Takeover Tracker
21%low risk
Welders, Cutters, and Welder Fitters
vs

65 shared · 20 different

core competencies

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

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersRail-Track Laying and Maintenance Equipment Operators
Risk Score21.4%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile10th38th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$51,000$67,370
Employment424K16K

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

Welders, Cutters, and Welder Fitters

27%

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

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.

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 +$16,370(+32%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersRail-Track Laying and Maintenance Equipment Operators
10th
$38,130$45,720
25th
$45,580$51,630
Median
$51,000$67,370
75th
$61,610$79,330
90th
$75,850$84,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

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 Welders,

0

Unique to Rail-Track

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Creativity
Welders, Cutters, and Welder FittersRail-Track Laying and Maintenance Equipment Operators
Find transitions from Welders, Cutters, and Welder FittersFind transitions from Rail-Track Laying and Maintenance Equipment Operators