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
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Cooks, Private Household2028–2035
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop2028–2035
20242030203520402045
Cooks, Private Household has a longer runway before significant displacement, projected 0 years later than Counter Attendants, Cafeteria, Food Concession, and Coffee Shop.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Cooks,
0
Unique to Counter
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Cooks, Private HouseholdCounter Attendants, Cafeteria, Food Concession, and Coffee Shop