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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators20282035
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers20282035
20242030203520402045

Continuous Mining Machine Operators has a longer runway before significant displacement, projected 0 years later than Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Continuous Mining Machine Operators

$41,666

from $63,380

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

$27,280

from $44,980

After adjusting for AI risk, Continuous Mining Machine Operators offers $14,386 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Continuous

0

Unique to Extruding

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Fine Manipulation
Creativity
Social Intelligence
Continuous Mining Machine OperatorsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers