Role-specific sources · empirical signals where matched · BLS context

AI Job-Exposure Tracker

How AI exposure is shifting across 982 occupations - the biggest movers, the most- and least-exposed roles, and where yours stands.

Last updated July 28, 2026 · refreshed monthly

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Biggest movers

Largest score shifts since empirical grounding (July 2026). Rising means more exposed. Open any role to compare adjacent career paths.

Rising exposure

No rising movers in the latest release.

Easing exposure

No easing movers in the latest release.

How to read the tracker

How are AI-exposure scores calculated?

Each of 982 occupations gets a 0–100 estimate from O*NET-linked or curated role components, with Penn, Anthropic, and AIOE signals only where matched. BLS figures are separate labor-market context. The score estimates task exposure; it does not predict that the job disappears.

What does “biggest movers” mean?

The largest score changes between our score releases. Today’s movers reflect the shift from a heuristic baseline to empirically-grounded scoring (July 2026); month-over-month movers update as scores are refreshed.

Does a high score mean the job will be automated?

No. This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.

How often is the tracker updated?

Scores are refreshed on a monthly recompute; this page always shows the latest release.

For teams, coaches & outplacement

Screening a cohort or advising clients? Get bulk scans, a team exposure map, and a shared dashboard.

Method: O*NET-linked and curated role components, with empirical AI signals only where matched. BLS figures are separate labor-market context. Full methodology →
Note: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.