Dining Room and Cafeteria Attendants and Bartender Helpers vs Cooks, Fast Food AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Dining Room and Cafeteria Attendants and Bartender Helpers

42 shared · 3 different

core competencies

medium risk

Cooks, Fast Food

Side-by-Side Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers leads 5–0

Metric	Dining Room and Cafeteria Attendants and Bartender Helpers	Cooks, Fast Food
Risk Score	34.0%	46.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	62th	93th
Tasks at Risk (>50%)	4 / 15	12 / 15
Median Salary	$32,670	$30,160
Employment	522K	668K

Skill Comparison

Sorted by largest difference

Extent Flexibility

Multilimb Coordination

Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Cooks, Fast Food

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.

Cooks, Fast Food

12 of 15 at risk

88%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 -$2,510(-8%) vs Dining Room and Cafeteria Attendants and Bartender Helpers

Dining Room and Cafeteria Attendants and Bartender HelpersCooks, Fast Food

10th

$22,260$22,370

25th

$27,830$26,540

Median

$32,670$30,160

75th

$36,880$35,710

90th

$46,380$38,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers2028–2035

Cooks, Fast Food2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Dining Room and Cafeteria Attendants and Bartender Helpers offers $5,354 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Dining

Unique to Cooks,

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Regulatory Barriers

Creativity

Dining Room and Cafeteria Attendants and Bartender HelpersCooks, Fast Food

Find transitions from Dining Room and Cafeteria Attendants and Bartender Helpers Find transitions from Cooks, Fast Food