Takeover Tracker

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk Score47.5%45.4%
Risk TierMedium RiskMedium Risk
Risk Percentile95th92th
Tasks at Risk (>50%)13 / 1510 / 15
Median Salary$40,900$47,010
Employment384K16K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Performing General Physical Activities
Coordinating the Work and Activities of Others
Making Decisions and Solving Problems
Production and Processing
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

Wage Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders earns +$6,110(+15%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
10th
$31,890$35,010
25th
$36,250$39,250
Median
$40,900$47,010
75th
$48,440$57,840
90th
$58,910$66,190

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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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