Side-by-Side Comparison
Barbers leads 4–1| Metric | Barbers | Manicurists and Pedicurists |
|---|---|---|
| Risk Score | 19.8% | 21.6% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 6th | 10th |
| Tasks at Risk (>50%) | 5 / 15 | 2 / 15 |
| Median Salary | $38,960 | $34,660 |
| Employment | 18K | 148K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Thinking Creatively
Making Decisions and Solving Problems
Handling and Moving Objects
Performing General Physical Activities
Establishing and Maintaining Interpersonal Relationships
Communicating with Persons Outside Organization
Customer and Personal Service
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Assisting and Caring for Others
Scheduling Work and Activities
Protective Factors
Higher values indicate stronger protection against AI displacement
Barbers
28%
total discount
Manicurists and Pedicurists
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Barbers
5 of 15 at risk87%Record services provided on cashiers' tickets or receive payment from customers.
87%Order supplies.
77%Perform clerical and administrative duties such as keeping records, paying bills, and hiring and supervising personnel.
61%Clean work stations and sweep floors.
57%Identify hair problems, using microscopes and testing devices, or by sending clients' hair samples out to independent laboratories for analysis.
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 -$4,300(-11%) vs Barbers
BarbersManicurists and Pedicurists
10th
$27,770$27,910
25th
$32,050$31,510
Median
$38,960$34,660
75th
$59,180$37,660
90th
$78,440$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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