All 785 occupations, ranked
Sorted by AI applicability score: the measured overlap between an occupation's work activities and what AI is actually used for (and succeeds at) today. Click any occupation for the task-level breakdown, personalization and action plan.
| Occupation | Band | Score | Percentile |
|---|---|---|---|
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Reading this table honestly: the score measures task overlap with observed AI usage; it is not a probability of job loss. Occupations dominated by physical, in-person or high-liability work rank low even when parts of their paperwork are automatable. Full caveats on the methodology page.