low risk
Cooks, Private Householdvs
45 shared · 11 different
core competencies
medium risk
Library TechniciansSide-by-Side Comparison
Cooks, Private Household leads 5–0| Metric | Cooks, Private Household | Library Technicians |
|---|---|---|
| Risk Score | 23.5% | 39.4% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 15th | 79th |
| Tasks at Risk (>50%) | 4 / 13 | 5 / 15 |
| Median Salary | $44,530 | $39,970 |
| Employment | 900 | 74K |
Skill Comparison
|
Sorted by largest difference
Communicating with Supervisors, Peers, or Subordinates
Interacting With Computers
Monitoring and Controlling Resources
Administration and Management
Education and Training
Processing Information
Fluency of Ideas
Clerical
Documenting/Recording Information
Reading ComprehensionAI-Vulnerable
Manual DexterityAI-Resistant
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Private Household
27%
total discount
Library Technicians
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.
Library Technicians
5 of 15 at risk87%Reserve, circulate, renew, and discharge books and other materials.
87%Enter and update patrons' records on computers.
87%Compile and maintain records relating to circulation, materials, and equipment.
86%Process interlibrary loans for patrons.
84%Issue identification cards to borrowers.
Wage Comparison
Library Technicians earns -$4,560(-10%) vs Cooks, Private Household
Cooks, Private HouseholdLibrary Technicians
10th
$38,240$27,890
25th
$42,800$33,510
Median
$44,530$39,970
75th
$47,150$49,740
90th
$92,480$60,960
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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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