Pick from 143 reviewed entries
The tool will be ready after its local script initializes.
How it works
The occupation pool was written and reviewed for this project, normalized to readable singular titles, and grouped only into broad practical categories.
Selection uses the site’s audited rejection-sampling randomizer engine. Unique mode uses a partial Fisher–Yates shuffle so one reviewed entry is not favored over another.
Worked example
Choose “Science & technology” and request 4 unique job titles for a classroom or writing prompt.
Use Copy for one result or Copy all for the displayed batch.
Scope and limitations
This is an idea picker, not a career recommendation, labor-market database, eligibility test, or exhaustive occupation taxonomy.
Dataset source: Project-authored occupation list. Frozen for this local release candidate on October 6, 2026. Data licensing notices.
Common questions
Are results saved?
No. This page does not place selections in the URL or browser storage.
Can a result repeat?
Not within a batch while “Avoid repeats” is selected. A later generation can select an earlier result again.