Takeover Tracker
vs

54 shared · 15 different

core competencies

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score45.3%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile92th81th
Tasks at Risk (>50%)11 / 159 / 15
Median Salary$40,550$45,700
Employment28K48K

Skill Comparison

|

Sorted by largest difference

Finger Dexterity
Mechanical
Depth Perception
Visualization
Getting Information
Arm-Hand Steadiness
Organizing, Planning, and Prioritizing Work
Multilimb Coordination
Quality Control Analysis
Response Orientation
Control Precision
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

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.

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Wage Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders earns +$5,150(+13%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
10th
$30,540$34,890
25th
$35,310$38,540
Median
$40,550$45,700
75th
$47,420$52,000
90th
$54,170$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders20282035
Cutting and Slicing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Cutting and Slicing Machine Setters, Operators, and Tenders 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

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

After adjusting for AI risk, Cutting and Slicing Machine Setters, Operators, and Tenders offers $5,200 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Cutting

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Regulatory Barriers
Food Cooking Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders