low risk
Pipe Fitters and Steamfittersvs
57 shared · 12 different
core competencies
medium risk
MachinistsSide-by-Side Comparison
Pipe Fitters and Steamfitters leads 5–0| Metric | Pipe Fitters and Steamfitters | Machinists |
|---|---|---|
| Risk Score | 17.8% | 36.8% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 3th | 71th |
| Tasks at Risk (>50%) | 3 / 15 | 9 / 15 |
| Median Salary | $62,970 | $56,150 |
| Employment | 456K | 299K |
Skill Comparison
|
Sorted by largest difference
Performing General Physical Activities
Inspecting Equipment, Structures, or Material
Coordinating the Work and Activities of Others
Design
Handling and Moving Objects
MathematicsAI-Vulnerable
Monitor Processes, Materials, or Surroundings
Gross Body Equilibrium
Identifying Objects, Actions, and Events
Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Evaluating Information to Determine Compliance with Standards
Protective Factors
Higher values indicate stronger protection against AI displacement
Pipe Fitters and Steamfitters
29%
total discount
Machinists
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Pipe Fitters and Steamfitters
3 of 15 at risk86%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.
Machinists
9 of 15 at risk86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.
Wage Comparison
Machinists earns -$6,820(-11%) vs Pipe Fitters and Steamfitters
Pipe Fitters and SteamfittersMachinists
10th
$40,670$38,100
25th
$48,860$46,250
Median
$62,970$56,150
75th
$81,900$64,910
90th
$105,150$78,760
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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