Side-by-Side Comparison
Shampooers leads 5–0| Metric | Shampooers | Cooks, Fast Food |
|---|---|---|
| Risk Score | 17.7% | 46.3% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 3th | 93th |
| Tasks at Risk (>50%) | 2 / 9 | 12 / 15 |
| Median Salary | $31,470 | $30,160 |
| Employment | 9K | 668K |
Skill Comparison
|
Sorted by largest difference
English Language
Customer and Personal Service
Identifying Objects, Actions, and Events
Sales and Marketing
Training and Teaching Others
Monitor Processes, Materials, or Surroundings
Evaluating Information to Determine Compliance with Standards
Protective Factors
Higher values indicate stronger protection against AI displacement
Shampooers
25%
total discount
Cooks, Fast Food
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.
Cooks, Fast Food
12 of 15 at risk88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Wage Comparison
Cooks, Fast Food earns -$1,310(-4%) vs Shampooers
ShampooersCooks, Fast Food
10th
$22,880$22,370
25th
$27,390$26,540
Median
$31,470$30,160
75th
$35,610$35,710
90th
$35,970$38,980
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Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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