Selection method
Each draw is uniform within the selected category and uses Web Crypto in the browser. Results are sampled without replacement, with 1–12 results per draw.
Dataset documentation
Job generator dataset and review
Every locale uses the same 93 occupation identities in nine categories. Display labels are selected separately for each language; this is an idea picker, not career advice or a complete labour-market taxonomy.
Entity source
RandomHub selected occupation identities using Wikidata QIDs and checked those records on 22 July 2026. Wikidata structured data is CC0 1.0; the links below open the current records, not a stored snapshot. Display labels are edited by RandomHub.
Product limits
Categories are broad browsing groups, not official ISCO, ESCO, O*NET, salary, qualification, licensing, employment-status, or hiring classifications. Portuguese labels use pt-PT.
Review status
All 837 visible labels passed automated checks and independent agent review. That review is not described as human or native-speaker editorial approval. 2026-07-24.
Exact English dataset
93 · 9
| Occupation | Category | Wikidata ID |
|---|---|---|
| merchant | Business & office | Q215536 |
| accountant | Business & office | Q326653 |
| secretary | Business & office | Q80687 |
| project manager | Business & office | Q816432 |
| office clerk | Business & office | Q738142 |
| banker | Business & office | Q806798 |
| general manager | Business & office | Q1210069 |
| financier | Business & office | Q1979607 |
| court clerk | Business & office | Q641208 |
| auditor | Business & office | Q10949665 |
| real estate agent | Business & office | Q519076 |
| insurance broker | Business & office | Q285759 |
| astronaut | Technology & engineering | Q11631 |
| system administrator | Technology & engineering | Q327353 |
| database administrator | Technology & engineering | Q1078262 |
| software engineer | Technology & engineering | Q1709010 |
| flight engineer | Technology & engineering | Q432425 |
| air traffic controller | Technology & engineering | Q862632 |
| design engineer | Technology & engineering | Q1779650 |
| teacher | Education & research | Q37226 |
| librarian | Education & research | Q182436 |
| researcher | Education & research | Q1650915 |
| head teacher | Education & research | Q1056391 |
| Egyptologist | Education & research | Q1350189 |
| sociologist | Education & research | Q2306091 |
| university teacher | Education & research | Q1622272 |
| astrophysicist | Education & research | Q752129 |
| ornithologist | Education & research | Q1225716 |
| physical education teacher | Education & research | Q2312637 |
| physician | Health & care | Q39631 |
| midwife | Health & care | Q185196 |
| dentist | Health & care | Q27349 |
| doula | Health & care | Q749813 |
| sexologist | Education & research | Q2920595 |
| clinical psychologist | Health & care | Q1113899 |
| immunologist | Health & care | Q12119633 |
| actor | Creative & media | Q33999 |
| writer | Creative & media | Q36180 |
| poet | Creative & media | Q49757 |
| journalist | Creative & media | Q1930187 |
| composer | Creative & media | Q36834 |
| artist | Creative & media | Q483501 |
| musician | Creative & media | Q639669 |
| painter | Creative & media | Q1028181 |
| comedian | Creative & media | Q245068 |
| photographer | Creative & media | Q33231 |
| editor | Creative & media | Q1607826 |
| pianist | Creative & media | Q486748 |
| guitarist | Creative & media | Q855091 |
| trumpeter | Creative & media | Q12377274 |
| flautist | Creative & media | Q12902372 |
| curator | Creative & media | Q674426 |
| art director | Creative & media | Q706364 |
| costume designer | Creative & media | Q1323191 |
| dancer | Creative & media | Q5716684 |
| online streamer | Creative & media | Q57414145 |
| violinist | Creative & media | Q1259917 |
| radio host | Creative & media | Q2722764 |
| rapper | Creative & media | Q2252262 |
| fashion designer | Creative & media | Q3501317 |
| performing artist | Creative & media | Q713200 |
| food critic | Creative & media | Q1495660 |
| podcaster | Creative & media | Q15077007 |
| science communicator | Creative & media | Q15143191 |
| industrial designer | Creative & media | Q11287574 |
| calligrapher | Creative & media | Q3303330 |
| barber | Services & hospitality | Q107198 |
| hairdresser | Services & hospitality | Q55187 |
| waste collection worker | Services & hospitality | Q1391360 |
| social worker | Health & care | Q7019111 |
| hotel manager | Services & hospitality | Q1631120 |
| aesthetician | Services & hospitality | Q12367504 |
| building custodian | Services & hospitality | Q1090219 |
| plumber | Trades, construction & transport | Q252924 |
| electrician | Trades, construction & transport | Q165029 |
| driver | Trades, construction & transport | Q352388 |
| truck driver | Trades, construction & transport | Q508846 |
| construction worker | Trades, construction & transport | Q811122 |
| dockworker | Trades, construction & transport | Q1537445 |
| welder | Trades, construction & transport | Q836328 |
| bus driver | Trades, construction & transport | Q829020 |
| bicycle courier | Trades, construction & transport | Q1203797 |
| gardener | Agriculture & environment | Q758780 |
| agronomist | Agriculture & environment | Q1781198 |
| hunter | Agriculture & environment | Q1714828 |
| naturalist | Agriculture & environment | Q18805 |
| animal breeder | Agriculture & environment | Q1368409 |
| athlete | Sports | Q2066131 |
| association football player | Sports | Q937857 |
| golf caddie | Sports | Q1064569 |
| racing driver | Sports | Q10349745 |
| karate practitioner | Sports | Q9017214 |
| professional gamer | Sports | Q4379701 |