Takeover Tracker

Side-by-Side Comparison

MetricForging Machine Setters, Operators, and Tenders, Metal and PlasticMetal-Refining Furnace Operators and Tenders
Risk Score35.5%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile67th90th
Tasks at Risk (>50%)3 / 137 / 15
Median Salary$49,240$55,770
Employment9K20K

Skill Comparison

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Sorted by largest difference

Design
Controlling Machines and Processes
Estimating the Quantifiable Characteristics of Products, Events, or Information
Operation Monitoring
Monitor Processes, Materials, or Surroundings
MathematicsAI-Vulnerable
Getting Information
Operation and Control
Inspecting Equipment, Structures, or Material
Control Precision
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

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

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

3 of 13 at risk
84%Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
80%Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
61%Measure and inspect machined parts to ensure conformance to product specifications.
49%Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
49%Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.

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 +$6,530(+13%) vs Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Forging Machine Setters, Operators, and Tenders, Metal and PlasticMetal-Refining Furnace Operators and Tenders
10th
$35,150$38,760
25th
$41,350$46,550
Median
$49,240$55,770
75th
$59,270$65,070
90th
$69,540$80,280

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