Research · Insights
Insights from the 88-occupation research
Short, citable notes drawn only from published JR research — the AI Job Risk Index tiers (15 high / 51 moderate / 22 low = 88) and the per-role task pages behind them.
These pages do not invent percentages, testimonials, or unpublished trends. If a claim is not in the Index or a linked role page, it is not here.
How the 88 occupations sort into AI exposure tiers15 high · 51 moderate · 22 low — definitions and example roles
Durable skills patterns across researched rolesWhat tends to stay human when execution automates — from published task breakdowns
Role transition signals in the career graphHigh-intent pivots JR publishes only where both sides of the move have supporting pages
Also: AI Job Risk Index · jobs most & least affected · AI-resilient careers · how scoring works.
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Role pages describe occupations. Your free AI Exposure Score is task-level for your actual work.
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