Rankings
Curated views into the data. Each list slices differently to surface distinct insights while the global baseline remains the comparable spine.
All Rankings
Most Exposed to AI
25Top 25 occupations by AI exposure rank
View ranking →Augmentation-Led Pathway
25Occupations assigned to the V8 augmentation-led-growth pathway
View ranking →High Exposure + In Demand
Occupations with significant AI overlap that are still on shortage or in-demand lists
View ranking →AIOE vs Anthropic Usage
25Largest percentile gaps between two source-specific exposure and usage measures
View ranking →High-Paying, Lower Exposure
25Lower AI Exposure Ranks with above-median wages
View ranking →Best Transitions
25Higher-exposure occupations with the best transition paths to less-exposed alternatives
View ranking →High Exposure, Fewer Career Moves
Higher-exposure occupations with weaker adjacent transition matches
View ranking →High-Paying and AI-Exposed
25Highest-paid occupations with higher AI Exposure Ranks
View ranking →Quarterly Movers
Occupations that changed exposure bands since the last quarterly snapshot
View ranking →