medium risk
Cooks, Restaurantvs
51 shared · 6 different
core competencies
medium risk
Food Preparation WorkersSide-by-Side Comparison
Cooks, Restaurant leads 5–0| Metric | Cooks, Restaurant | Food Preparation Workers |
|---|---|---|
| Risk Score | 31.6% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 48th | 71th |
| Tasks at Risk (>50%) | 5 / 15 | 7 / 15 |
| Median Salary | $36,830 | $34,220 |
| Employment | 1.5M | 889K |
Skill Comparison
|
Sorted by largest difference
Food Production
Establishing and Maintaining Interpersonal Relationships
Customer and Personal Service
Perceptual Speed
Monitor Processes, Materials, or Surroundings
English Language
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Restaurant
28%
total discount
Food Preparation Workers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Cooks, Restaurant
5 of 15 at risk86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.
77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.
71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.
59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.
Food Preparation Workers
7 of 15 at risk88%Take and record temperature of food and food storage areas, such as refrigerators and freezers.
87%Operate cash register, handle money, and give correct change.
64%Keep records of the quantities of food used.
59%Vacuum dining area and sweep and mop kitchen floor.
57%Distribute food to waiters and waitresses to serve to customers.
Wage Comparison
Food Preparation Workers earns -$2,610(-7%) vs Cooks, Restaurant
Cooks, RestaurantFood Preparation Workers
10th
$28,010$23,490
25th
$31,310$28,740
Median
$36,830$34,220
75th
$43,610$37,540
90th
$47,340$44,260
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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