Takeover Tracker

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Risk Score34.3%39.4%
Risk TierMedium RiskMedium Risk
Risk Percentile63th79th
Tasks at Risk (>50%)9 / 158 / 15
Median Salary$63,380$44,980
Employment14K15K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Judging the Qualities of Things, Services, or People
Handling and Moving Objects
Monitor Processes, Materials, or Surroundings
Depth Perception
Far Vision
Processing Information
Education and Training
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

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

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Continuous Mining Machine Operators

9 of 15 at risk
86%Conduct methane gas checks to ensure breathing quality of air.
61%Operate mining machines to gather coal and convey it to floors or shuttle cars.
61%Drive machines into position at working faces.
61%Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.
61%Reposition machines to make additional holes or cuts.

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.

Wage Comparison

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers earns -$18,400(-29%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
10th
$41,450$35,590
25th
$50,850$38,990
Median
$63,380$44,980
75th
$76,850$54,690
90th
$84,420$63,650

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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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