Rankings
Curated views into the data. Each list slices differently to surface distinct insights while the global baseline remains the comparable spine.
All Rankings
Highest Risk
25Top 25 occupations by net displacement risk score
View ranking →Augmented
25Roles where AI augments rather than replaces — high exposure + strong human bottlenecks
View ranking →High Exposure + In Demand
Occupations with significant AI overlap that are still on shortage or in-demand lists
View ranking →High Risk but In-Demand
Occupations with high displacement risk that still appear on official demand lists
View ranking →Theory vs Practice
25Biggest gaps between theoretical AI exposure and observed AI usage from Anthropic data
View ranking →Safest High-Paying
25Low displacement risk with above-median wages — the sweet spot
View ranking →Best Transitions
25Highest-risk occupations with the best transition paths to lower-risk alternatives
View ranking →Rich and Risky
25Highest-paid occupations facing high AI displacement risk (30%+)
View ranking →Quarterly Movers
Occupations that changed risk bands since the last quarterly snapshot
View ranking →Top 5 Highest Risk
Preview of the highest displacement risk scores
See full list →Top 5 Augmented
Roles where AI augments rather than replaces
See full list →Top 5 Safest High-Paying
Low displacement risk with above-median wages
See full list →