Verdict
Cooks, Fast Food and Cooks, Restaurant are effectively tied on AI exposure (28 vs 28). Choose on pay, interest and entry cost — not on automation risk.
Food Service
28 /100
Fast food cooking is physical, high-throughput, and increasingly assisted by robotics — but human operators remain essential.
Full risk profile →Food Service
28 /100
Restaurant cooking is skilled craft work; AI can automate ordering and records but not the heat, timing, and technique.
Full risk profile →| Metric | Cooks, Fast Food | Cooks, Restaurant |
|---|---|---|
| AI Fear Score | 28/100 | 28/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 28% | 28% |
| LLM task exposure | 28% | 28% |
| Median pay (BLS) | $30,160 | $36,830 |
| US workers | 668,230 | 1,452,130 |
| Timeline | Burger-flipping robots and automated fryers are entering high-volume chains now; by 2030, robot-assisted kitchens will be common but will still require human operators, cleaners, and quality supervisors. | AI-powered ordering and cost-analysis tools are becoming standard in restaurant management; by 2028, skilled cooks will focus more on creative execution as routine logistics become automated. |
For long-tail occupations the two research anchors share a single AI-reviewed exposure estimate — see the methodology.
The usual pivots that reuse your experience while cutting exposure: Sous Chef, Executive Chef, Food and Beverage Manager. See the full plan →
They're effectively tied: Cooks, Fast Food scores 28/100 and Cooks, Restaurant scores 28/100 on our AI exposure scale.
Cooks, Restaurant pays more at the median: $36,830 vs $30,160 (BLS May 2024).
Scores are estimates, not predictions — two research anchors applied to task mixes, with BLS May-2024 wages and employment. Not career advice.