Country-level automation pressure scores built from Oxford Insights AI Readiness, World Bank employment data, and UNDP education indices — across 127 countries.
Drag to spin the globe. Hover or tap a country to see scores. Colour = average automation risk across all 427 professions.
Oxford Insights Government AI Readiness Index — higher score = greater structural readiness for AI-driven automation. Source of the ai_adoption_index in the automation formula.
A Software Developer faces 24% risk in the US but 43% in India. The Deep Index unlocks every profession × country combination.