Cooks, Institution and Cafeteria vs Office Machine Operators, Except Computer AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Institution and Cafeteria

47 shared · 12 different

core competencies

medium risk

Office Machine Operators, Except Computer

Side-by-Side Comparison

Office Machine Operators, Except Computer leads 4–0

Metric	Cooks, Institution and Cafeteria	Office Machine Operators, Except Computer
Risk Score	39.8%	39.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	80th	80th
Tasks at Risk (>50%)	9 / 15	5 / 15
Median Salary	$36,450	$39,020
Employment	448K	25K

Skill Comparison

Sorted by largest difference

Identifying Objects, Actions, and Events

English Language

Evaluating Information to Determine Compliance with Standards

Inspecting Equipment, Structures, or Material

Assisting and Caring for Others

Performing for or Working Directly with the Public

Interacting With Computers

Computers and Electronics

Performing General Physical Activities

Establishing and Maintaining Interpersonal Relationships

Time Sharing

Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Institution and Cafeteria

28%

total discount

Office Machine Operators, Except Computer

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Office Machine Operators, Except Computer earns +$2,570(+7%) vs Cooks, Institution and Cafeteria

Cooks, Institution and CafeteriaOffice Machine Operators, Except Computer

10th

$26,800$29,850

25th

$30,530$34,420

Median

$36,450$39,020

75th

$42,860$46,680

90th

$48,320$56,340

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Institution and Cafeteria2028–2035

Office Machine Operators, Except Computer2028–2035

20242030203520402045

Office Machine Operators, Except Computer 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, Institution and Cafeteria

$21,950

from $36,450

Office Machine Operators, Except Computer

$23,506

from $39,020

After adjusting for AI risk, Office Machine Operators, Except Computer offers $1,555 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Unique to Office

Combined Protection Strategy

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

Social Intelligence

Fine Manipulation

Creativity

Decision Complexity

Cooks, Institution and CafeteriaOffice Machine Operators, Except Computer

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