Food Cooking Machine Operators and Tenders vs Butchers and Meat Cutters AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Food Cooking Machine Operators and Tenders

55 shared · 12 different

core competencies

medium risk

Butchers and Meat Cutters

Side-by-Side Comparison

Butchers and Meat Cutters leads 4–1

Metric	Food Cooking Machine Operators and Tenders	Butchers and Meat Cutters
Risk Score	45.3%	28.9%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	92th	33th
Tasks at Risk (>50%)	11 / 15	6 / 13
Median Salary	$40,550	$38,960
Employment	28K	140K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Selling or Influencing Others

Customer and Personal Service

Documenting/Recording Information

Operation Monitoring

Operation and Control

Repairing and Maintaining Mechanical Equipment

Sales and Marketing

Service OrientationAI-Resistant

Controlling Machines and Processes

English Language

Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Butchers and Meat Cutters

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Cooking Machine Operators and Tenders

11 of 15 at risk

88%Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

88%Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.

86%Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.

86%Notify or signal other workers to operate equipment or when processing is complete.

84%Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Butchers and Meat Cutters

6 of 13 at risk

88%Total sales, and collect money from customers.

88%Estimate requirements and order or requisition meat supplies to maintain inventories.

88%Record quantity of meat received and issued to cooks or keep records of meat sales.

61%Wrap, weigh, label, and price cuts of meat.

55%Cure, smoke, tenderize and preserve meat.

Wage Comparison

Butchers and Meat Cutters earns -$1,590(-4%) vs Food Cooking Machine Operators and Tenders

Food Cooking Machine Operators and TendersButchers and Meat Cutters

10th

$30,540$28,850

25th

$35,310$34,460

Median

$40,550$38,960

75th

$47,420$47,200

90th

$54,170$57,130

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders2028–2035

Butchers and Meat Cutters2028–2035

20242030203520402045

Butchers and Meat Cutters has a longer runway before significant displacement, projected 0 years later than Food Cooking Machine Operators and Tenders.

Risk-Adjusted Salary

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

Food Cooking Machine Operators and Tenders

$22,197

from $40,550

Butchers and Meat Cutters

$27,693

from $38,960

After adjusting for AI risk, Butchers and Meat Cutters offers $5,496 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Food

Unique to Butchers

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Creativity

Fine Manipulation

Food Cooking Machine Operators and TendersButchers and Meat Cutters

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