Takeover Tracker
30%medium risk
Rail-Track Laying and Maintenance Equipment Operators
vs

65 shared · 20 different

core competencies

21%low risk
Welders, Cutters, and Welder Fitters

Side-by-Side Comparison

MetricRail-Track Laying and Maintenance Equipment OperatorsWelders, Cutters, and Welder Fitters
Risk Score29.8%21.4%
Risk TierMedium RiskLow Risk
Risk Percentile38th10th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$67,370$51,000
Employment16K424K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Design
Building and Construction
Making Decisions and Solving Problems
Transportation
Public Safety and Security
Getting Information
Production and Processing
Troubleshooting
Equipment MaintenanceAI-Resistant
Far Vision
Rate Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Welders, Cutters, and Welder Fitters

27%

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.

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

Wage Comparison

Welders, Cutters, and Welder Fitters earns -$16,370(-24%) vs Rail-Track Laying and Maintenance Equipment Operators
Rail-Track Laying and Maintenance Equipment OperatorsWelders, Cutters, and Welder Fitters
10th
$45,720$38,130
25th
$51,630$45,580
Median
$67,370$51,000
75th
$79,330$61,610
90th
$84,840$75,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rail-Track Laying and Maintenance Equipment Operators2028–2035
Welders, Cutters, and Welder Fitters2028–2035
20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Rail-Track Laying and Maintenance Equipment Operators.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

After adjusting for AI risk, Rail-Track Laying and Maintenance Equipment Operators offers $7,171 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rail-Track

0

Unique to Welders,

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Creativity
Rail-Track Laying and Maintenance Equipment OperatorsWelders, Cutters, and Welder Fitters
Find transitions from Rail-Track Laying and Maintenance Equipment OperatorsFind transitions from Welders, Cutters, and Welder Fitters