Side-by-Side Comparison
Shampooers leads 4–1| Metric | Shampooers | Food Servers, Nonrestaurant |
|---|---|---|
| Risk Score | 17.7% | 44.0% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 3th | 90th |
| Tasks at Risk (>50%) | 2 / 9 | 7 / 14 |
| Median Salary | $31,470 | $34,460 |
| Employment | 9K | 272K |
Skill Comparison
|
Sorted by largest difference
Customer and Personal Service
Performing for or Working Directly with the Public
Monitor Processes, Materials, or Surroundings
Communicating with Supervisors, Peers, or Subordinates
Protective Factors
Higher values indicate stronger protection against AI displacement
Shampooers
25%
total discount
Food Servers, Nonrestaurant
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Food Servers, Nonrestaurant
7 of 14 at risk88%Total checks, present them to customers, and accept payment for services.
87%Take food orders and relay orders to kitchens or serving counters so they can be filled.
87%Record amounts and types of special food items served to customers.
77%Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.
77%Monitor food preparation or serving techniques to ensure that proper procedures are followed.
Wage Comparison
Food Servers, Nonrestaurant earns +$2,990(+10%) vs Shampooers
ShampooersFood Servers, Nonrestaurant
10th
$22,880$26,590
25th
$27,390$29,800
Median
$31,470$34,460
75th
$35,610$37,550
90th
$35,970$44,770
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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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