Takeover Tracker

45%medium risk
Food Batchmakers
vs

52 shared · 11 different

core competencies

Side-by-Side Comparison

MetricFood BatchmakersLathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score45.3%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile92th79th
Tasks at Risk (>50%)15 / 156 / 15
Median Salary$40,790$48,620
Employment172K19K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Controlling Machines and Processes
Production and Processing
Static Strength
Organizing, Planning, and Prioritizing Work
Information OrderingAI-Vulnerable
Inspecting Equipment, Structures, or Material
Arm-Hand Steadiness
Quality Control Analysis
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Batchmakers

26%

total discount

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

6 of 15 at risk
88%Compute unspecified dimensions and machine settings, using knowledge of metal properties and shop mathematics.
86%Study blueprints, layouts or charts, and job orders for information on specifications and tooling instructions, and to determine material requirements and operational sequences.
86%Select cutting tools and tooling instructions, according to written specifications or knowledge of metal properties and shop mathematics.
85%Program computer numerical control machines.
74%Inspect sample workpieces to verify conformance with specifications, using instruments such as gauges, micrometers, and dial indicators.

Wage Comparison

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$7,830(+19%) vs Food Batchmakers
Food BatchmakersLathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$30,850$36,200
25th
$35,340$41,180
Median
$40,790$48,620
75th
$49,010$58,100
90th
$57,800$65,450

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Food Batchmakers: Not yetLathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic: Not yet