Global Risk Index 2026
The definitive guide to AI's impact across industries. Ranked by routine density, creativity requirements, and human interaction necessity.
3,083 occupations analyzed
These jobs are routine, repetitive, rule-based, or predictable. Takeover probability: 70% – 95%.
PATTERN: If the job = rules + repetition + low creativity → high risk
Roles where AI becomes a co-pilot, enhancing productivity rather than full replacement. Takeover probability: 40% – 70%.
PATTERN: AI becomes a co-pilot, not a replacement
Roles requiring deep human interaction, creativity, physical presence, ethics, or leadership. Takeover probability: 10% – 40%.
PATTERN: High human interaction + creativity + leadership = Low Risk