasters graders 7416. Tobacco tobacco 7421. Wood treaters 7422. Cabinetmakers 7423. Woodworking-machine 7424. Basketry weavers, brush 7431. Fibre 7432. Weavers, knitters 7433. Tailors, dressmakers hatters 7434. Furriers 7435. Textile, material pattern-makers 7436. Sewers, embroiderers (excluding 7437. Upholsterers 7441. Pelt dressers, tanners fellmongers 7442. Shoemakers 7490. craft 8111. plant 8112. Mineral ore stone processing 8113. Well drillers borers 8121. Ore metal furnace 8122. melters casters rolling-mill 8123. heat-treating 8124. drawers extruders 8131. Glass kiln machine 8139. 8141. Wood-processing 8142. Paper-pulp 8143. Papermaking 8151. Crushing, grinding chemical mixing 8152. 8153. filtering separating 8154. still reactor petroleum natural gas) 8155. Petroleum gas refining 8159. Chemical-processing 8161. Power-production 8162. Steam-engine boiler 8163. Incinerator, water-treatment 8171. Automated assembly-line 8172. Industrial-robot 8211. 8212. Cement mineral 8221. toiletry 8222. Ammunition explosive 8223. finishing, plating coating 8224. 8229. 8231. Rubber 8232. Plastic 8240. 8251. 8252. Bookbinding 8253. Paper 8261. preparing, spinning winding 8262. Weaving knitting 8263. Sewing-machine 8264. Bleaching, dyeing cleaning-machine 8265. Fur leather-preparing 8266. Shoemaking 8269. fur 8271. Meat fish-processing 8272. 8273. Grain spice milling 8274. Baked goods, cereal chocolate 8275. nut-processing 8276. Sugar production 8277. Tea, coffee, cocoa-processing 8278. Brewers, wine 8279. 8281. assemblers 8282. 8283. Electronic 8284. rubber plastic 8285. 8286. Paperboard, 8290. 8311. Locomotive drivers 8312. Railway brakers, signallers, shunters 8320. Taxi drivers, informal 8321. cycle 8322. Car, taxi van 8323. Bus tram 8324. Heavy truck lorry 8331. Motorised 8332. Earth-moving 8333. Crane, hoist 8334. Lifting-truck 8340. crews 9111. Street vendors 9112. vendors, non-food 9113. Door-to-door 9120. Shoe elementary street 9131. Domestic helpers 9132. Helpers offices, hotels establishments 9133. Hand-launderers pressers 9141. caretakers 9142. Vehicle, window 9151. Messengers, package luggage porters deliverers 9152. Doorkeepers, watchpersons 9153. Vending-machine money collectors, meter readers 9161. Garbage collectors 9162. Sweepers labourers 9190. Elementary 9211. Farmhands 9212. 9213. Fishery, hunting trapping 9311. quarrying 9312. Construction maintenance labourers: roads, dams similar constructions 9313. 9321. 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Spinning, weaving finishing textiles 312. 313. knitted crocheted fabrics articles 314. wearing apparel, fur apparel 316. Tanning dressing leather; manufacture luggage, handbag, 317. footwear 321. Sawmilling planing wood 322. wood, cork, straw plaiting material 323. paper 324. Publishing 325. Printing printing 326. Reproduction recorded media 331. coke oven 332. Petroleum refineries / synthesisers 333. Processing nuclear fuel 334. basic chemicals 335. chemical 337. rubber 338. plastic 341. glass 342. non-metallic mineral 351. steel 352. precious metals 353. 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Production and operations managers/department managers in building and construction"},{"value":"1224","labl":"1224. Production and operations managers/department managers in wholesale and retail trade"},{"value":"1225","labl":"1225. Production and operations managers/department managers in hotels, restaurants and other catering and accommodation services"},{"value":"1226","labl":"1226. Production and operations managers/department managers in transport, storage and communications"},{"value":"1227","labl":"1227. Production and operations managers/department managers in business services"},{"value":"1228","labl":"1228. Production and operations managers/department managers in personal care, cleaning and related services"},{"value":"1229","labl":"1229. Production and operations managers/department managers not elsewhere classified"},{"value":"1231","labl":"1231. Finance and administration managers/department managers"},{"value":"1232","labl":"1232. Personnel and industrial relations managers/department managers"},{"value":"1233","labl":"1233. Sales and marketing managers/department managers"},{"value":"1234","labl":"1234. Advertising and public relations managers/department managers"},{"value":"1235","labl":"1235. Supply and distribution managers/department managers"},{"value":"1236","labl":"1236. Computing services managers/department managers"},{"value":"1237","labl":"1237. Research and development managers/department managers"},{"value":"1239","labl":"1239. Other managers/department managers not elsewhere classified"},{"value":"1290","labl":"1290. Corporate managers not elsewhere classified"},{"value":"1311","labl":"1311. General managers in agriculture, hunting, forestry and fishing"},{"value":"1312","labl":"1312. General managers in manufacturing"},{"value":"1313","labl":"1313. General managers in construction"},{"value":"1314","labl":"1314. General managers in wholesale and retail trade"},{"value":"1315","labl":"1315. General managers of hotels, restaurants and other catering or accommodation services"},{"value":"1316","labl":"1316. General managers in transport, storage and communication"},{"value":"1317","labl":"1317. General managers of business services"},{"value":"1318","labl":"1318. General managers in personal care, cleaning and related services"},{"value":"1390","labl":"1390. General managers not elsewhere classified"},{"value":"2111","labl":"2111. Physicists and astronomers"},{"value":"2112","labl":"2112. Meteorologists"},{"value":"2113","labl":"2113. Chemists"},{"value":"2114","labl":"2114. Geologists and geophysicists"},{"value":"2121","labl":"2121. Mathematicians and related professionals, Analysts and methodology research"},{"value":"2122","labl":"2122. Statisticians"},{"value":"2131","labl":"2131. Computer systems designers and analysts"},{"value":"2132","labl":"2132. Computer programmers"},{"value":"2139","labl":"2139. Computing professionals not elsewhere classified"},{"value":"2141","labl":"2141. Architects, town and traffic planners"},{"value":"2142","labl":"2142. Civil engineers"},{"value":"2143","labl":"2143. Electrical engineers"},{"value":"2144","labl":"2144. Electronics and telecommunications engineers"},{"value":"2145","labl":"2145. Mechanical engineers"},{"value":"2146","labl":"2146. Chemical engineers"},{"value":"2147","labl":"2147. Mining engineers, Metallurgists and related professionals"},{"value":"2148","labl":"2148. Land surveyors, Cartographers and other surveyors"},{"value":"2149","labl":"2149. Architects, engineers and related professionals not elsewhere classified, Industrial/production engineers, Quantity surveyors, Architects, engineers and related professionals not elsewhere classified"},{"value":"2159","labl":"2159. Physical sciences technologists"},{"value":"2190","labl":"2190. Physical, mathematical and engineering science professionals not elsewhere classified"},{"value":"2210","labl":"2210. Scientist"},{"value":"2211","labl":"2211. Biologists, botanists, zoologists and related professionals"},{"value":"2212","labl":"2212. Biological sciences, Chemical sciences, Medical sciences, Physical sciences and Veterinary sciences"},{"value":"2213","labl":"2213. Agronomists, food scientists and related professionals, Agriculture, forestry and food scientists, Natural sciences technologists"},{"value":"2221","labl":"2221. Medical practitioners, physicians, Medical specialists and Medical occupations not elsewhere classified"},{"value":"2222","labl":"2222. Dentists (general), Dental specialists and Other dental occupations"},{"value":"2223","labl":"2223. Veterinarians"},{"value":"2224","labl":"2224. Pharmacists"},{"value":"2230","labl":"2230. Nursing and midwifery professionals, Nursing services managers and Professional nurses"},{"value":"2310","labl":"2310. 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":"2320. Secondary education teaching professionals"},{"value":"2331","labl":"2331. Primary education teaching professionals"},{"value":"2332","labl":"2332. Pre-primary education teaching professionals"},{"value":"2340","labl":"2340. Special education teaching professionals"},{"value":"2351","labl":"2351. Education methods specialists"},{"value":"2352","labl":"2352. School inspectors"},{"value":"2411","labl":"2411. Accountants and related accounting occupations, Accounting occupations not elsewhere classified, Auditors and related occupations and Articled clerks with accountant/auditor"},{"value":"2412","labl":"2412. Personnel and careers professionals, Consultants: management/personnel"},{"value":"2419","labl":"2419. Business professionals not elsewhere classified, Consultants"},{"value":"2421","labl":"2421. Advocates, attorneys and related occupations, Lawyers/attorneys and related occupations, Advocates/barristers, Prosecutors and Articled clerks"},{"value":"2422","labl":"2422. Judges and magistrates, Judges , and Magistrates"},{"value":"2429","labl":"2429. Legal professionals not elsewhere classified"},{"value":"2431","labl":"2431. Archivists and curators"},{"value":"2432","labl":"2432. Librarians and related information professionals"},{"value":"2441","labl":"2441. Economists"},{"value":"2442","labl":"2442. Sociologists, anthropologists and related professionals"},{"value":"2443","labl":"2443. Philosophers, historians and political scientists"},{"value":"2444","labl":"2444. Philologists, translators and interpreters"},{"value":"2445","labl":"2445. Psychologists, Psychometricians and Psycho-technicians"},{"value":"2446","labl":"2446. Social work professionals"},{"value":"2451","labl":"2451. Authors, journalists and other writers, Editors, Reporters, journalists, Writers, poets, playwrights and Other writers, commentators, proofreaders"},{"value":"2452","labl":"2452. Sculptors, painters and related artists"},{"value":"2453","labl":"2453. Composers, musicians and singers"},{"value":"2454","labl":"2454. Choreographers and dancers"},{"value":"2455","labl":"2455. Film, stage and related actors and directors"},{"value":"2460","labl":"2460. Religious professionals"},{"value":"2490","labl":"2490. Other professionals not elsewhere classified"},{"value":"3111","labl":"3111. Natural science technicians"},{"value":"3112","labl":"3112. Civil engineering technicians, Technicians, engineering, civil, Assistants, technical and civil engineering"},{"value":"3113","labl":"3113. Electrical engineering technicians, Technicians, engineering, electrical, Assistants, technical, electrical engineering"},{"value":"3114","labl":"3114. Electronics and telecommunications engineering technicians, Assistants, technical and electronic engineering"},{"value":"3115","labl":"3115. Mechanical engineering technicians, Technicians, engineering, mechanical, Assistants, technical and mechanical engineering"},{"value":"3116","labl":"3116. Chemical engineering technicians"},{"value":"3117","labl":"3117. Mining and metallurgical technicians"},{"value":"3118","labl":"3118. Draughtspersons"},{"value":"3119","labl":"3119. Physical and engineering science technicians not elsewhere classified, Technicians, physical and engeneering science, Assistants, technical, engineering, not elsewhere classified"},{"value":"3121","labl":"3121. Computer assistants"},{"value":"3123","labl":"3123. Industrial robot controllers"},{"value":"3131","labl":"3131. Photographers and image recording equipment operators, Sound recording equipment operators"},{"value":"3132","labl":"3132. Broadcasting and telecommunications equipment operators"},{"value":"3133","labl":"3133. Medical equipment operators"},{"value":"3141","labl":"3141. Ships\u0092 engineers"},{"value":"3142","labl":"3142. Ships\u0092 deck officers and pilots"},{"value":"3143","labl":"3143. Aircraft pilots and related associate professionals, Air transport supervisors, Aircraft pilots, Navigators and Flight engineers"},{"value":"3144","labl":"3144. Air traffic controllers"},{"value":"3145","labl":"3145. Air traffic safety technicians"},{"value":"3151","labl":"3151. Building and fire inspectors"},{"value":"3152","labl":"3152. Safety, health and quality inspectors, Inspectors, safety and health"},{"value":"3211","labl":"3211. Life science technicians, Biological science and Medical science"},{"value":"3212","labl":"3212. Agronomy and forestry technicians, Technicians, agronomy and forestry, Assistants, technical and agriculture"},{"value":"3213","labl":"3213. Farming and forestry advisers/consultants"},{"value":"3220","labl":"3220. Optometrist\u0092 assistants"},{"value":"3221","labl":"3221. Medical assistants"},{"value":"3222","labl":"3222. Sanitarians"},{"value":"3223","labl":"3223. Dieticians and nutritionists"},{"value":"3224","labl":"3224. Optometrists and opticians"},{"value":"3225","labl":"3225. Dental assistants"},{"value":"3226","labl":"3226. 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":"3227. Veterinary assistants"},{"value":"3228","labl":"3228. Pharmaceutical assistants"},{"value":"3229","labl":"3229. Modern health associate professionals (except nursing) not elsewhere classified, Homeopaths, Therapists, speech, Therapists, occupational and Health services professions not elsewhere classified"},{"value":"3231","labl":"3231. Nursing associate professionals, Nurses, senior, student, pupil, Nurses, not elsewhere classified (nursing assistants/aids included under personal care and related workers)"},{"value":"3232","labl":"3232. Midwifery associate professionals"},{"value":"3241","labl":"3241. Traditional medicine practitioners"},{"value":"3242","labl":"3242. Faith healers"},{"value":"3310","labl":"3310. Primary education teaching associate professionals"},{"value":"3320","labl":"3320. Pre-primary education teaching associate professionals"},{"value":"3330","labl":"3330. Special education teaching associate professionals"},{"value":"3340","labl":"3340. Other teaching associate professionals"},{"value":"3391","labl":"3391. Teaching associate professionals not elsewhere classified"},{"value":"3411","labl":"3411. Securities and finance dealers and brokers"},{"value":"3412","labl":"3412. Insurance representatives"},{"value":"3413","labl":"3413. Estate agents"},{"value":"3414","labl":"3414. Travel consultants and organisers"},{"value":"3415","labl":"3415. Technical and commercial sales representatives"},{"value":"3416","labl":"3416. Buyers"},{"value":"3417","labl":"3417. Appraisers, valuers and auctioneers"},{"value":"3419","labl":"3419. Finance and sales associate professionals not elsewhere classified"},{"value":"3421","labl":"3421. Trade brokers"},{"value":"3422","labl":"3422. Clearing and forwarding agents"},{"value":"3423","labl":"3423. Employment agents and labour contractors"},{"value":"3429","labl":"3429. Business services agents and trade brokers not elsewhere classified"},{"value":"3431","labl":"3431. Administrative secretaries and related associate professionals"},{"value":"3432","labl":"3432. Legal and related business associate professionals, Legal business professions and Other business professions"},{"value":"3433","labl":"3433. Bookkeepers"},{"value":"3434","labl":"3434. Statistical, mathematical and related associate professionals"},{"value":"3439","labl":"3439. Administrative associate professionals not elsewhere classified"},{"value":"3441","labl":"3441. Customs and border inspectors"},{"value":"3442","labl":"3442. Government tax and excise officers"},{"value":"3443","labl":"3443. Government social benefits officers"},{"value":"3444","labl":"3444. Government licensing officers"},{"value":"3449","labl":"3449. Customs, tax and related government associate professionals not elsewhere classified"},{"value":"3450","labl":"3450. Police inspectors and detectives"},{"value":"3460","labl":"3460. Social work associate professionals"},{"value":"3461","labl":"3461. Social work researcher"},{"value":"3471","labl":"3471. Decorators and commercial designers, Product, industrial designers, Textile/ clothing/ fashion designers, Interior designers, Graphics designers and Designers not elsewhere classified"},{"value":"3472","labl":"3472. Radio, television and other announcers"},{"value":"3473","labl":"3473. Street, nightclub and related musicians, singers and dancers"},{"value":"3474","labl":"3474. Clowns, magicians, acrobats and related associate professionals"},{"value":"3475","labl":"3475. Athletes, sportspersons and related associate professionals"},{"value":"3479","labl":"3479. Art, entertainment and sport associate professionals not elsewhere classified"},{"value":"3480","labl":"3480. Religious associate professionals"},{"value":"3490","labl":"3490. Other associate professionals not elsewhere classified"},{"value":"4111","labl":"4111. Stenographers and typists"},{"value":"4112","labl":"4112. Word-processor and related operators"},{"value":"4113","labl":"4113. Data entry operators"},{"value":"4114","labl":"4114. Calculating-machine operators"},{"value":"4115","labl":"4115. Secretaries"},{"value":"4121","labl":"4121. Accounting and bookkeeping clerks"},{"value":"4122","labl":"4122. Statistical finance clerks"},{"value":"4131","labl":"4131. Stock clerks"},{"value":"4132","labl":"4132. Production clerks"},{"value":"4133","labl":"4133. Transport clerks"},{"value":"4141","labl":"4141. Library and filing clerks"},{"value":"4142","labl":"4142. Mail carriers and sorting clerks"},{"value":"4143","labl":"4143. Coding, proof-reading and related clerks"},{"value":"4144","labl":"4144. Scribes and related workers"},{"value":"4190","labl":"4190. Other office clerks and clerks not elsewhere classified (except customer services clerks)"},{"value":"4211","labl":"4211. Cashiers and ticket clerks"},{"value":"4212","labl":"4212. Tellers and other counter clerks"},{"value":"4213","labl":"4213. Bookmakers and croupiers"},{"value":"4214","labl":"4214. Pawnbrokers and moneylenders"},{"value":"4215","labl":"4215. Debt-collectors and related workers"},{"value":"4221","labl":"4221. Travel agency and related clerks"},{"value":"4222","labl":"4222. Receptionists and information clerks"},{"value":"4223","labl":"4223. Telephone switchboard operators"},{"value":"4290","labl":"4290. Customer services clerks not elsewhere classified"},{"value":"5111","labl":"5111. Travel attendants and travel stewards"},{"value":"5112","labl":"5112. Transport conductors and transport occupations nec"},{"value":"5113","labl":"5113. Travel guides"},{"value":"5121","labl":"5121. Housekeepers and related workers"},{"value":"5122","labl":"5122. Cooks"},{"value":"5123","labl":"5123. Waiters, waitresses and bartenders"},{"value":"5124","labl":"5124. Tavern and shebeen operators"},{"value":"5131","labl":"5131. Child-care workers"},{"value":"5132","labl":"5132. Institution-based personal care workers, Nursing aids, Ambulance men and first-aid attendants"},{"value":"5133","labl":"5133. Home-based personal care workers"},{"value":"5139","labl":"5139. Personal care and related workers not elsewhere classified"},{"value":"5141","labl":"5141. Hairdressers, barbers, beauticians and related workers, Beauticians and Hairdressers"},{"value":"5142","labl":"5142. Companions and valets"},{"value":"5143","labl":"5143. Undertakers and embalmers"},{"value":"5149","labl":"5149. Other personal services workers not elsewhere classified"},{"value":"5152","labl":"5152. Fortune-tellers, palmists and related workers"},{"value":"5161","labl":"5161. Fire-fighters"},{"value":"5162","labl":"5162. Police officers, traffic officers, Police officers and Traffic officers"},{"value":"5163","labl":"5163. Prison guards"},{"value":"5164","labl":"5164. Armed forces"},{"value":"5169","labl":"5169. Protective services workers not elsewhere classified, Rangers and game wardens"},{"value":"5210","labl":"5210. Fashion and other models"},{"value":"5220","labl":"5220. Shop salespersons and demonstrators, Salespersons, Petrol pump and filling station attendants"},{"value":"5230","labl":"5230. Stall and market salespersons"},{"value":"5231","labl":"5231. Spaza shop owner"},{"value":"6111","labl":"6111. Field crop and vegetable growers (farm owners and skilled farm workers)"},{"value":"6112","labl":"6112. Tree and shrub crop growers (farm owners and skilled farm workers)"},{"value":"6113","labl":"6113. Gardeners, horticultural and nursery growers (farm owners and skilled farm workers)"},{"value":"6114","labl":"6114. Mixed crop growers (farm owners and skilled farm workers)"},{"value":"6121","labl":"6121. Dairy and livestock producers (farm owners and skilled farm workers)"},{"value":"6122","labl":"6122. Poultry producers (farm owners and skilled farm workers)"},{"value":"6123","labl":"6123. Apiarists and sericulturists (farm owners and skilled farm workers)"},{"value":"6129","labl":"6129. Market-oriented animal producers and related workers not elsewhere classified (farm owners and skilled farm workers)"},{"value":"6130","labl":"6130. Market-oriented crop and animal producers (farm owners and skilled farm workers)"},{"value":"6141","labl":"6141. Forestry workers and loggers, Forestry workers and Loggers"},{"value":"6142","labl":"6142. Charcoal burners and related workers"},{"value":"6151","labl":"6151. Aquatic life cultivation workers"},{"value":"6152","labl":"6152. Inland and coastal waters fishery workers"},{"value":"6153","labl":"6153. Deep-sea fishery workers"},{"value":"6154","labl":"6154. Hunters and trappers"},{"value":"6210","labl":"6210. Subsistence agricultural and fishery workers"},{"value":"6211","labl":"6211. Subsistence farmers"},{"value":"7111","labl":"7111. Miners and quarry workers (including apprentices/trainees)"},{"value":"7112","labl":"7112. Shot-firers and blasters (including apprentices/trainees)"},{"value":"7113","labl":"7113. Stone splitters, cutters and carvers (including apprentices/trainees)"},{"value":"7114","labl":"7114. Diamond diver"},{"value":"7121","labl":"7121. Builders, traditional materials"},{"value":"7122","labl":"7122. Bricklayers and stonemasons (including apprentices/trainees)"},{"value":"7123","labl":"7123. Concrete placers, concrete finishers and related workers (including apprentices/trainees)"},{"value":"7124","labl":"7124. Carpenters and joiners (including apprentices/trainees)"},{"value":"7129","labl":"7129. Building frame and related workers not elsewhere classified (including apprentices/trainees)"},{"value":"7131","labl":"7131. Roofers (including apprentices/trainees)"},{"value":"7132","labl":"7132. Floor layers and tile setters (including apprentices/trainees)"},{"value":"7133","labl":"7133. Plasterers (including apprentices/trainees)"},{"value":"7134","labl":"7134. Insulation workers (including apprentices/trainees)"},{"value":"7135","labl":"7135. Glaziers (including apprentices/trainees)"},{"value":"7136","labl":"7136. Plumbers and pipe fitters (including apprentices/trainees)"},{"value":"7137","labl":"7137. Building and related electricians (including apprentices/trainees)"},{"value":"7141","labl":"7141. Painters and related workers (including apprentices/trainees)"},{"value":"7142","labl":"7142. Varnishers and related painters (including apprentices/trainees)"},{"value":"7143","labl":"7143. Building structure cleaners (including apprentices/trainees)"},{"value":"7190","labl":"7190. Extraction and building trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"7211","labl":"7211. Metal moulders and coremakers (including apprentices/trainees)"},{"value":"7212","labl":"7212. Welders and flamecutters (including apprentices/trainees)"},{"value":"7213","labl":"7213. Sheet-metal workers (including apprentices/trainees)"},{"value":"7214","labl":"7214. Structural-metal preparers and erectors (including apprentices/trainees)"},{"value":"7215","labl":"7215. Riggers and cable splicers (including apprentices/trainees)"},{"value":"7216","labl":"7216. Underwater workers (including apprentices/trainees)"},{"value":"7221","labl":"7221. Blacksmiths, hammersmiths and forging-press workers (including apprentices/trainees)"},{"value":"7222","labl":"7222. Tool-makers and related workers (including apprentices/trainees)"},{"value":"7223","labl":"7223. Machine-tool setters and setter-operators (including apprentices/trainees)"},{"value":"7224","labl":"7224. Metal wheel-grinders, polishers and tool sharpeners (including apprentices/trainees)"},{"value":"7231","labl":"7231. Motor vehicle mechanics and fitters (including apprentices/trainees)"},{"value":"7232","labl":"7232. Aircraft engine mechanics and fitters (including apprentices/trainees)"},{"value":"7233","labl":"7233. Agricultural or industrial machinery mechanics and fitters (including apprentices/trainees)"},{"value":"7241","labl":"7241. Electrical mechanics and fitters (including apprentices/trainees)"},{"value":"7242","labl":"7242. Electronics fitters (including apprentices/trainees)"},{"value":"7243","labl":"7243. Electronics mechanics and servicers (including apprentices/trainees)"},{"value":"7244","labl":"7244. Telegraph and telephone installers and servicers (including apprentices/trainees)"},{"value":"7245","labl":"7245. Electrical line installers, repairers and cable jointers (including apprentices/trainees)"},{"value":"7290","labl":"7290. Metal, machinery and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"7311","labl":"7311. Precision-instrument/instrument makers and repairers (including apprentices/trainees)"},{"value":"7312","labl":"7312. Musical instrument makers and tuners (including apprentices/trainees)"},{"value":"7313","labl":"7313. Jewellery and precious-metal workers (including apprentices/trainees)"},{"value":"7321","labl":"7321. Abrasive wheel formers, potters and related workers (including apprentices/trainees)"},{"value":"7322","labl":"7322. Glass-makers, cutters, grinders and finishers (including apprentices/trainees)"},{"value":"7323","labl":"7323. Glass engravers and etchers (including apprentices/trainees)"},{"value":"7324","labl":"7324. Glass, ceramics and related decorative painters (including apprentices/trainees)"},{"value":"7331","labl":"7331. Handicraft workers in wood and related materials (including apprentices/trainees)"},{"value":"7332","labl":"7332. Handicraft workers in textile, leather and related materials (including apprentices/trainees)"},{"value":"7341","labl":"7341. Compositors, typesetters and related workers (including apprentices/trainees)"},{"value":"7343","labl":"7343. Printing engravers and etchers (including apprentices/trainees)"},{"value":"7344","labl":"7344. Photographic and related workers (including apprentices/trainees)"},{"value":"7345","labl":"7345. Bookbinders and related workers (including apprentices/trainees)"},{"value":"7346","labl":"7346. Silk-screen, block and textile printers (including apprentices/trainees)"},{"value":"7411","labl":"7411. Butchers, fishmongers and related food preparers (including apprentices/trainees)"},{"value":"7412","labl":"7412. Millers, bakers, pastry-cooks and confectionery makers (including apprentices/trainees)"},{"value":"7413","labl":"7413. Dairy products makers (including apprentices/trainees)"},{"value":"7414","labl":"7414. Fruit, vegetable and related product preservers (including apprentices/trainees)"},{"value":"7415","labl":"7415. Food and beverage tasters and graders (including apprentices/trainees)"},{"value":"7416","labl":"7416. Tobacco preparers and tobacco products makers (including apprentices/trainees)"},{"value":"7421","labl":"7421. Wood treaters (including apprentices/trainees)"},{"value":"7422","labl":"7422. Cabinetmakers and related workers (including apprentices/trainees)"},{"value":"7423","labl":"7423. Woodworking-machine setters and setter-operators (including apprentices/trainees)"},{"value":"7424","labl":"7424. Basketry weavers, brush makers and related workers (including apprentices/trainees)"},{"value":"7431","labl":"7431. Fibre preparers (including apprentices/trainees)"},{"value":"7432","labl":"7432. Weavers, knitters and related workers (including apprentices/trainees)"},{"value":"7433","labl":"7433. Tailors, dressmakers and hatters (including apprentices/trainees)"},{"value":"7434","labl":"7434. Furriers and related workers (including apprentices/trainees)"},{"value":"7435","labl":"7435. Textile, leather and related material pattern-makers and cutters (including apprentices/trainees)"},{"value":"7436","labl":"7436. Sewers, embroiderers and related workers (excluding apprentices/trainees)"},{"value":"7437","labl":"7437. Upholsterers and related workers (including apprentices/trainees)"},{"value":"7441","labl":"7441. Pelt dressers, tanners and fellmongers (including apprentices/trainees)"},{"value":"7442","labl":"7442. Shoemakers and related workers (including apprentices/trainees)"},{"value":"7490","labl":"7490. Other craft and related trades workers not elsewhere classified (including apprentices/trainees)"},{"value":"8111","labl":"8111. Mining plant operators"},{"value":"8112","labl":"8112. Mineral ore and stone processing plant operators"},{"value":"8113","labl":"8113. Well drillers and borers and related workers"},{"value":"8121","labl":"8121. Ore and metal furnace operators"},{"value":"8122","labl":"8122. Metal melters and casters and rolling-mill operators"},{"value":"8123","labl":"8123. Metal heat-treating plant operators"},{"value":"8124","labl":"8124. Metal drawers and extruders"},{"value":"8131","labl":"8131. Glass and ceramics kiln and related machine operators"},{"value":"8139","labl":"8139. Glass, ceramics and related plant operators not elsewhere classified"},{"value":"8141","labl":"8141. Wood-processing plant operators"},{"value":"8142","labl":"8142. Paper-pulp plant operators"},{"value":"8143","labl":"8143. Papermaking plant operators"},{"value":"8151","labl":"8151. Crushing, grinding and chemical mixing machinery operators"},{"value":"8152","labl":"8152. Chemical heat-treating plant operators"},{"value":"8153","labl":"8153. Chemical filtering and separating equipment operators"},{"value":"8154","labl":"8154. Chemical still and reactor operators (except petroleum and natural gas)"},{"value":"8155","labl":"8155. Petroleum and natural gas refining plant operators"},{"value":"8159","labl":"8159. Chemical-processing plant operators not elsewhere classified"},{"value":"8161","labl":"8161. Power-production plant operators"},{"value":"8162","labl":"8162. Steam-engine and boiler operators"},{"value":"8163","labl":"8163. Incinerator, water-treatment and related plant operators"},{"value":"8171","labl":"8171. Automated assembly-line operators"},{"value":"8172","labl":"8172. Industrial-robot operators"},{"value":"8211","labl":"8211. Machine-tool operators"},{"value":"8212","labl":"8212. Cement and other mineral products machine operators"},{"value":"8221","labl":"8221. Pharmaceutical and toiletry products machine operators"},{"value":"8222","labl":"8222. Ammunition and explosive products machine operators"},{"value":"8223","labl":"8223. Metal finishing, plating and coating machine operators"},{"value":"8224","labl":"8224. Photographic products machine operators"},{"value":"8229","labl":"8229. Chemical products machine operators not elsewhere classified"},{"value":"8231","labl":"8231. Rubber products machine operators"},{"value":"8232","labl":"8232. Plastic products machine operators"},{"value":"8240","labl":"8240. Wood products machine operators"},{"value":"8251","labl":"8251. Printing machine operators"},{"value":"8252","labl":"8252. Bookbinding machine operators"},{"value":"8253","labl":"8253. Paper products machine operators"},{"value":"8261","labl":"8261. Fibre preparing, spinning and winding machine operators"},{"value":"8262","labl":"8262. Weaving and knitting machine operators"},{"value":"8263","labl":"8263. Sewing-machine operators"},{"value":"8264","labl":"8264. Bleaching, dyeing and cleaning-machine operators"},{"value":"8265","labl":"8265. Fur and leather-preparing machine operators"},{"value":"8266","labl":"8266. Shoemaking and related machine operators"},{"value":"8269","labl":"8269. Textile, fur and leather products machine operators not elsewhere classified"},{"value":"8271","labl":"8271. Meat and fish-processing machine operators"},{"value":"8272","labl":"8272. Dairy products machine operators"},{"value":"8273","labl":"8273. Grain and spice milling machine operators"},{"value":"8274","labl":"8274. Baked goods, cereal and chocolate products machine operators"},{"value":"8275","labl":"8275. Fruit, vegetable and nut-processing machine operators"},{"value":"8276","labl":"8276. Sugar production machine operators"},{"value":"8277","labl":"8277. Tea, coffee, and cocoa-processing machine operators"},{"value":"8278","labl":"8278. Brewers, wine and other beverage machine operators"},{"value":"8279","labl":"8279. Tobacco production machine operators"},{"value":"8281","labl":"8281. Mechanical machinery assemblers"},{"value":"8282","labl":"8282. Electrical equipment assemblers"},{"value":"8283","labl":"8283. Electronic equipment assemblers"},{"value":"8284","labl":"8284. Metal, rubber and plastic products assemblers"},{"value":"8285","labl":"8285. Wood and related products assemblers"},{"value":"8286","labl":"8286. Paperboard; textile and related products assemblers"},{"value":"8290","labl":"8290. Other machine operators and assemblers not elsewhere classified"},{"value":"8311","labl":"8311. Locomotive engine drivers"},{"value":"8312","labl":"8312. Railway brakers, signallers, shunters and related workers"},{"value":"8320","labl":"8320. Taxi drivers, informal"},{"value":"8321","labl":"8321. Motor cycle drivers"},{"value":"8322","labl":"8322. Car, taxi and van drivers"},{"value":"8323","labl":"8323. Bus and tram drivers"},{"value":"8324","labl":"8324. Heavy truck and lorry drivers"},{"value":"8331","labl":"8331. Motorised farm and forestry plant operators"},{"value":"8332","labl":"8332. Earth-moving and related plant operators"},{"value":"8333","labl":"8333. Crane, hoist and related plant operators"},{"value":"8334","labl":"8334. Lifting-truck operators"},{"value":"8340","labl":"8340. Ships\u0092 deck crews and related workers"},{"value":"9111","labl":"9111. Street food vendors and related workers"},{"value":"9112","labl":"9112. Street vendors, non-food products"},{"value":"9113","labl":"9113. Door-to-door and telephone salespersons"},{"value":"9120","labl":"9120. Shoe cleaning and other elementary street services occupations"},{"value":"9131","labl":"9131. Domestic helpers and cleaners"},{"value":"9132","labl":"9132. Helpers and cleaners in offices, hotels and other establishments"},{"value":"9133","labl":"9133. Hand-launderers and pressers"},{"value":"9141","labl":"9141. Building caretakers"},{"value":"9142","labl":"9142. Vehicle, window and related cleaners"},{"value":"9151","labl":"9151. Messengers, package and luggage porters and deliverers"},{"value":"9152","labl":"9152. Doorkeepers, watchpersons and related workers"},{"value":"9153","labl":"9153. Vending-machine money collectors, meter readers and related workers"},{"value":"9161","labl":"9161. Garbage collectors"},{"value":"9162","labl":"9162. Sweepers and related labourers"},{"value":"9190","labl":"9190. Elementary sales and services occupations not elsewhere classified"},{"value":"9211","labl":"9211. Farmhands and labourers"},{"value":"9212","labl":"9212. Forestry labourers"},{"value":"9213","labl":"9213. Fishery, hunting and trapping labourers"},{"value":"9311","labl":"9311. Mining and quarrying labourers"},{"value":"9312","labl":"9312. Construction and maintenance labourers: roads, dams and similar constructions"},{"value":"9313","labl":"9313. Building construction labourers"},{"value":"9321","labl":"9321. Assembling labourers"},{"value":"9322","labl":"9322. Hand-packers and other manufacturing labourers"},{"value":"9331","labl":"9331. Hand or pedal vehicle drivers"},{"value":"9332","labl":"9332. Drivers of animal-drawn vehicles and machinery"},{"value":"9333","labl":"9333. Freight handlers"},{"value":"9888","labl":"9888. Bootlegger"},{"value":"9999","labl":"9999. Unspecified"}],"var_format":{"type":"numeric"},"fid":"F1","qstn":"","catgry":"1110. Legislators 1120. Senior government officers 1130. Traditional chiefs and heads of villages 1141. political party organisations 1142. employers', workers' other economic-interest 1143. humanitarian special-interest 1210. Directors chief executives 1211. Rectors/principals universities/colleges 1221. Production operations managers/department managers in agriculture, hunting, forestry, fishing mining 1222. manufacturing 1223. building construction 1224. wholesale retail trade 1225. hotels, restaurants catering accommodation services 1226. transport, storage communications 1227. business 1228. personal care, cleaning related 1229. not elsewhere classified 1231. Finance administration 1232. Personnel industrial relations 1233. Sales marketing 1234. Advertising public 1235. Supply distribution 1236. Computing 1237. Research development 1239. Other 1290. Corporate 1311. General forestry 1312. 1313. 1314. 1315. or 1316. communication 1317. 1318. 1390. 2111. Physicists astronomers 2112. Meteorologists 2113. Chemists 2114. Geologists geophysicists 2121. Mathematicians professionals, Analysts methodology research 2122. Statisticians 2131. Computer systems designers analysts 2132. programmers 2139. professionals 2141. Architects, town traffic planners 2142. Civil engineers 2143. Electrical 2144. Electronics telecommunications 2145. Mechanical 2146. Chemical 2147. Mining engineers, Metallurgists 2148. Land surveyors, Cartographers surveyors 2149. classified, Industrial/production Quantity 2159. Physical sciences technologists 2190. Physical, mathematical engineering science 2210. Scientist 2211. Biologists, botanists, zoologists 2212. Biological sciences, Medical Veterinary 2213. Agronomists, food scientists Agriculture, scientists, Natural 2221. practitioners, physicians, specialists occupations 2222. Dentists (general), Dental dental 2223. Veterinarians 2224. Pharmacists 2230. Nursing midwifery Professional nurses 2310. Technikon, teacher training, technical colleges, university higher education institutions teaching post-secondary 2320. Secondary 2331. Primary 2332. Pre-primary 2340. Special 2351. Education methods 2352. School inspectors 2411. Accountants accounting occupations, Accounting Auditors Articled clerks with accountant/auditor 2412. careers Consultants: management/personnel 2419. Business Consultants 2421. Advocates, attorneys Lawyers/attorneys Advocates/barristers, Prosecutors 2422. Judges magistrates, , Magistrates 2429. Legal 2431. Archivists curators 2432. Librarians information 2441. Economists 2442. Sociologists, anthropologists 2443. Philosophers, historians 2444. Philologists, translators interpreters 2445. Psychologists, Psychometricians Psycho-technicians 2446. Social work 2451. Authors, journalists writers, Editors, Reporters, journalists, Writers, poets, playwrights commentators, proofreaders 2452. Sculptors, painters artists 2453. Composers, musicians singers 2454. Choreographers dancers 2455. Film, stage actors directors 2460. Religious 2490. 3111. technicians 3112. technicians, Technicians, engineering, civil, Assistants, civil 3113. electrical, technical, electrical 3114. electronic 3115. mechanical, mechanical 3116. 3117. metallurgical 3118. Draughtspersons 3119. physical engeneering science, 3121. assistants 3123. Industrial robot controllers 3131. Photographers image recording equipment operators, Sound operators 3132. Broadcasting 3133. 3141. Ships\u0092 3142. deck pilots 3143. Aircraft associate Air transport supervisors, pilots, Navigators Flight 3144. 3145. safety 3151. Building fire 3152. Safety, health quality inspectors, Inspectors, 3211. Life 3212. Agronomy agronomy agriculture 3213. Farming advisers/consultants 3220. Optometrist\u0092 3221. 3222. Sanitarians 3223. Dieticians nutritionists 3224. Optometrists opticians 3225. 3226. Physiotherapists Physiotherapists, Masseurs, Therapists Radiographers, diagnostic therapeutic, Chiropractors, Podiatrists Supplementary medical professions cla 3227. 3228. Pharmaceutical 3229. Modern (except nursing) Homeopaths, Therapists, speech, occupational Health 3231. Nurses, senior, student, pupil, (nursing assistants/aids included under care workers) 3232. Midwifery 3241. medicine practitioners 3242. Faith healers 3310. 3320. 3330. 3340. 3391. Teaching 3411. Securities finance dealers brokers 3412. Insurance representatives 3413. Estate agents 3414. Travel consultants organisers 3415. Technical commercial sales 3416. Buyers 3417. Appraisers, valuers auctioneers 3419. 3421. Trade 3422. Clearing forwarding 3423. Employment labour contractors 3429. 3431. Administrative secretaries 3432. 3433. Bookkeepers 3434. Statistical, 3439. 3441. Customs border 3442. Government tax excise 3443. social benefits 3444. licensing 3449. Customs, 3450. Police detectives 3460. 3461. researcher 3471. Decorators designers, Product, Textile/ clothing/ fashion Interior Graphics Designers 3472. Radio, television announcers 3473. Street, nightclub musicians, 3474. Clowns, magicians, acrobats 3475. Athletes, sportspersons 3479. Art, entertainment sport 3480. 3490. 4111. Stenographers typists 4112. Word-processor 4113. Data entry 4114. Calculating-machine 4115. Secretaries 4121. bookkeeping 4122. Statistical 4131. Stock 4132. 4133. Transport 4141. Library filing 4142. Mail carriers sorting 4143. Coding, proof-reading 4144. Scribes workers 4190. office customer clerks) 4211. Cashiers ticket 4212. Tellers counter 4213. Bookmakers croupiers 4214. Pawnbrokers moneylenders 4215. Debt-collectors 4221. agency 4222. Receptionists 4223. Telephone switchboard 4290. Customer 5111. attendants travel stewards 5112. conductors nec 5113. guides 5121. Housekeepers 5122. Cooks 5123. Waiters, waitresses bartenders 5124. Tavern shebeen 5131. Child-care 5132. Institution-based workers, aids, Ambulance men first-aid 5133. Home-based 5139. Personal 5141. Hairdressers, barbers, beauticians Beauticians Hairdressers 5142. Companions valets 5143. Undertakers embalmers 5149. 5152. Fortune-tellers, palmists 5161. Fire-fighters 5162. officers, Traffic 5163. Prison guards 5164. Armed forces 5169. Protective Rangers game wardens 5210. Fashion models 5220. Shop salespersons demonstrators, Salespersons, Petrol pump filling station 5230. Stall market 5231. Spaza shop owner 6111. Field crop vegetable growers (farm owners skilled farm 6112. Tree shrub 6113. Gardeners, horticultural nursery 6114. Mixed 6121. Dairy livestock producers 6122. Poultry 6123. Apiarists sericulturists 6129. Market-oriented animal 6130. 6141. Forestry loggers, Loggers 6142. Charcoal burners 6151. Aquatic life cultivation 6152. Inland coastal waters fishery 6153. Deep-sea 6154. Hunters trappers 6210. Subsistence agricultural 6211. farmers 7111. Miners quarry (including apprentices/trainees) 7112. Shot-firers blasters 7113. Stone splitters, cutters carvers 7114. Diamond diver 7121. Builders, traditional materials 7122. Bricklayers stonemasons 7123. Concrete placers, concrete finishers 7124. Carpenters joiners 7129. frame 7131. Roofers 7132. Floor layers tile setters 7133. Plasterers 7134. Insulation 7135. Glaziers 7136. Plumbers pipe fitters 7137. electricians 7141. Painters 7142. Varnishers 7143. structure cleaners 7190. Extraction trades 7211. Metal moulders coremakers 7212. Welders flamecutters 7213. Sheet-metal 7214. Structural-metal preparers erectors 7215. Riggers cable splicers 7216. Underwater 7221. Blacksmiths, hammersmiths forging-press 7222. Tool-makers 7223. Machine-tool setter-operators 7224. wheel-grinders, polishers tool sharpeners 7231. Motor vehicle mechanics 7232. engine 7233. Agricultural machinery 7241. 7242. 7243. servicers 7244. Telegraph telephone installers 7245. line installers, repairers jointers 7290. Metal, 7311. Precision-instrument/instrument makers 7312. Musical instrument tuners 7313. Jewellery precious-metal 7321. Abrasive wheel formers, potters 7322. Glass-makers, cutters, grinders 7323. Glass engravers etchers 7324. Glass, ceramics decorative 7331. Handicraft wood 7332. textile, leather 7341. Compositors, typesetters 7343. Printing 7344. Photographic 7345. Bookbinders 7346. Silk-screen, block textile printers 7411. Butchers, fishmongers 7412. Millers, bakers, pastry-cooks confectionery 7413. products 7414. Fruit, product preservers 7415. Food beverage tasters graders 7416. Tobacco tobacco 7421. Wood treaters 7422. Cabinetmakers 7423. Woodworking-machine 7424. Basketry weavers, brush 7431. Fibre 7432. Weavers, knitters 7433. Tailors, dressmakers hatters 7434. Furriers 7435. Textile, material pattern-makers 7436. Sewers, embroiderers (excluding 7437. Upholsterers 7441. Pelt dressers, tanners fellmongers 7442. Shoemakers 7490. craft 8111. plant 8112. Mineral ore stone processing 8113. Well drillers borers 8121. Ore metal furnace 8122. melters casters rolling-mill 8123. heat-treating 8124. drawers extruders 8131. kiln machine 8139. 8141. Wood-processing 8142. Paper-pulp 8143. Papermaking 8151. Crushing, grinding chemical mixing 8152. 8153. filtering separating 8154. still reactor petroleum natural gas) 8155. Petroleum gas refining 8159. Chemical-processing 8161. Power-production 8162. Steam-engine boiler 8163. Incinerator, water-treatment 8171. Automated assembly-line 8172. Industrial-robot 8211. 8212. Cement mineral 8221. toiletry 8222. Ammunition explosive 8223. finishing, plating coating 8224. 8229. 8231. Rubber 8232. Plastic 8240. 8251. 8252. Bookbinding 8253. Paper 8261. preparing, spinning winding 8262. Weaving knitting 8263. Sewing-machine 8264. Bleaching, dyeing cleaning-machine 8265. Fur leather-preparing 8266. Shoemaking 8269. fur 8271. Meat fish-processing 8272. 8273. Grain spice milling 8274. Baked goods, cereal chocolate 8275. nut-processing 8276. Sugar production 8277. Tea, coffee, cocoa-processing 8278. Brewers, wine 8279. 8281. assemblers 8282. 8283. Electronic 8284. rubber plastic 8285. 8286. Paperboard; 8290. 8311. Locomotive drivers 8312. Railway brakers, signallers, shunters 8320. Taxi drivers, informal 8321. cycle 8322. Car, taxi van 8323. Bus tram 8324. Heavy truck lorry 8331. Motorised 8332. Earth-moving 8333. Crane, hoist 8334. Lifting-truck 8340. crews 9111. Street vendors 9112. vendors, non-food 9113. Door-to-door 9120. Shoe elementary street 9131. Domestic helpers 9132. Helpers offices, hotels establishments 9133. Hand-launderers pressers 9141. caretakers 9142. Vehicle, window 9151. Messengers, package luggage porters deliverers 9152. Doorkeepers, watchpersons 9153. Vending-machine money collectors, meter readers 9161. Garbage collectors 9162. Sweepers labourers 9190. Elementary 9211. Farmhands 9212. 9213. Fishery, hunting trapping 9311. quarrying 9312. Construction maintenance labourers: roads, dams similar constructions 9313. 9321. Assembling 9322. Hand-packers 9331. Hand pedal 9332. Drivers animal-drawn vehicles 9333. Freight handlers 9888. Bootlegger 9999. Unspecified"},{"file_id":"F1","vid":"V76","name":"Q43INDUSTRY","var_intrvl":"discrete","var_wgt":0,"loc_width":"164","labl":"Industry","var_sumstat":[{"type":"vald"},{"value":"","type":"min"},{"value":"","type":"max"},{"value":"","type":"mean"},{"value":"","type":"stdev"}],"var_catgry":[{"value":"10","labl":"10. Private households with employed persons","stats":[{"type":"vald"}]},{"value":"20","labl":"20. Exterritorial organisations","stats":[{"type":"min"}]},{"value":"30","labl":"30. Representatives of foreign governments","stats":[{"type":"max"}]},{"value":"62","labl":"62. Retail trade, except of motor vehicles and motor cycles; repair of personal household goods","stats":[{"type":"mean"}]},{"value":"111","labl":"111. Growing of crops","stats":[{"type":"stdev"}]},{"value":"112","labl":"112. Farming of animals"},{"value":"113","labl":"113. Growing of crops combined with farming of animals(mixed farming)"},{"value":"114","labl":"114. Agricultural and animal husbandry services, except veterinary activities"},{"value":"115","labl":"115. Game hunting, trapping and game propagation, including related services"},{"value":"116","labl":"116. Production of organic fertilizer"},{"value":"121","labl":"121. Forestry and related services"},{"value":"122","labl":"122. Logging and related services"},{"value":"131","labl":"131. Ocean and coastal fishing"},{"value":"132","labl":"132. Fish hatcheries and fish farms"},{"value":"210","labl":"210. mining of coal and lignite"},{"value":"221","labl":"221. Extraction of crude petroleum and natural gas; service activities incidental to oil and gas extraction, excluding surveying"},{"value":"230","labl":"230. Mining of gold and uranium ore"},{"value":"240","labl":"240. Mining of metal ores"},{"value":"241","labl":"241. Mining of iron ore"},{"value":"242","labl":"242. Mining of non-ferrous metal ores"},{"value":"251","labl":"251. Stone quarrying, clay and sandpits"},{"value":"252","labl":"252. Mining of diamonds (including alluvial diamonds)"},{"value":"253","labl":"253. Mining and quarrying N.E.C."},{"value":"301","labl":"301. Production, processing and preservation of meat, fish, fruit, vegetables, oils and fats"},{"value":"302","labl":"302. Manufacture of dairy products"},{"value":"303","labl":"303. Manufacture of grain mill products, starches and starch products and prepared animal feeds"},{"value":"304","labl":"304. Manufacture of other food products"},{"value":"305","labl":"305. Manufacture of beverages"},{"value":"306","labl":"306. Manufacture of tobacco products"},{"value":"311","labl":"311. Spinning, weaving and finishing of textiles"},{"value":"312","labl":"312. Manufacture of other textiles"},{"value":"313","labl":"313. Manufacture of knitted and crocheted fabrics and articles"},{"value":"314","labl":"314. Manufacture of wearing apparel, except fur apparel"},{"value":"316","labl":"316. Tanning and dressing of leather; manufacture of luggage, handbag,"},{"value":"317","labl":"317. Manufacture of footwear"},{"value":"321","labl":"321. Sawmilling and planing of wood"},{"value":"322","labl":"322. Manufacture of products of wood, cork, straw and plaiting material"},{"value":"323","labl":"323. Manufacture of paper and paper products"},{"value":"324","labl":"324. Publishing"},{"value":"325","labl":"325. Printing and service activities related to printing"},{"value":"326","labl":"326. Reproduction of recorded media"},{"value":"331","labl":"331. Manufacture of coke oven products"},{"value":"332","labl":"332. 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