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

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Fast Food

42 shared · 3 different

core competencies

medium risk

Dining Room and Cafeteria Attendants and Bartender Helpers

Side-by-Side Comparison

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

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

Skill Comparison

Sorted by largest difference

Extent Flexibility

Multilimb Coordination

Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Fast Food

23%

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

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.

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 +$2,510(+8%) vs Cooks, Fast Food

Cooks, Fast FoodDining Room and Cafeteria Attendants and Bartender Helpers

10th

$22,370$22,260

25th

$26,540$27,830

Median

$30,160$32,670

75th

$35,710$36,880

90th

$38,980$46,380

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Fast Food2028–2035

Dining Room and Cafeteria Attendants and Bartender Helpers2028–2035

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%)

Cooks, Fast Food

$16,211

from $30,160

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

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 Cooks,

Unique to Dining

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Regulatory Barriers

Creativity

Cooks, Fast FoodDining Room and Cafeteria Attendants and Bartender Helpers

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