medium risk
Cooks, Fast Foodvs
46 shared · 9 different
core competencies
medium risk
Cooks, Institution and CafeteriaSide-by-Side Comparison
Cooks, Institution and Cafeteria leads 5–0| Metric | Cooks, Fast Food | Cooks, Institution and Cafeteria |
|---|---|---|
| Risk Score | 46.3% | 39.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 80th |
| Tasks at Risk (>50%) | 12 / 15 | 9 / 15 |
| Median Salary | $30,160 | $36,450 |
| Employment | 668K | 448K |
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, Fast Food
23%
total discount
Cooks, Institution and Cafeteria
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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 +$6,290(+21%) vs Cooks, Fast Food
Cooks, Fast FoodCooks, Institution and Cafeteria
10th
$22,370$26,800
25th
$26,540$30,530
Median
$30,160$36,450
75th
$35,710$42,860
90th
$38,980$48,320
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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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