Cooks, Short Order vs Cooks, Institution and Cafeteria AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Short Order

54 shared · 5 different

core competencies

medium risk

Cooks, Institution and Cafeteria

Side-by-Side Comparison

Cooks, Short Order leads 4–1

Metric	Cooks, Short Order	Cooks, Institution and Cafeteria
Risk Score	33.8%	39.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	61th	80th
Tasks at Risk (>50%)	5 / 11	9 / 15
Median Salary	$35,620	$36,450
Employment	150K	448K

Skill Comparison

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships

Inspecting Equipment, Structures, or Material

Food Production

Communicating with Supervisors, Peers, or Subordinates

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Short Order

27%

total discount

Cooks, Institution and Cafeteria

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Short Order

5 of 11 at risk

88%Accept payments, and make change or write charge slips as necessary.

75%Order supplies and stock them on shelves.

74%Plan work on orders so that items served together are finished at the same time.

53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.

51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

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 +$830(+2%) vs Cooks, Short Order

Cooks, Short OrderCooks, Institution and Cafeteria

10th

$23,770$26,800

25th

$30,160$30,530

Median

$35,620$36,450

75th

$39,990$42,860

90th

$46,010$48,320

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Short Order2028–2035

Cooks, Institution and Cafeteria2028–2035

20242030203520402045

Cooks, Short Order 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, Short Order

$23,584

from $35,620

Cooks, Institution and Cafeteria

$21,950

from $36,450

After adjusting for AI risk, Cooks, Short Order offers $1,634 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

Creativity

Regulatory Barriers

Decision Complexity

Cooks, Short OrderCooks, Institution and Cafeteria

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