The professions everyone is checking.
Compare AI exposure across entire fields.
Family pages group related professions into crawlable research hubs: average exposure, resilience, salary signals, highest-risk roles, and links to every detailed occupation report.
Computer & Math
Software, data, security, QA, DevOps, and technical careers shaped by code generation and AI-assisted engineering.
Business & Finance
Accounting, finance, underwriting, analysis, advisory, and risk roles where data-heavy workflows are changing quickly.
Healthcare
Clinical and care professions where documentation is increasingly automated, while bedside judgment remains durable.
Legal
Legal research, document review, contracts, compliance, and advocacy work ranked by task-level AI exposure.
Arts & Design
Design, writing, video, journalism, and creative careers where generative AI is reshaping production workflows.
Business
Product, project, operations, recruiting, HR, and sales roles where AI automates admin but not leadership.
Three steps from job title to game plan.
We don't score jobs. We score the ~30 tasks inside each job — then aggregate, weight by time-spent, and project forward against current model capabilities.
Built on the same datasets economists use.
We combine the U.S. Bureau of Labor Statistics task taxonomy, Anthropic's task-level capability research, OpenAI's GPT-exposure paper, and a continuously-updated capability matrix benchmarked against frontier models.