Pipe Fitters and Steamfitters vs Rail-Track Laying and Maintenance Equipment Operators AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Pipe Fitters and Steamfitters

75 shared · 16 different

core competencies

medium risk

Rail-Track Laying and Maintenance Equipment Operators

Side-by-Side Comparison

Pipe Fitters and Steamfitters leads 4–1

Metric	Pipe Fitters and Steamfitters	Rail-Track Laying and Maintenance Equipment Operators
Risk Score	17.8%	29.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	3th	38th
Tasks at Risk (>50%)	3 / 15	4 / 15
Median Salary	$62,970	$67,370
Employment	456K	16K

Skill Comparison

Sorted by largest difference

Design

Transportation

Operating Vehicles, Mechanized Devices, or Equipment

Mechanical

Estimating the Quantifiable Characteristics of Products, Events, or Information

Dynamic Strength

Building and Construction

Far Vision

Documenting/Recording Information

Operation and Control

Making Decisions and Solving Problems

Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipe Fitters and Steamfitters

29%

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

Pipe Fitters and Steamfitters

3 of 15 at risk

86%Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.

55%Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.

51%Plan pipe system layout, installation, or repair, according to specifications.

43%Inspect work sites for obstructions or holes that could cause structural weakness.

39%Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

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 +$4,400(+7%) vs Pipe Fitters and Steamfitters

Pipe Fitters and SteamfittersRail-Track Laying and Maintenance Equipment Operators

10th

$40,670$45,720

25th

$48,860$51,630

Median

$62,970$67,370

75th

$81,900$79,330

90th

$105,150$84,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipe Fitters and Steamfitters2028–2035

Rail-Track Laying and Maintenance Equipment Operators2028–2035

20242030203520402045

Pipe Fitters and Steamfitters 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%)

Pipe Fitters and Steamfitters

$51,774

from $62,970

Rail-Track Laying and Maintenance Equipment Operators

$47,267

from $67,370

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $4,507 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pipe

Unique to Rail-Track

Combined Protection Strategy

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

Creativity

Decision Complexity

Regulatory Barriers

Social Intelligence

Pipe Fitters and SteamfittersRail-Track Laying and Maintenance Equipment Operators

Find transitions from Pipe Fitters and Steamfitters Find transitions from Rail-Track Laying and Maintenance Equipment Operators