Takeover Tracker
22%low risk
Pipelayers
vs

44 shared · 14 different

core competencies

29%medium risk
Structural Metal Fabricators and Fitters

Side-by-Side Comparison

MetricPipelayersStructural Metal Fabricators and Fitters
Risk Score21.6%29.4%
Risk TierLow RiskMedium Risk
Risk Percentile10th35th
Tasks at Risk (>50%)3 / 146 / 15
Median Salary$48,710$49,900
Employment34K53K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Handling and Moving Objects
Evaluating Information to Determine Compliance with Standards
Operating Vehicles, Mechanized Devices, or Equipment
Public Safety and Security
Design
Communicating with Supervisors, Peers, or Subordinates
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Production and Processing
Repairing and Maintaining Mechanical Equipment
Extent Flexibility
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipelayers

28%

total discount

Structural Metal Fabricators and Fitters

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pipelayers

3 of 14 at risk
84%Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.
74%Check slopes for conformance to requirements, using levels or lasers.
74%Locate existing pipes needing repair or replacement, using magnetic or radio indicators.
49%Cover pipes with earth or other materials.
49%Dig trenches to desired or required depths, by hand or using trenching tools.

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 +$1,190(+2%) vs Pipelayers
PipelayersStructural Metal Fabricators and Fitters
10th
$36,840$37,370
25th
$42,320$44,290
Median
$48,710$49,900
75th
$60,980$59,810
90th
$80,710$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipelayers2028–2035
Structural Metal Fabricators and Fitters2028–2035
20242030203520402045

Pipelayers 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%)

Pipelayers

$38,189

from $48,710

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Pipelayers offers $2,949 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pipelayers

0

Unique to Structural

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
PipelayersStructural Metal Fabricators and Fitters
Find transitions from PipelayersFind transitions from Structural Metal Fabricators and Fitters