AIM26LIVE RESEARCH PORTAL / INDEPENDENT · DATED EVIDENCE PUBLIC INFORMATION · NOT LIVE STREAM INFRASTRUCTURE
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THE HUMAN × AI TRANSITION / RESEARCH EDITION

THE JOBS DANGER ZONE*

Measured exposure to AI-assisted or automated tasks. Not a prediction that these occupations will disappear. Explore Anthropic's published occupational coverage data.

U.S. SOC OCCUPATIONSANTHROPIC · MAR 2026REVIEWED NOV 01, 2026
TOP 10 / DATASET LEADERS

Highest observed exposure.

Measured share of task coverage in Anthropic's research framework, not the percentage of workers replaced.

Top 10 rankings use the original Anthropic occupation CSV ↗. All values are research scores from a defined methodology, not a current workforce census.

EXTENDED EXPLORER

50 documented occupations.

The 10 highest-exposure occupations plus 40 additional selected examples. The latter are not claimed to be the dataset's global ranks 11–50.

OCCUPATIONEXPOSURE COVERAGE
50 occupationsView complete original dataset ↗
WHAT THE CHART DOES NOT MEAN

No guaranteed job losses.

These estimates reflect tasks and observed Claude usage, weighted by mode of use. A high score doesn't establish that an entire occupation is automated—or that jobs, wages or hiring have changed because of AI.

Understand the method →