AI Impact on 500+ Jobs — Most Complete Risk Guide 2026
The most comprehensive AI job disruption analysis online. 500+ careers with risk levels, task automation timelines, safe tasks, salary projections, and personalized adaptation strategies.
AI Job Impact Analysis — 500+ Roles With Task-Level Disruption Data
Knowitol's AI Job Impact database covers 500+ roles with task-level disruption analysis, risk scores, salary projections, and adaptation strategies. Each role analysis includes specific tasks at risk of automation, tasks that remain safe, AI tools entering the field, and recommended certifications — more depth than any other free resource.
Browse roles by industry, risk level, or job title. Then check your specific situation with the AI Career Risk calculator or take the Career Adaptability Assessment for a personalized improvement plan.