low risk
Cooks, Private Householdvs
40 shared · 13 different
core competencies
Side-by-Side Comparison
Cooks, Private Household leads 4–0| Metric | Cooks, Private Household | Counter Attendants, Cafeteria, Food Concession, and Coffee Shop |
|---|---|---|
| Risk Score | 23.5% | 46.9% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 15th | 94th |
| Tasks at Risk (>50%) | 4 / 13 | 9 / 15 |
| Median Salary | $44,530 | N/A |
| Employment | 900 | N/A |
Skill Comparison
|
Sorted by largest difference
Organizing, Planning, and Prioritizing Work
Thinking Creatively
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
Monitoring and Controlling Resources
Getting Information
Updating and Using Relevant Knowledge
Performing General Physical Activities
Public Safety and Security
Estimating the Quantifiable Characteristics of Products, Events, or Information
Administration and Management
Monitor Processes, Materials, or Surroundings
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Private Household
27%
total discount
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
25%
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.
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
9 of 15 at risk87%Prepare bills for food, using cash registers, calculators, or adding machines, and accept payment or make change.
87%Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders.
87%Balance receipts and payments in cash registers.
86%Order items needed to replenish supplies.
61%Brew coffee and tea, and fill containers with requested beverages.
Wage Comparison
Cooks, Private HouseholdCounter Attendants, Cafeteria, Food Concession, and Coffee Shop
10th
$38,240N/A
25th
$42,800N/A
Median
$44,530N/A
75th
$47,150N/A
90th
$92,480N/A
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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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