low risk
Cooks, Private Householdvs
45 shared · 14 different
core competencies
medium risk
Cooks, Short OrderSide-by-Side Comparison
Cooks, Private Household leads 5–0| Metric | Cooks, Private Household | Cooks, Short Order |
|---|---|---|
| Risk Score | 23.5% | 33.8% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 15th | 61th |
| Tasks at Risk (>50%) | 4 / 13 | 5 / 11 |
| Median Salary | $44,530 | $35,620 |
| Employment | 900 | 150K |
Skill Comparison
|
Sorted by largest difference
Establishing and Maintaining Interpersonal Relationships
Customer and Personal Service
Sales and Marketing
Processing Information
Monitoring and Controlling Resources
Organizing, Planning, and Prioritizing Work
Performing Administrative Activities
Communicating with Supervisors, Peers, or Subordinates
Management of Material Resources
Fluency of Ideas
Administration and Management
Originality
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Private Household
27%
total discount
Cooks, Short Order
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Cooks, Private Household
4 of 13 at risk85%Keep records pertaining to menus, finances, and other business-related issues.
73%Shop for or order food and kitchen supplies and equipment.
59%Plan menus according to employers' needs and diet restrictions.
55%Create and explore new cuisines.
47%Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.
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 -$8,910(-20%) vs Cooks, Private Household
Cooks, Private HouseholdCooks, Short Order
10th
$38,240$23,770
25th
$42,800$30,160
Median
$44,530$35,620
75th
$47,150$39,990
90th
$92,480$46,010
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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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