Task-by-Task Analysis
Here's how AI might impact each core task of a chef:
Prepare food45% automatable
Create menus35% automatable
Manage kitchen staff25% automatable
Ensure quality30% automatable
Live Risk Signals
Real-time factors affecting this job's automation risk score:
-1%
employment
+0.9% employment change year-over-year
Risk scores update automatically based on news, layoffs, employment trends, and AI capability announcements.
Score Breakdown
Base Risk (O*NET Research)35%
Employment Trends (BLS)-1%
Final Score34%
Risk Trend (90 Days)
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AI Tools Threatening This Role
Robot cooks
Automated prep
AI recipe generation
What AI Cannot Replace
Fine dining
Menu creation
Team leadership
Quality control
How to Future-Proof Your Career
Culinary certifications
Restaurant management
Specialty cuisines
Food science
Key Skills for This Role
Culinary SkillsCreativityLeadership
Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Risk scores are updated daily using our proprietary algorithm. Last updated: February 2026.
Analysis by AI Crisis Research Team.