Takeover Tracker

vs

59 shared · 15 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsOperating Engineers and Other Construction Equipment Operators
Risk Score34.3%23.0%
Risk TierMedium RiskLow Risk
Risk Percentile63th14th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$63,380$58,710
Employment14K469K

Skill Comparison

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Sorted by largest difference

Law and Government
Building and Construction
Production and Processing
Repairing and Maintaining Electronic Equipment
Making Decisions and Solving Problems
Mechanical
Trunk Strength
Operating Vehicles, Mechanized Devices, or Equipment
Operation Monitoring
Education and Training
Training and Teaching Others
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Operating Engineers and Other Construction 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.

Operating Engineers and Other Construction Equipment Operators

6 of 15 at risk
87%Keep records of material or equipment usage or problems encountered.
86%Test atmosphere for adequate oxygen or explosive conditions when working in confined spaces.
85%Monitor operations to ensure that health and safety standards are met.
84%Learn and follow safety regulations.
84%Locate underground services, such as pipes or wires, prior to beginning work.

Wage Comparison

Operating Engineers and Other Construction Equipment Operators earns -$4,670(-7%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsOperating Engineers and Other Construction Equipment Operators
10th
$41,450$40,080
25th
$50,850$47,780
Median
$63,380$58,710
75th
$76,850$75,750
90th
$84,420$100,690

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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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Continuous Mining Machine Operators: Not yetOperating Engineers and Other Construction Equipment Operators: Not yet