Cooks, Restaurant vs Cooks, Institution and Cafeteria AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Restaurant

59 shared · 5 different

core competencies

medium risk

Cooks, Institution and Cafeteria

Side-by-Side Comparison

Cooks, Restaurant leads 5–0

Metric	Cooks, Restaurant	Cooks, Institution and Cafeteria
Risk Score	31.6%	39.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	48th	80th
Tasks at Risk (>50%)	5 / 15	9 / 15
Median Salary	$36,830	$36,450
Employment	1.5M	448K

Skill Comparison

Sorted by largest difference

Food Production

English Language

Establishing and Maintaining Interpersonal Relationships

Developing Objectives and Strategies

Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Restaurant

28%

total discount

Cooks, Institution and Cafeteria

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Restaurant

5 of 15 at risk

86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.

77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.

71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.

59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.

58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

Cooks, Institution and Cafeteria

9 of 15 at risk

87%Compile and maintain records of food use and expenditures.

86%Monitor use of government food commodities to ensure that proper procedures are followed.

86%Monitor menus and spending to ensure that meals are prepared economically.

80%Monitor and record food temperatures to ensure safety of food.

78%Take inventory of supplies and equipment.

Wage Comparison

Cooks, Institution and Cafeteria earns -$380(-1%) vs Cooks, Restaurant

Cooks, RestaurantCooks, Institution and Cafeteria

10th

$28,010$26,800

25th

$31,310$30,530

Median

$36,830$36,450

75th

$43,610$42,860

90th

$47,340$48,320

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Restaurant2028–2035

Cooks, Institution and Cafeteria2028–2035

20242030203520402045

Cooks, Restaurant has a longer runway before significant displacement, projected 0 years later than Cooks, Institution and Cafeteria.

Risk-Adjusted Salary

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

Cooks, Restaurant

$25,192

from $36,830

Cooks, Institution and Cafeteria

$21,950

from $36,450

After adjusting for AI risk, Cooks, Restaurant offers $3,242 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Fine Manipulation

Decision Complexity

Cooks, RestaurantCooks, Institution and Cafeteria

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