Dining Room and Cafeteria Attendants and Bartender Helpers vs Food Preparation Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Dining Room and Cafeteria Attendants and Bartender Helpers

41 shared · 8 different

core competencies

medium risk

Food Preparation Workers

Side-by-Side Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers leads 4–1

Metric	Dining Room and Cafeteria Attendants and Bartender Helpers	Food Preparation Workers
Risk Score	34.0%	36.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	62th	71th
Tasks at Risk (>50%)	4 / 15	7 / 15
Median Salary	$32,670	$34,220
Employment	522K	889K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Administration and Management

Establishing and Maintaining Interpersonal Relationships

Scheduling Work and Activities

Coordinating the Work and Activities of Others

English Language

Communicating with Supervisors, Peers, or Subordinates

Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Food Preparation Workers

26%

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 Preparation Workers

7 of 15 at risk

88%Take and record temperature of food and food storage areas, such as refrigerators and freezers.

87%Operate cash register, handle money, and give correct change.

64%Keep records of the quantities of food used.

59%Vacuum dining area and sweep and mop kitchen floor.

57%Distribute food to waiters and waitresses to serve to customers.

Wage Comparison

Food Preparation Workers earns +$1,550(+5%) vs Dining Room and Cafeteria Attendants and Bartender Helpers

Dining Room and Cafeteria Attendants and Bartender HelpersFood Preparation Workers

10th

$22,260$23,490

25th

$27,830$28,740

Median

$32,670$34,220

75th

$36,880$37,540

90th

$46,380$44,260

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers2028–2035

Food Preparation Workers2028–2035

20242030203520402045

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

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 Preparation Workers

$21,654

from $34,220

After adjusting for AI risk, Food Preparation Workers offers $89 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Dining

Unique to Food

Combined Protection Strategy

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

Creativity

Social Intelligence

Regulatory Barriers

Decision Complexity

Dining Room and Cafeteria Attendants and Bartender HelpersFood Preparation Workers

Find transitions from Dining Room and Cafeteria Attendants and Bartender Helpers Find transitions from Food Preparation Workers