Takeover Tracker

vs

50 shared · 35 different

core competencies

Side-by-Side Comparison

MetricFirst-Line Supervisors of Logging WorkersOperating Engineers and Other Construction Equipment Operators
Risk Score32.6%23.0%
Risk TierMedium RiskLow Risk
Risk Percentile54th14th
Tasks at Risk (>50%)5 / 136 / 15
Median Salary$59,330$58,710
Employment30K469K

Skill Comparison

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Sorted by largest difference

Building and Construction
Management of Personnel Resources
Production and Processing
Time Management
Identifying Objects, Actions, and Events
PersuasionAI-Resistant
Transportation
Complex Problem SolvingAI-Resistant
Active Listening
Speaking
Inductive Reasoning
Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Logging Workers

31%

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

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.

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 -$620(-1%) vs First-Line Supervisors of Logging Workers
First-Line Supervisors of Logging WorkersOperating Engineers and Other Construction Equipment Operators
10th
$39,610$40,080
25th
$47,660$47,780
Median
$59,330$58,710
75th
$76,640$75,750
90th
$90,840$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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First-Line Supervisors of Logging Workers: Not yetOperating Engineers and Other Construction Equipment Operators: Not yet