Side-by-Side Comparison
Shampooers leads 4–1| Metric | Skincare Specialists | Shampooers |
|---|---|---|
| Risk Score | 23.0% | 17.7% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 14th | 3th |
| Tasks at Risk (>50%) | 4 / 15 | 2 / 9 |
| Median Salary | $41,560 | $31,470 |
| Employment | 70K | 9K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Communicating with Supervisors, Peers, or Subordinates
Thinking Creatively
Handling and Moving Objects
Assisting and Caring for Others
Selling or Influencing Others
Oral Comprehension
Establishing and Maintaining Interpersonal Relationships
Oral Expression
Provide Consultation and Advice to Others
Near Vision
Active LearningAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Skincare Specialists
30%
total discount
Shampooers
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Skincare Specialists
4 of 15 at risk86%Keep records of client needs and preferences and the services provided.
59%Stay abreast of latest industry trends, products, research, and treatments.
56%Examine clients' skin, using magnifying lamps or visors when necessary, to evaluate skin condition and appearance.
53%Determine which products or colors will improve clients' skin quality and appearance.
43%Sterilize equipment and clean work areas.
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 -$10,090(-24%) vs Skincare Specialists
Skincare SpecialistsShampooers
10th
$27,160$22,880
25th
$34,130$27,390
Median
$41,560$31,470
75th
$55,860$35,610
90th
$77,330$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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