low risk
Plumbersvs
56 shared · 20 different
core competencies
Side-by-Side Comparison
Automotive Body and Related Repairers leads 3–1| Metric | Plumbers | Automotive Body and Related Repairers |
|---|---|---|
| Risk Score | 18.7% | 15.8% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 5th | 2th |
| Tasks at Risk (>50%) | 2 / 15 | 2 / 15 |
| Median Salary | $62,970 | $51,680 |
| Employment | 456K | 155K |
Skill Comparison
|
Sorted by largest difference
Design
Performing General Physical Activities
Mechanical
Performing for or Working Directly with the Public
MathematicsAI-Vulnerable
Education and Training
Engineering and Technology
Communicating with Persons Outside Organization
Production and Processing
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Handling and Moving Objects
Protective Factors
Higher values indicate stronger protection against AI displacement
Plumbers
29%
total discount
Automotive Body and Related Repairers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Plumbers
2 of 15 at risk87%Keep records of work assignments.
54%Estimate time, material, or labor costs for use in project plans.
48%Review blueprints, building codes, or specifications to determine work details or procedures.
45%Inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions, such as electrical wiring.
38%Maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.
Automotive Body and Related Repairers
2 of 15 at risk78%Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
59%Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
47%Mix polyester resins and hardeners to be used in restoring damaged areas.
35%Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.
31%Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.
Wage Comparison
Automotive Body and Related Repairers earns -$11,290(-18%) vs Plumbers
PlumbersAutomotive Body and Related Repairers
10th
$40,670$36,390
25th
$48,860$45,000
Median
$62,970$51,680
75th
$81,900$64,780
90th
$105,150$87,040
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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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