Your own role
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Request analysis for my roleSee where AI changes the work.
Explore the tasks inside a role and see data-based estimates of how likely AI is to change each one. The estimates describe work change, not whether a job will disappear.
10 reviewed roles · 213 task statements
Example role analysis
Human Resources Specialists
Estimated AI-related work change
45%+
This role is in the 45%+ work-change band, based on the average estimated AI-related change across its analyzed tasks. It is not the share of jobs automated.
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Public occupational data, external AI evidence, visible caveats.
O*NET provides the role and task backbone. Matched public research adds supporting context where the connection is explicit. Role benchmarks stay contextual rather than becoming hidden task claims.