Get a data-driven AI exposure score for your role — and see which skills and paths are most resilient.
A live view of where automation risk is shifting — updated weekly.
We translate roles into task-level activity data, not just job titles.
Each task is weighted by automation susceptibility and AI capability.
We highlight risk, resilience, and safer career paths.
We’re building a cleaner path through remote job intent: role guides that weigh AI risk, remote suitability, and whether a work-from-home path looks durable or fragile.
Explore job risks, see safer paths, and read analysis on how automation is shifting work.