Takeover Tracker
24%low risk
Industrial Machinery Mechanics
vs

62 shared · 16 different

core competencies

18%low risk
Pipe Fitters and Steamfitters

Side-by-Side Comparison

MetricIndustrial Machinery MechanicsPipe Fitters and Steamfitters
Risk Score24.0%17.8%
Risk TierLow RiskLow Risk
Risk Percentile16th3th
Tasks at Risk (>50%)7 / 153 / 15
Median Salary$63,760$62,970
Employment422K456K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Equipment MaintenanceAI-Resistant
Repairing
Building and Construction
Operation Monitoring
Coordinating the Work and Activities of Others
Troubleshooting
Hearing Sensitivity
Operation and Control
Reaction Time
Thinking Creatively
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Machinery Mechanics

27%

total discount

Pipe Fitters and Steamfitters

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Industrial Machinery Mechanics

7 of 15 at risk
87%Record parts or materials used and order or requisition new parts or materials as necessary.
86%Record repairs and maintenance performed.
85%Assign work schedules to work crews.
75%Enter codes and instructions to program computer-controlled machinery.
57%Study blueprints or manufacturers' manuals to determine correct installation or operation of machinery.

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.

Wage Comparison

Pipe Fitters and Steamfitters earns -$790(-1%) vs Industrial Machinery Mechanics
Industrial Machinery MechanicsPipe Fitters and Steamfitters
10th
$45,090$40,670
25th
$52,710$48,860
Median
$63,760$62,970
75th
$78,070$81,900
90th
$92,730$105,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Industrial Machinery Mechanics2028–2035
Pipe Fitters and Steamfitters2028–2035
20242030203520402045

Pipe Fitters and Steamfitters has a longer runway before significant displacement, projected 0 years later than Industrial Machinery Mechanics.

Risk-Adjusted Salary

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

Industrial Machinery Mechanics

$48,451

from $63,760

Pipe Fitters and Steamfitters

$51,774

from $62,970

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $3,323 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Industrial

0

Unique to Pipe

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Industrial Machinery MechanicsPipe Fitters and Steamfitters
Find transitions from Industrial Machinery MechanicsFind transitions from Pipe Fitters and Steamfitters