Side-by-Side Comparison
Shampooers leads 3–1| Metric | Manicurists and Pedicurists | Shampooers |
|---|---|---|
| Risk Score | 21.6% | 17.7% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 10th | 3th |
| Tasks at Risk (>50%) | 2 / 15 | 2 / 9 |
| Median Salary | $34,660 | $31,470 |
| Employment | 148K | 9K |
Skill Comparison
|
Sorted by largest difference
Communicating with Supervisors, Peers, or Subordinates
Customer and Personal Service
English Language
Sales and Marketing
Performing General Physical Activities
Identifying Objects, Actions, and Events
Assisting and Caring for Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Manicurists and Pedicurists
23%
total discount
Shampooers
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Shampooers
2 of 9 at risk86%Maintain treatment records.
61%Sweep hair from the salon floor.
49%Launder and fold the towels that are used for drying customers' hair.
47%Refill and stock work stations with supplies, such as shampoos and conditioners.
36%Treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.
Wage Comparison
Shampooers earns -$3,190(-9%) vs Manicurists and Pedicurists
Manicurists and PedicuristsShampooers
10th
$27,910$22,880
25th
$31,510$27,390
Median
$34,660$31,470
75th
$37,660$35,610
90th
$47,990$35,970
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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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