Takeover Tracker

vs

51 shared · 20 different

core competencies

45%medium risk
Food Batchmakers

Side-by-Side Comparison

MetricWeighers, Measurers, Checkers, and Samplers, RecordkeepingFood Batchmakers
Risk Score44.5%45.3%
Risk TierMedium RiskMedium Risk
Risk Percentile90th92th
Tasks at Risk (>50%)11 / 1515 / 15
Median Salary$45,650$40,790
Employment50K172K

Skill Comparison

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Sorted by largest difference

Food Production
Analyzing Data or Information
Organizing, Planning, and Prioritizing Work
Mechanical
Interpreting the Meaning of Information for Others
Far Vision
Developing and Building Teams
Documenting/Recording Information
Updating and Using Relevant Knowledge
Interacting With Computers
Controlling Machines and Processes
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

27%

total discount

Food Batchmakers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

11 of 15 at risk
88%Compute product totals and charges for shipments.
86%Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.
86%Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.
86%Maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.
84%Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

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 -$4,860(-11%) vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Weighers, Measurers, Checkers, and Samplers, RecordkeepingFood Batchmakers
10th
$34,580$30,850
25th
$38,650$35,340
Median
$45,650$40,790
75th
$53,060$49,010
90th
$60,120$57,800

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Risk-adjusted salary comparison
Combined protective factor strategy
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