Takeover Tracker

vs

67 shared · 5 different

core competencies

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersMetal-Refining Furnace Operators and Tenders
Risk Score47.5%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile95th90th
Tasks at Risk (>50%)13 / 157 / 15
Median Salary$40,900$55,770
Employment384K20K

Skill Comparison

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Sorted by largest difference

Operation and Control
Administration and Management
Performing General Physical Activities
Operation Monitoring
Control Precision

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Metal-Refining Furnace Operators and Tenders

26%

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.

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Wage Comparison

Metal-Refining Furnace Operators and Tenders earns +$14,870(+36%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersMetal-Refining Furnace Operators and Tenders
10th
$31,890$38,760
25th
$36,250$46,550
Median
$40,900$55,770
75th
$48,440$65,070
90th
$58,910$80,280

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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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