Takeover Tracker

Side-by-Side Comparison

MetricWeighers, Measurers, Checkers, and Samplers, RecordkeepingFood and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Risk Score44.5%42.7%
Risk TierMedium RiskMedium Risk
Risk Percentile90th87th
Tasks at Risk (>50%)11 / 1510 / 15
Median Salary$45,650$42,730
Employment50K20K

Skill Comparison

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Sorted by largest difference

Updating and Using Relevant Knowledge
Operation Monitoring
MathematicsAI-Vulnerable
Judging the Qualities of Things, Services, or People
Organizing, Planning, and Prioritizing Work
Documenting/Recording Information
Food Production
Analyzing Data or Information
Controlling Machines and Processes
Hearing Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

27%

total discount

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

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 and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

10 of 15 at risk
88%Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.
88%Read work orders to determine quantities and types of products to be baked, dried, or roasted.
84%Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.
78%Signal coworkers to synchronize flow of materials.
76%Test products for moisture content, using moisture meters.

Wage Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders earns -$2,920(-6%) vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Weighers, Measurers, Checkers, and Samplers, RecordkeepingFood and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
10th
$34,580$32,390
25th
$38,650$36,610
Median
$45,650$42,730
75th
$53,060$48,680
90th
$60,120$60,070

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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