Takeover Tracker

vs

73 shared · 11 different

core competencies

Side-by-Side Comparison

MetricRail-Track Laying and Maintenance Equipment OperatorsContinuous Mining Machine Operators
Risk Score29.8%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile38th63th
Tasks at Risk (>50%)4 / 159 / 15
Median Salary$67,370$63,380
Employment16K14K

Skill Comparison

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Sorted by largest difference

Building and Construction
Repairing and Maintaining Electronic Equipment
Controlling Machines and Processes
Law and Government
Performing General Physical Activities
Handling and Moving Objects
Production and Processing
Training and Teaching Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Education and Training
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Continuous Mining Machine Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rail-Track Laying and Maintenance Equipment Operators

4 of 15 at risk
84%Observe leveling indicator arms to verify levelness and alignment of tracks.
57%Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.
55%Engage mechanisms that lay tracks or rails to specified gauges.
53%Clean, grade, or level ballast on railroad tracks.
49%Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

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.

Wage Comparison

Continuous Mining Machine Operators earns -$3,990(-6%) vs Rail-Track Laying and Maintenance Equipment Operators
Rail-Track Laying and Maintenance Equipment OperatorsContinuous Mining Machine Operators
10th
$45,720$41,450
25th
$51,630$50,850
Median
$67,370$63,380
75th
$79,330$76,850
90th
$84,840$84,420

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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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Rail-Track Laying and Maintenance Equipment Operators: Not yetContinuous Mining Machine Operators: Not yet