Takeover Tracker

vs

72 shared · 11 different

core competencies

Side-by-Side Comparison

MetricRail-Track Laying and Maintenance Equipment OperatorsTree Trimmers and Pruners
Risk Score29.8%18.3%
Risk TierMedium RiskLow Risk
Risk Percentile38th4th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$67,370$50,430
Employment16K48K

Skill Comparison

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Sorted by largest difference

Inspecting Equipment, Structures, or Material
Organizing, Planning, and Prioritizing Work
Coordinating the Work and Activities of Others
Customer and Personal Service
Extent Flexibility
Repairing
Documenting/Recording Information
Establishing and Maintaining Interpersonal Relationships
Developing and Building Teams
Perceptual Speed
Transportation

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Tree Trimmers and Pruners

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rail-Track Laying and Maintenance Equipment Operators

4 of 15 at risk
84%Observe leveling indicator arms to verify levelness and alignment of tracks.
57%Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.
55%Engage mechanisms that lay tracks or rails to specified gauges.
53%Clean, grade, or level ballast on railroad tracks.
49%Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

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 -$16,940(-25%) vs Rail-Track Laying and Maintenance Equipment Operators
Rail-Track Laying and Maintenance Equipment OperatorsTree Trimmers and Pruners
10th
$45,720$37,660
25th
$51,630$43,690
Median
$67,370$50,430
75th
$79,330$63,130
90th
$84,840$78,900

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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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Rail-Track Laying and Maintenance Equipment Operators: Not yetTree Trimmers and Pruners: Not yet