Structural Iron and Steel Workers vs Rail Car Repairers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Structural Iron and Steel Workers

67 shared · 13 different

core competencies

low risk

Rail Car Repairers

Side-by-Side Comparison

Structural Iron and Steel Workers leads 4–1

Metric	Structural Iron and Steel Workers	Rail Car Repairers
Risk Score	13.6%	19.9%
Risk Tier	Low Risk	Low Risk
Risk Percentile	1th	6th
Tasks at Risk (>50%)	2 / 15	3 / 15
Median Salary	$62,700	$65,680
Employment	65K	18K

Skill Comparison

Sorted by largest difference

Building and Construction

Repairing and Maintaining Mechanical Equipment

Repairing

Equipment MaintenanceAI-Resistant

Troubleshooting

MathematicsAI-Vulnerable

Gross Body Equilibrium

Static Strength

Dynamic Strength

Inspecting Equipment, Structures, or Material

Rate Control

Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Structural Iron and Steel Workers

28%

total discount

Rail Car Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Structural Iron and Steel Workers

2 of 15 at risk

71%Read specifications or blueprints to determine the locations, quantities, or sizes of materials required.

70%Verify vertical and horizontal alignment of structural steel members, using plumb bobs, laser equipment, transits, or levels.

13%Cut, bend, or weld steel pieces, using metal shears, torches, or welding equipment.

11%Assemble or inspect hoisting equipment or rigging, such as cables, pulleys, or hooks, to move heavy equipment or materials.

11%Lift steel beams, girders, or columns using cranes or forklifts, or by signaling hoisting equipment operators to lift or position structural steel members.

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 +$2,980(+5%) vs Structural Iron and Steel Workers

Structural Iron and Steel WorkersRail Car Repairers

10th

$42,000$45,670

25th

$49,090$51,640

Median

$62,700$65,680

75th

$82,780$80,150

90th

$107,520$92,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Structural Iron and Steel Workers2028–2035

Rail Car Repairers2028–2035

20242030203520402045

Structural Iron and Steel Workers has a longer runway before significant displacement, projected 0 years later than Rail Car Repairers.

Risk-Adjusted Salary

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

Structural Iron and Steel Workers

$54,185

from $62,700

Rail Car Repairers

$52,616

from $65,680

After adjusting for AI risk, Structural Iron and Steel Workers offers $1,569 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Structural

Unique to Rail

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Social Intelligence

Structural Iron and Steel WorkersRail Car Repairers

Find transitions from Structural Iron and Steel Workers Find transitions from Rail Car Repairers