Pipe Fitters and Steamfitters vs Structural Metal Fabricators and Fitters AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Pipe Fitters and Steamfitters

50 shared · 14 different

core competencies

medium risk

Structural Metal Fabricators and Fitters

Side-by-Side Comparison

Pipe Fitters and Steamfitters leads 5–0

Metric	Pipe Fitters and Steamfitters	Structural Metal Fabricators and Fitters
Risk Score	17.8%	29.4%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	3th	35th
Tasks at Risk (>50%)	3 / 15	6 / 15
Median Salary	$62,970	$49,900
Employment	456K	53K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Evaluating Information to Determine Compliance with Standards

Handling and Moving Objects

Active LearningAI-Augmented

Organizing, Planning, and Prioritizing Work

Extent Flexibility

Inspecting Equipment, Structures, or Material

Coordinating the Work and Activities of Others

Oral Comprehension

Public Safety and Security

Identifying Objects, Actions, and Events

Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipe Fitters and Steamfitters

29%

total discount

Structural Metal Fabricators and Fitters

24%

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.

Structural Metal Fabricators and Fitters

6 of 15 at risk

63%Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.

57%Tack-weld fitted parts together.

57%Lift or move materials and finished products, using large cranes.

53%Study engineering drawings and blueprints to determine materials requirements and task sequences.

53%Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

Wage Comparison

Structural Metal Fabricators and Fitters earns -$13,070(-21%) vs Pipe Fitters and Steamfitters

Pipe Fitters and SteamfittersStructural Metal Fabricators and Fitters

10th

$40,670$37,370

25th

$48,860$44,290

Median

$62,970$49,900

75th

$81,900$59,810

90th

$105,150$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipe Fitters and Steamfitters2028–2035

Structural Metal Fabricators and Fitters2028–2035

20242030203520402045

Pipe Fitters and Steamfitters has a longer runway before significant displacement, projected 0 years later than Structural Metal Fabricators and Fitters.

Risk-Adjusted Salary

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

Pipe Fitters and Steamfitters

$51,774

from $62,970

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $16,535 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pipe

Unique to Structural

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Social Intelligence

Pipe Fitters and SteamfittersStructural Metal Fabricators and Fitters

Find transitions from Pipe Fitters and Steamfitters Find transitions from Structural Metal Fabricators and Fitters