Takeover Tracker

vs

57 shared · 37 different

core competencies

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersContinuous Mining Machine Operators
Risk Score32.6%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile54th63th
Tasks at Risk (>50%)5 / 139 / 15
Median Salary$59,330$63,380
Employment30K14K

Skill Comparison

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Sorted by largest difference

Monitoring and Controlling Resources
Resolving Conflicts and Negotiating with Others
Repairing and Maintaining Electronic Equipment
Management of Personnel Resources
Speaking
MonitoringAI-Augmented
Time Management
PersuasionAI-Resistant
Systems Evaluation
Reading ComprehensionAI-Vulnerable
Administration and Management
Speech Recognition

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

total discount

Continuous Mining Machine Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Logging Workers

5 of 13 at risk
87%Prepare production or personnel time records for management.
85%Schedule work crews, equipment, or transportation for several different work locations.
84%Plan or schedule logging operations, such as felling or bucking trees or grading, sorting, yarding, or loading logs.
84%Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
78%Coordinate dismantling, moving, and setting up equipment at new work sites.

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 +$4,050(+7%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersContinuous Mining Machine Operators
10th
$39,610$41,450
25th
$47,660$50,850
Median
$59,330$63,380
75th
$76,640$76,850
90th
$90,840$84,420

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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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First-Line Supervisors of Logging Workers: Not yetContinuous Mining Machine Operators: Not yet