Takeover Tracker
vs

32 shared · 8 different

core competencies

Side-by-Side Comparison

MetricDining Room and Cafeteria Attendants and Bartender HelpersFood Servers, Nonrestaurant
Risk Score34.0%44.0%
Risk TierMedium RiskMedium Risk
Risk Percentile62th90th
Tasks at Risk (>50%)4 / 157 / 14
Median Salary$32,670$34,460
Employment522K272K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Identifying Objects, Actions, and Events
Trunk Strength
Manual DexterityAI-Resistant
Extent Flexibility
Resolving Conflicts and Negotiating with Others
Static Strength
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Food Servers, Nonrestaurant

23%

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.

Food Servers, Nonrestaurant

7 of 14 at risk
88%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 +$1,790(+5%) vs Dining Room and Cafeteria Attendants and Bartender Helpers
Dining Room and Cafeteria Attendants and Bartender HelpersFood Servers, Nonrestaurant
10th
$22,260$26,590
25th
$27,830$29,800
Median
$32,670$34,460
75th
$36,880$37,550
90th
$46,380$44,770

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers20282035
Food Servers, Nonrestaurant20282035
20242030203520402045

Dining Room and Cafeteria Attendants and Bartender Helpers 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%)

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

Food Servers, Nonrestaurant

$19,294

from $34,460

After adjusting for AI risk, Dining Room and Cafeteria Attendants and Bartender Helpers offers $2,271 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Dining

0

Unique to Food

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
Dining Room and Cafeteria Attendants and Bartender HelpersFood Servers, Nonrestaurant