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
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Cooks, Fast Food2028–2035
Cooks, Short Order2028–2035
20242030203520402045
Cooks, Short Order has a longer runway before significant displacement, projected 0 years later than Cooks, Fast Food.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Cooks, Fast Food
$16,211
from $30,160
Cooks, Short Order
$23,584
from $35,620
After adjusting for AI risk, Cooks, Short Order offers $7,373 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Cooks,
0
Unique to Cooks,
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Cooks, Fast FoodCooks, Short Order