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
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Shampooers2028–2035
Food Servers, Nonrestaurant2028–2035
20242030203520402045
Shampooers has a longer runway before significant displacement, projected 0 years later than Food Servers, Nonrestaurant.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Shampooers
$25,912
from $31,470
Food Servers, Nonrestaurant
$19,294
from $34,460
After adjusting for AI risk, Shampooers offers $6,618 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Shampooers
0
Unique to Food
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Social Intelligence
Decision Complexity
Fine Manipulation
Regulatory Barriers
ShampooersFood Servers, Nonrestaurant