low risk
Cooks, Private Householdvs
31 shared · 15 different
core competencies
low risk
Manicurists and PedicuristsSide-by-Side Comparison
Manicurists and Pedicurists leads 4–1| Metric | Cooks, Private Household | Manicurists and Pedicurists |
|---|---|---|
| Risk Score | 23.5% | 21.6% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 15th | 10th |
| Tasks at Risk (>50%) | 4 / 13 | 2 / 15 |
| Median Salary | $44,530 | $34,660 |
| Employment | 900 | 148K |
Skill Comparison
|
Sorted by largest difference
Organizing, Planning, and Prioritizing Work
Monitoring and Controlling Resources
Getting Information
Customer and Personal Service
Sales and Marketing
Handling and Moving Objects
Multilimb Coordination
Fluency of Ideas
Administration and Management
Thinking Creatively
Originality
Estimating the Quantifiable Characteristics of Products, Events, or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Private Household
27%
total discount
Manicurists and Pedicurists
23%
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.
Manicurists and Pedicurists
2 of 15 at risk87%Maintain supply inventories and records of client services.
87%Schedule client appointments and accept payments.
45%Clean and sanitize tools and work environment.
41%Remove previously applied nail polish, using liquid remover and swabs.
39%Prepare customers' nails in soapy water, using swabs, files, and orange sticks.
Wage Comparison
Manicurists and Pedicurists earns -$9,870(-22%) vs Cooks, Private Household
Cooks, Private HouseholdManicurists and Pedicurists
10th
$38,240$27,910
25th
$42,800$31,510
Median
$44,530$34,660
75th
$47,150$37,660
90th
$92,480$47,990
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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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