Takeover Tracker

23%low risk
Rough Carpenters
vs

74 shared · 18 different

core competencies

Side-by-Side Comparison

MetricRough CarpentersRail-Track Laying and Maintenance Equipment Operators
Risk Score23.4%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile15th38th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$59,310$67,370
Employment698K16K

Skill Comparison

|

Sorted by largest difference

Design
Transportation
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Building and Construction
MathematicsAI-Vulnerable
Resolving Conflicts and Negotiating with Others
Equipment MaintenanceAI-Resistant
Control Precision
Far Vision
Production and Processing
Establishing and Maintaining Interpersonal Relationships
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Rough Carpenters

31%

total discount

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rough Carpenters

4 of 15 at risk
86%Maintain job records and schedule work crew.
84%Study blueprints and diagrams to determine dimensions of structure or form to be constructed.
62%Measure materials or distances, using square, measuring tape, or rule to lay out work.
51%Fabricate parts, using woodworking and metalworking machines.
43%Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.

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.

Wage Comparison

Rail-Track Laying and Maintenance Equipment Operators earns +$8,060(+14%) vs Rough Carpenters
Rough CarpentersRail-Track Laying and Maintenance Equipment Operators
10th
$38,760$45,720
25th
$47,550$51,630
Median
$59,310$67,370
75th
$75,620$79,330
90th
$98,370$84,840

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Rough Carpenters: Not yetRail-Track Laying and Maintenance Equipment Operators: Not yet