medium risk
Cooks, Institution and Cafeteriavs
46 shared · 9 different
core competencies
medium risk
Cooks, Fast FoodSide-by-Side Comparison
Cooks, Institution and Cafeteria leads 5–0| Metric | Cooks, Institution and Cafeteria | Cooks, Fast Food |
|---|---|---|
| Risk Score | 39.8% | 46.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 80th | 93th |
| Tasks at Risk (>50%) | 9 / 15 | 12 / 15 |
| Median Salary | $36,450 | $30,160 |
| Employment | 448K | 668K |
Skill Comparison
|
Sorted by largest difference
Inspecting Equipment, Structures, or Material
Time Management
MonitoringAI-Augmented
Customer and Personal Service
Training and Teaching Others
Quality Control Analysis
Complex Problem SolvingAI-Resistant
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Institution and Cafeteria
28%
total discount
Cooks, Fast Food
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Cooks, Fast Food
12 of 15 at risk88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Wage Comparison
Cooks, Fast Food earns -$6,290(-17%) vs Cooks, Institution and Cafeteria
Cooks, Institution and CafeteriaCooks, Fast Food
10th
$26,800$22,370
25th
$30,530$26,540
Median
$36,450$30,160
75th
$42,860$35,710
90th
$48,320$38,980
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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