Cooks, Short Order vs Food Servers, Nonrestaurant AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Short Order

41 shared · 3 different

core competencies

medium risk

Food Servers, Nonrestaurant

Side-by-Side Comparison

Cooks, Short Order leads 5–0

Metric	Cooks, Short Order	Food Servers, Nonrestaurant
Risk Score	33.8%	44.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	61th	90th
Tasks at Risk (>50%)	5 / 11	7 / 14
Median Salary	$35,620	$34,460
Employment	150K	272K

Skill Comparison

Sorted by largest difference

Monitor Processes, Materials, or Surroundings

Time Sharing

Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Short Order

27%

total discount

Food Servers, Nonrestaurant

23%

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.

Food Servers, Nonrestaurant

7 of 14 at risk

88%Total checks, present them to customers, and accept payment for services.

87%Take food orders and relay orders to kitchens or serving counters so they can be filled.

87%Record amounts and types of special food items served to customers.

77%Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.

77%Monitor food preparation or serving techniques to ensure that proper procedures are followed.

Wage Comparison

Food Servers, Nonrestaurant earns -$1,160(-3%) vs Cooks, Short Order

Cooks, Short OrderFood Servers, Nonrestaurant

10th

$23,770$26,590

25th

$30,160$29,800

Median

$35,620$34,460

75th

$39,990$37,550

90th

$46,010$44,770

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Short Order2028–2035

Food Servers, Nonrestaurant2028–2035

20242030203520402045

Cooks, Short Order has a longer runway before significant displacement, projected 0 years later than Food Servers, Nonrestaurant.

Risk-Adjusted Salary

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

Cooks, Short Order

$23,584

from $35,620

Food Servers, Nonrestaurant

$19,294

from $34,460

After adjusting for AI risk, Cooks, Short Order offers $4,290 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Unique to Food

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Cooks, Short OrderFood Servers, Nonrestaurant

Find transitions from Cooks, Short Order Find transitions from Food Servers, Nonrestaurant