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
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Skincare Specialists2028–2035
Shampooers2028–2035
20242030203520402045
Shampooers has a longer runway before significant displacement, projected 0 years later than Skincare Specialists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Skincare Specialists
$31,989
from $41,560
Shampooers
$25,912
from $31,470
After adjusting for AI risk, Skincare Specialists offers $6,076 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Skincare
0
Unique to Shampooers
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Decision Complexity
Regulatory Barriers
Fine Manipulation
Skincare SpecialistsShampooers