Share and intensity of work current AI systems can materially affect.
SOC 47-2152
Plumbers, Pipefitters, and Steamfitters AI displacement risk
Plumbing happens inside walls, under floors, and in aging buildings where no two jobs match. AI can help with diagnostics, estimating, and code lookup, but installation, repair, and inspection work is physical, licensed, and local.
Likely potential for exposed tasks to move to software after workflow integration.
Licensing, building codes, and the sheer variety of existing structures make this one of the most AI-resilient occupations. The main change is better tools, not fewer plumbers.
Distribution
Where Plumbers, Pipefitters, and Steamfitters sits across 620 tracked roles
Displacement pressure 10 — higher than 0% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
30 O*NET task statements matched to SOC 47-2152. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $63,800 (May 2025, US national). The latest BLS row matched SOC 47-2152.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Plumbers, Pipefitters, and Steamfitters
SOC 47-2152 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 10/100 role score and are not an occupation forecast.
+1.1% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +1.6% GDP and 3.9% unemployment.
+5.9% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +8.3% GDP and 4.6% unemployment.
+33.6% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Plumbers, Pipefitters, and Steamfitters
The current evidence import matched 30 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks30
SOC47-2152
- Core task / ID 23469
Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.
- Core task / ID 23478
Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.
- Core task / ID 23466
Assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment.
- Core task / ID 23474
Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.
- Core task / ID 23459
Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.
- Core task / ID 23460
Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Install piping systems and fixtures
Exposure 10, automation 3%, augmentation 14%.
O*NET evidence: Install underground storm, sanitary, or water piping systems, extending piping as neede... (ID 23478)
Diagnose leaks and system faults
Exposure 26, automation 8%, augmentation 40%.
Review codes and blueprints
Exposure 36, automation 10%, augmentation 46%.
O*NET evidence: Review blueprints, building codes, or specifications to determine work details or proce... (ID 23475)
Document work and prepare estimates
Exposure 46, automation 20%, augmentation 52%.
TaskExposureAutomationAugmentation
Install piping systems and fixtures103%14%
Diagnose leaks and system faults268%40%
Review codes and blueprints3610%46%
Document work and prepare estimates4620%52%
Transition pathways
Adjacent moves that preserve existing skills
role redesign
LowPlumbing Estimator
Training horizon: 3-6 months. Skill overlap 64. Wage preservation signal 110.
- Use estimating software
- Build material takeoffs
- Review job-cost variance
credentialed transition
LowPlumbing Inspector
Training horizon: 6-12 months. Skill overlap 68. Wage preservation signal 112.
- Study inspection certification requirements
- Deepen code knowledge
- Shadow municipal inspectors
Comparison guides
Compare the next move before you commit
3-6 months
Plumbers, Pipefitters, and Steamfitters to Plumbing Estimator
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Plumbers, Pipefitters, and Steamfitters into Plumbing Estimator.
6-12 months
Plumbers, Pipefitters, and Steamfitters to Plumbing Inspector
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Plumbers, Pipefitters, and Steamfitters into Plumbing Inspector.
What the AI risk score means for Plumbers, Pipefitters, and Steamfitters
The displacement pressure score for Plumbers, Pipefitters, and Steamfitters is 10. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Document work and prepare estimates carries 20% automation pressure, while Document work and prepare estimates carries 52% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $63,800 (May 2025, US national). Employment context: Licensed trade with durable local demand. Typical education: Apprenticeship plus state license.
Wage vulnerability is 38, while transition feasibility is 66. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Very low displacement pressure
- Licensing protects the trade
- Green plumbing adds new demand
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Plumbers, Pipefitters, and Steamfitters, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
System diagnostics
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Code compliance
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Field problem-solving
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Estimating
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Plumbing Estimator, such as use estimating software.
- By 90 days, compare internal openings and external postings for Plumbing Estimator or Plumbing Inspector and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Plumbers, Pipefitters, and Steamfitters
Will AI replace Plumbers, Pipefitters, and Steamfitters?
Plumbing happens inside walls, under floors, and in aging buildings where no two jobs match. AI can help with diagnostics, estimating, and code lookup, but installation, repair, and inspection work is physical, licensed, and local. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Plumbers, Pipefitters, and Steamfitters work are most exposed to AI?
Document work and prepare estimates and Review codes and blueprints show the strongest automation pressure in this model. Document work and prepare estimates and Review codes and blueprints are better treated as AI-augmented work.
What should Plumbers, Pipefitters, and Steamfitters learn next?
Start with System diagnostics, Code compliance, Field problem-solving. The most practical adjacent paths in this model are Plumbing Estimator and Plumbing Inspector.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics