medium risk
Food Preparation Workersvs
53 shared · 6 different
core competencies
medium risk
Cooks, Institution and CafeteriaSide-by-Side Comparison
Food Preparation Workers leads 4–1| Metric | Food Preparation Workers | Cooks, Institution and Cafeteria |
|---|---|---|
| Risk Score | 36.7% | 39.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 71th | 80th |
| Tasks at Risk (>50%) | 7 / 15 | 9 / 15 |
| Median Salary | $34,220 | $36,450 |
| Employment | 889K | 448K |
Skill Comparison
|
Sorted by largest difference
Administration and Management
Time Sharing
Management of Personnel Resources
Customer and Personal Service
Scheduling Work and Activities
MonitoringAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Preparation Workers
26%
total discount
Cooks, Institution and Cafeteria
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Cooks, Institution and Cafeteria
9 of 15 at risk87%Compile and maintain records of food use and expenditures.
86%Monitor use of government food commodities to ensure that proper procedures are followed.
86%Monitor menus and spending to ensure that meals are prepared economically.
80%Monitor and record food temperatures to ensure safety of food.
78%Take inventory of supplies and equipment.
Wage Comparison
Cooks, Institution and Cafeteria earns +$2,230(+7%) vs Food Preparation Workers
Food Preparation WorkersCooks, Institution and Cafeteria
10th
$23,490$26,800
25th
$28,740$30,530
Median
$34,220$36,450
75th
$37,540$42,860
90th
$44,260$48,320
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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