Meat, Poultry, and Fish Cutters and Trimmers vs Food Batchmakers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Meat, Poultry, and Fish Cutters and Trimmers

51 shared · 13 different

core competencies

medium risk

Food Batchmakers

Side-by-Side Comparison

Meat, Poultry, and Fish Cutters and Trimmers leads 4–1

Metric	Meat, Poultry, and Fish Cutters and Trimmers	Food Batchmakers
Risk Score	37.7%	45.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	74th	92th
Tasks at Risk (>50%)	7 / 14	15 / 15
Median Salary	$37,700	$40,790
Employment	141K	172K

Skill Comparison

Sorted by largest difference

Food Production

Controlling Machines and Processes

Administration and Management

Documenting/Recording Information

Operation and Control

Information OrderingAI-Vulnerable

Perceptual Speed

Assisting and Caring for Others

Identifying Objects, Actions, and Events

Production and Processing

Analyzing Data or Information

Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Food Batchmakers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Meat, Poultry, and Fish Cutters and Trimmers

7 of 14 at risk

86%Weigh meats and tag containers for weight and contents.

63%Produce hamburger meat and meat trimmings.

61%Prepare sausages, luncheon meats, hot dogs, and other fabricated meat products, using meat trimmings and hamburger meat.

59%Obtain and distribute specified meat or carcass.

57%Separate meats and byproducts into specified containers and seal containers.

Food Batchmakers

15 of 15 at risk

88%Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.

86%Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.

86%Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.

84%Grade food products according to government regulations or according to type, color, bouquet, and moisture content.

65%Turn valve controls to start equipment and to adjust operation to maintain product quality.

Wage Comparison

Food Batchmakers earns +$3,090(+8%) vs Meat, Poultry, and Fish Cutters and Trimmers

Meat, Poultry, and Fish Cutters and TrimmersFood Batchmakers

10th

$29,200$30,850

25th

$34,050$35,340

Median

$37,700$40,790

75th

$43,450$49,010

90th

$48,680$57,800

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers2028–2035

Food Batchmakers2028–2035

20242030203520402045

Meat, Poultry, and Fish Cutters and Trimmers has a longer runway before significant displacement, projected 0 years later than Food Batchmakers.

Risk-Adjusted Salary

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

Meat, Poultry, and Fish Cutters and Trimmers

$23,495

from $37,700

Food Batchmakers

$22,312

from $40,790

After adjusting for AI risk, Meat, Poultry, and Fish Cutters and Trimmers offers $1,183 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Meat,

Unique to Food

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Decision Complexity

Creativity

Meat, Poultry, and Fish Cutters and TrimmersFood Batchmakers

Find transitions from Meat, Poultry, and Fish Cutters and Trimmers Find transitions from Food Batchmakers