Office Machine Operators, Except Computer vs Cooks, Short Order AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Office Machine Operators, Except Computer

42 shared · 9 different

core competencies

medium risk

Cooks, Short Order

Side-by-Side Comparison

Cooks, Short Order leads 3–1

Metric	Office Machine Operators, Except Computer	Cooks, Short Order
Risk Score	39.8%	33.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	80th	61th
Tasks at Risk (>50%)	5 / 15	5 / 11
Median Salary	$39,020	$35,620
Employment	25K	150K

Skill Comparison

Sorted by largest difference

Identifying Objects, Actions, and Events

Interacting With Computers

English Language

Computers and Electronics

Establishing and Maintaining Interpersonal Relationships

Operation Monitoring

Evaluating Information to Determine Compliance with Standards

Performing for or Working Directly with the Public

Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Office Machine Operators, Except Computer

24%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Office Machine Operators, Except Computer

5 of 15 at risk

87%Complete records of production, including work volumes and outputs, materials used, and any backlogs.

87%Maintain stock of supplies, and requisition any needed items.

86%Read job orders to determine the type of work to be done, the quantities to be produced, and the materials needed.

86%File and store completed documents.

71%Compute prices for services and receive payment, or provide supervisors with billing information.

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 -$3,400(-9%) vs Office Machine Operators, Except Computer

Office Machine Operators, Except ComputerCooks, Short Order

10th

$29,850$23,770

25th

$34,420$30,160

Median

$39,020$35,620

75th

$46,680$39,990

90th

$56,340$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Office Machine Operators, Except Computer2028–2035

Cooks, Short Order2028–2035

20242030203520402045

Cooks, Short Order has a longer runway before significant displacement, projected 0 years later than Office Machine Operators, Except Computer.

Risk-Adjusted Salary

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

Office Machine Operators, Except Computer

$23,506

from $39,020

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Cooks, Short Order offers $78 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Office

Unique to Cooks,

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Office Machine Operators, Except ComputerCooks, Short Order

Find transitions from Office Machine Operators, Except Computer Find transitions from Cooks, Short Order