Side-by-Side Comparison
Cooks, Short Order leads 5–0| Metric | Cooks, Fast Food | Cooks, Short Order |
|---|---|---|
| Risk Score | 46.3% | 33.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 61th |
| Tasks at Risk (>50%) | 12 / 15 | 5 / 11 |
| Median Salary | $30,160 | $35,620 |
| Employment | 668K | 150K |
Skill Comparison
|
Sorted by largest difference
Establishing and Maintaining Interpersonal Relationships
Performing for or Working Directly with the Public
Training and Teaching Others
Communicating with Persons Outside Organization
Production and Processing
Monitor Processes, Materials, or Surroundings
Finger Dexterity
Communicating with Supervisors, Peers, or Subordinates
Time Management
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Fast Food
23%
total discount
Cooks, Short Order
27%
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, Short Order
5 of 11 at risk88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.
Wage Comparison
Cooks, Short Order earns +$5,460(+18%) vs Cooks, Fast Food
Cooks, Fast FoodCooks, Short Order
10th
$22,370$23,770
25th
$26,540$30,160
Median
$30,160$35,620
75th
$35,710$39,990
90th
$38,980$46,010
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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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