Takeover Tracker
vs

54 shared · 15 different

core competencies

Side-by-Side Comparison

MetricMeat, Poultry, and Fish Cutters and TrimmersFood Cooking Machine Operators and Tenders
Risk Score37.7%45.3%
Risk TierMedium RiskMedium Risk
Risk Percentile74th92th
Tasks at Risk (>50%)7 / 1411 / 15
Median Salary$37,700$40,550
Employment141K28K

Skill Comparison

|

Sorted by largest difference

Mechanical
Personnel and Human Resources
MathematicsAI-Vulnerable
Production and Processing
Transportation
Administration and Management
Public Safety and Security
Documenting/Recording Information
Controlling Machines and Processes
Operation Monitoring
Operation and Control
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Food Cooking Machine Operators and Tenders

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 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.

Wage Comparison

Food Cooking Machine Operators and Tenders earns +$2,850(+8%) vs Meat, Poultry, and Fish Cutters and Trimmers
Meat, Poultry, and Fish Cutters and TrimmersFood Cooking Machine Operators and Tenders
10th
$29,200$30,540
25th
$34,050$35,310
Median
$37,700$40,550
75th
$43,450$47,420
90th
$48,680$54,170

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers20282035
Food Cooking Machine Operators and Tenders20282035
20242030203520402045

Meat, Poultry, and Fish Cutters and Trimmers 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%)

Meat, Poultry, and Fish Cutters and Trimmers

$23,495

from $37,700

Food Cooking Machine Operators and Tenders

$22,197

from $40,550

After adjusting for AI risk, Meat, Poultry, and Fish Cutters and Trimmers offers $1,298 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Meat,

0

Unique to Food

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Social Intelligence
Fine Manipulation
Meat, Poultry, and Fish Cutters and TrimmersFood Cooking Machine Operators and Tenders