Food Servers, Nonrestaurant vs Cooks, Short Order AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Food Servers, Nonrestaurant

41 shared · 3 different

core competencies

medium risk

Cooks, Short Order

Side-by-Side Comparison

Cooks, Short Order leads 5–0

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

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

Food Servers, Nonrestaurant

23%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

Food Servers, NonrestaurantCooks, Short Order

10th

$26,590$23,770

25th

$29,800$30,160

Median

$34,460$35,620

75th

$37,550$39,990

90th

$44,770$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Servers, Nonrestaurant2028–2035

Cooks, Short Order2028–2035

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%)

Food Servers, Nonrestaurant

$19,294

from $34,460

Cooks, Short Order

$23,584

from $35,620

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 Food

Unique to Cooks,

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Food Servers, NonrestaurantCooks, Short Order

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