AI Impact Analysis · 2026 · 50 Occupations
Below: a 50-occupation cross-section showing how AI replaces tasks (not always whole jobs), with concrete time windows in months not years.
Most coverage of "AI replacing jobs" frames it at the wrong altitude. The unit of replacement isn't the job — it's the task. A paralegal job is a bundle of maybe 40 distinct tasks: drafting, reviewing, filing, calendaring, client intake, deposition prep, redaction. AI is replacing the first three of those today. The other 37 are still human. The job hasn't disappeared; it's been re-bundled.
That re-bundling is what we measure here. For each occupation we've decomposed the role into its constituent O*NET tasks, scored each task individually for current LLM capability, and rolled the result back up to a 0-100 occupation score with a months-not-years time window. Anthropic's Economic Index uses the same task-level lens — see the Economic Index methodology for the broader framing.
The 50 occupations below are a representative cross-section across the risk spectrum — from near-fully-automatable to barely-touched. Find your role, see which tasks are exposed, and use the free 2-minute assessment to get a personalised task-by-task breakdown for your specific situation.
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