Takeover Tracker

vs

58 shared · 19 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsTree Trimmers and Pruners
Risk Score34.3%18.3%
Risk TierMedium RiskLow Risk
Risk Percentile63th4th
Tasks at Risk (>50%)9 / 152 / 15
Median Salary$63,380$50,430
Employment14K48K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Performing General Physical Activities
Controlling Machines and Processes
Mechanical
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Law and Government
Production and Processing
Developing and Building Teams
Hearing Sensitivity
Equipment MaintenanceAI-Resistant
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Tree Trimmers and Pruners

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.

Tree Trimmers and Pruners

2 of 15 at risk
55%Plan and develop budgets for tree work, and estimate the monetary value of trees.
55%Inspect trees to determine if they have diseases or pest problems.
43%Provide information to the public regarding trees, such as advice on tree care.
39%Operate shredding and chipping equipment, and feed limbs and brush into the machines.
39%Load debris and refuse onto trucks and haul it away for disposal.

Wage Comparison

Tree Trimmers and Pruners earns -$12,950(-20%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsTree Trimmers and Pruners
10th
$41,450$37,660
25th
$50,850$43,690
Median
$63,380$50,430
75th
$76,850$63,130
90th
$84,420$78,900

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Head-to-head task automation timeline
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