Takeover Tracker

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersPackaging and Filling Machine Operators and Tenders
Risk Score45.4%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile92th95th
Tasks at Risk (>50%)10 / 1513 / 15
Median Salary$47,010$40,900
Employment16K384K

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

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

25%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$6,110(-13%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersPackaging and Filling Machine Operators and Tenders
10th
$35,010$31,890
25th
$39,250$36,250
Median
$47,010$40,900
75th
$57,840$48,440
90th
$66,190$58,910

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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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