Takeover Tracker

Side-by-Side Comparison

MetricExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass FibersMetal-Refining Furnace Operators and Tenders
Risk Score39.4%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile79th90th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$44,980$55,770
Employment15K20K

Skill Comparison

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Sorted by largest difference

Administration and Management
Controlling Machines and Processes
Public Safety and Security
Production and Processing
Judging the Qualities of Things, Services, or People
Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems
Getting Information
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

27%

total discount

Metal-Refining Furnace Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

8 of 15 at risk
86%Record details of machine malfunctions.
86%Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.
63%Press buttons to stop machines when processes are complete or when malfunctions are detected.
57%Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.
53%Turn rheostats to obtain specified temperatures in electric furnaces where glass is melted.

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 +$10,790(+24%) vs Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass FibersMetal-Refining Furnace Operators and Tenders
10th
$35,590$38,760
25th
$38,990$46,550
Median
$44,980$55,770
75th
$54,690$65,070
90th
$63,650$80,280

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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