Takeover Tracker

Side-by-Side Comparison

MetricMetal-Refining Furnace Operators and TendersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk Score44.2%42.9%
Risk TierMedium RiskMedium Risk
Risk Percentile90th87th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$55,770$45,130
Employment20K57K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Interacting With Computers
Control Precision
Operating Vehicles, Mechanized Devices, or Equipment
Processing Information
Administration and Management
Computers and Electronics
Perceptual Speed
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

Wage Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders earns -$10,640(-19%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
10th
$38,760$34,790
25th
$46,550$38,410
Median
$55,770$45,130
75th
$65,070$51,970
90th
$80,280$64,660

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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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