Takeover Tracker

vs

58 shared · 16 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsPaving, Surfacing, and Tamping Equipment Operators
Risk Score34.3%18.1%
Risk TierMedium RiskLow Risk
Risk Percentile63th4th
Tasks at Risk (>50%)9 / 150 / 15
Median Salary$63,380$51,650
Employment14K46K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Repairing and Maintaining Electronic Equipment
Public Safety and Security
Customer and Personal Service
Mechanical
Building and Construction
Estimating the Quantifiable Characteristics of Products, Events, or Information
Repairing and Maintaining Mechanical Equipment
Developing and Building Teams
Production and Processing
Auditory Attention
Transportation

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Paving, Surfacing, and Tamping Equipment Operators

25%

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.

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk
45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.
41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.
39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.
39%Fill tanks, hoppers, or machines with paving materials.
37%Shovel blacktop.

Wage Comparison

Paving, Surfacing, and Tamping Equipment Operators earns -$11,730(-19%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsPaving, Surfacing, and Tamping Equipment Operators
10th
$41,450$38,030
25th
$50,850$44,740
Median
$63,380$51,650
75th
$76,850$66,060
90th
$84,420$90,110

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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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