Takeover Tracker

vs

28 shared · 10 different

core competencies

18%low risk
Shampooers

Side-by-Side Comparison

MetricDining Room and Cafeteria Attendants and Bartender HelpersShampooers
Risk Score34.0%17.7%
Risk TierMedium RiskLow Risk
Risk Percentile62th3th
Tasks at Risk (>50%)4 / 152 / 9
Median Salary$32,670$31,470
Employment522K9K

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Sales and Marketing
Customer and Personal Service
Static Strength
Getting Information
Handling and Moving Objects
Stamina
Multilimb Coordination
Judging the Qualities of Things, Services, or People
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Shampooers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Dining Room and Cafeteria Attendants and Bartender Helpers

4 of 15 at risk
86%Run cash registers.
61%Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.
61%Carry trays from food counters to tables for cafeteria patrons.
61%Mix and prepare flavors for mixed drinks.
47%Serve ice water, coffee, rolls, or butter to patrons.

Shampooers

2 of 9 at risk
86%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 -$1,200(-4%) vs Dining Room and Cafeteria Attendants and Bartender Helpers
Dining Room and Cafeteria Attendants and Bartender HelpersShampooers
10th
$22,260$22,880
25th
$27,830$27,390
Median
$32,670$31,470
75th
$36,880$35,610
90th
$46,380$35,970

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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Dining Room and Cafeteria Attendants and Bartender Helpers: Not yetShampooers: Not yet