AI Job Risk by Country

A country's exposure to AI is mostly a story about what its people actually do for work. Economies weighted toward office and back-office roles face faster automation pressure than those anchored in physical, field, or care work.

Nations with large clerical, financial, and business-process sectors, including outsourcing-heavy labor markets, tend to score higher, because that work is text- and rule-based. Economies built on manufacturing, resources, construction, hospitality, and hands-on services hold up better, since much of that work resists automation regardless of how capable models become.

The ranking below compares average AI risk across major economies. Treat a single national number as a broad signal, not a full picture: every country contains both highly exposed office work and durable physical or accountable work. Open a country to see the labor-market mix behind its score.