Takeover Tracker
vs

57 shared · 16 different

core competencies

Side-by-Side Comparison

MetricLogging Equipment OperatorsMine Cutting and Channeling Machine Operators
Risk Score20.1%38.1%
Risk TierLow RiskMedium Risk
Risk Percentile7th76th
Tasks at Risk (>50%)3 / 913 / 15
Median Salary$49,210N/A
Employment23KN/A

Skill Comparison

|

Sorted by largest difference

Production and Processing
Establishing and Maintaining Interpersonal Relationships
Identifying Objects, Actions, and Events
Operating Vehicles, Mechanized Devices, or Equipment
Judging the Qualities of Things, Services, or People
Guiding, Directing, and Motivating Subordinates
Estimating the Quantifiable Characteristics of Products, Events, or Information
Getting Information
Mechanical
Making Decisions and Solving Problems
Repairing and Maintaining Electronic Equipment
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Logging Equipment Operators

27%

total discount

Mine Cutting and Channeling Machine Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Logging Equipment Operators

3 of 9 at risk
89%Calculate total board feet, cordage, or other wood measurement units, using conversion tables.
87%Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
87%Fill out required job or shift report forms.
45%Inspect equipment for safety prior to use, and perform necessary basic maintenance tasks.
13%Control hydraulic tractors equipped with tree clamps and booms to lift, swing, and bunch sheared trees.

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

Logging Equipment OperatorsMine Cutting and Channeling Machine Operators
10th
$35,050N/A
25th
$43,750N/A
Median
$49,210N/A
75th
$60,640N/A
90th
$72,280N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Logging Equipment Operators20282035
Mine Cutting and Channeling Machine Operators20282035
20242030203520402045

Logging Equipment 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 Logging

0

Unique to Mine

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Social Intelligence
Logging Equipment OperatorsMine Cutting and Channeling Machine Operators