Takeover Tracker
18%low risk
Shampooers
vs

28 shared · 10 different

core competencies

34%medium risk
Dining Room and Cafeteria Attendants and Bartender Helpers

Side-by-Side Comparison

MetricShampooersDining Room and Cafeteria Attendants and Bartender Helpers
Risk Score17.7%34.0%
Risk TierLow RiskMedium Risk
Risk Percentile3th62th
Tasks at Risk (>50%)2 / 94 / 15
Median Salary$31,470$32,670
Employment9K522K

Skill Comparison

|

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

Shampooers

25%

total discount

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers earns +$1,200(+4%) vs Shampooers
ShampooersDining Room and Cafeteria Attendants and Bartender Helpers
10th
$22,880$22,260
25th
$27,390$27,830
Median
$31,470$32,670
75th
$35,610$36,880
90th
$35,970$46,380

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Shampooers2028–2035
Dining Room and Cafeteria Attendants and Bartender Helpers2028–2035
20242030203520402045

Shampooers has a longer runway before significant displacement, projected 0 years later than Dining Room and Cafeteria Attendants and Bartender Helpers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Shampooers

$25,912

from $31,470

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

After adjusting for AI risk, Shampooers offers $4,347 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Shampooers

0

Unique to Dining

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Fine Manipulation
Decision Complexity
Regulatory Barriers
ShampooersDining Room and Cafeteria Attendants and Bartender Helpers
Find transitions from ShampooersFind transitions from Dining Room and Cafeteria Attendants and Bartender Helpers