Takeover Tracker
vs

64 shared · 7 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsMine Cutting and Channeling Machine Operators
Risk Score34.3%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile63th76th
Tasks at Risk (>50%)9 / 1513 / 15
Median Salary$63,380N/A
Employment14KN/A

Skill Comparison

|

Sorted by largest difference

Production and Processing
Identifying Objects, Actions, and Events
Education and Training
Making Decisions and Solving Problems
Monitor Processes, Materials, or Surroundings
Law and Government
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Mine Cutting and Channeling Machine Operators

28%

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.

Mine Cutting and Channeling Machine Operators

13 of 15 at risk
86%Monitor methane gas levels in mines to avoid carbon monoxide poisoning.
86%Signal that machine plow blades are properly positioned, using electronic buzzers or two-way radios.
86%Observe indicator lights and gauges, and listen to machine operation to detect binding or stoppage of tools or other equipment problems.
67%Press buttons to activate conveyor belts, and push or pull chain handles to regulate conveyor movement so that material can be moved or loaded into dinkey cars or dump trucks.
65%Drive mobile, truck-mounted, or track-mounted drilling or cutting machine in mines and quarries or on construction sites.

Wage Comparison

Continuous Mining Machine OperatorsMine Cutting and Channeling Machine Operators
10th
$41,450N/A
25th
$50,850N/A
Median
$63,380N/A
75th
$76,850N/A
90th
$84,420N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators20282035
Mine Cutting and Channeling Machine Operators20282035
20242030203520402045

Continuous Mining Machine Operators has a longer runway before significant displacement, projected 0 years later than Mine Cutting and Channeling Machine Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Continuous

0

Unique to Mine

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Continuous Mining Machine OperatorsMine Cutting and Channeling Machine Operators