Takeover Tracker

23%low risk
Fence Erectors
vs

59 shared · 11 different

core competencies

Side-by-Side Comparison

MetricFence ErectorsRail Car Repairers
Risk Score23.2%19.9%
Risk TierLow RiskLow Risk
Risk Percentile14th6th
Tasks at Risk (>50%)2 / 153 / 15
Median Salary$46,940$65,680
Employment23K18K

Skill Comparison

|

Sorted by largest difference

Mechanical
Repairing
Troubleshooting
Public Safety and Security
Repairing and Maintaining Mechanical Equipment
Equipment MaintenanceAI-Resistant
Building and Construction
Visual Color Discrimination
Auditory Attention
Gross Body Equilibrium
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Fence Erectors

25%

total discount

Rail Car Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fence Erectors

2 of 15 at risk
74%Establish the location for a fence, and gather information needed to ensure that there are no electric cables or water lines in the area.
74%Measure and lay out fence lines and mark posthole positions, following instructions, drawings, or specifications.
45%Make rails for fences, by sawing lumber or by cutting metal tubing to required lengths.
39%Set metal or wooden posts in upright positions in postholes.
39%Mix and pour concrete around bases of posts, or tamp soil into postholes to embed posts.

Rail Car Repairers

3 of 15 at risk
86%Record conditions of cars, and repair and maintenance work performed or to be performed.
53%Inspect the interior and exterior of rail cars coming into rail yards to identify defects and to determine the extent of wear and damage.
51%Inspect components such as bearings, seals, gaskets, wheels, and coupler assemblies to determine if repairs are needed.
45%Test units for operability before and after repairs.
45%Measure diameters of axle wheel seats, using micrometers, and mark dimensions on axles so that wheels can be bored to specified dimensions.

Wage Comparison

Rail Car Repairers earns +$18,740(+40%) vs Fence Erectors
Fence ErectorsRail Car Repairers
10th
$35,090$45,670
25th
$39,040$51,640
Median
$46,940$65,680
75th
$57,070$80,150
90th
$74,660$92,000

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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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Fence Erectors: Not yetRail Car Repairers: Not yet