Takeover Tracker

45%medium risk
Food Batchmakers
vs

54 shared · 9 different

core competencies

Side-by-Side Comparison

MetricFood BatchmakersDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score45.3%40.8%
Risk TierMedium RiskMedium Risk
Risk Percentile92th83th
Tasks at Risk (>50%)15 / 157 / 15
Median Salary$40,790$46,630
Employment172K5K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Performing General Physical Activities
Mechanical
Public Safety and Security
Far Vision
Updating and Using Relevant Knowledge
Controlling Machines and Processes
Documenting/Recording Information
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Batchmakers

26%

total discount

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

26%

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.

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
87%Select and set cutting speeds, feed rates, depths of cuts, and cutting tools, according to machining instructions or knowledge of metal properties.
84%Lay out reference lines and machining locations on work, using layout tools, and applying knowledge of shop math and layout techniques.
72%Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements.
63%Observe drilling or boring machine operations to detect any problems.
61%Move machine controls to lower tools to workpieces and to engage automatic feeds.

Wage Comparison

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$5,840(+14%) vs Food Batchmakers
Food BatchmakersDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$30,850$35,360
25th
$35,340$41,100
Median
$40,790$46,630
75th
$49,010$56,820
90th
$57,800$65,200

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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 yetDrilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic: Not yet