Takeover Tracker

vs

58 shared · 16 different

core competencies

Side-by-Side Comparison

MetricPaving, Surfacing, and Tamping Equipment OperatorsContinuous Mining Machine Operators
Risk Score18.1%34.3%
Risk TierLow RiskMedium Risk
Risk Percentile4th63th
Tasks at Risk (>50%)0 / 159 / 15
Median Salary$51,650$63,380
Employment46K14K

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

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Continuous Mining Machine Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$11,730(+23%) vs Paving, Surfacing, and Tamping Equipment Operators
Paving, Surfacing, and Tamping Equipment OperatorsContinuous Mining Machine Operators
10th
$38,030$41,450
25th
$44,740$50,850
Median
$51,650$63,380
75th
$66,060$76,850
90th
$90,110$84,420

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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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Paving, Surfacing, and Tamping Equipment Operators: Not yetContinuous Mining Machine Operators: Not yet