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This page explains how the Durability Score is built — the components, the evidence behind each one, and the named sources. For who this work fits and what a career path through it looks like, see the Deep Read. For your personalized match, take the free quiz.
Where the 83 comes from.

Three components - Automation Resistance, Structural Moat, and Demand - add up to 83.

FJP Durability Score
83/100
Automation Resistance
35/40

Automation Resistance is high because AI can help with dispatch, estimates, code lookup, notes, and customer messages, while pipe, drain, fixture, leak, and mechanical-system work remains physical. That matters for training choice, field risk, and automation exposure.

Sub-components
Substitution Resistance
29/30

Observed AI exposure is 0%, and modeled median job-loss risk is 0%. That fits plumbing because the central tasks are physical pipe, fixture, drain, boiler, and mechanical-system work inside real buildings, not screen work that software can complete alone.

Sources feeding this sub-component
Anthropic labor-market impacts → Reports 0.0% observed AI exposure for plumbers, pipefitters, and steamfitters.
Tufts American AI Jobs Risk Index → This occupation shows a 23.1 exposure score, with 0% median and fast job-loss outputs.
Augmentation Leverage
6/10

AI can support estimates, takeoffs, dispatch, route planning, service notes, customer communication, code lookup, and documentation. Those tools matter for plumbing businesses because service calls and bids create paperwork, but the highest-value work still happens at the pipe, fixture, drain, boiler, or mechanical system.

Sources feeding this sub-component
Anthropic Economic Index primitives → Shows AI usage around software, writing, search, and analysis tasks that map to contractor support work.
ServiceTitan 2026 Commercial Specialty Contractor Industry Report → Shows measurable AI impact rising among commercial specialty contractors.
Sage/AGC 2026 Construction Hiring and Business Outlook → Shows AI use or planned investment concentrated in office/admin, estimating, and design or preconstruction.
Structural Moat
30/35

Structural Moat is strong because licensing, supervised hours, exams, physical conditions, robotics resistance, and a deep apprenticeship path reinforce each other, with state-by-state variation as the main qualifier. That matters for licensing, training depth, and seat protection.

Sub-components
Physical & Environmental
10/10

Federal physical data shows a mean lift of 54.6 pounds, standing or walking for 84.1% of the day, and outdoor work for 81.3%. Wet spaces, crawl spaces, heights, contaminants, heavy material, and emergency service conditions reinforce the same high physical barrier.

Sources feeding this sub-component
Bureau of Labor Statistics Occupational Requirements Survey 2025 → Mean lift 54.6 lb; standing/walking 84.1%; outdoor work 81.3%; heights 59.8%; wetness 65.2%; hazardous contaminants 33.7%.
Regulatory Moat
8/12

Plumbing has a real state and local license map, often built around supervised hours, exams, contractor rules, and specialty credentials such as backflow or medical gas. The barrier is strong, but it varies by state and lane, so it is not identical everywhere.

Sources feeding this sub-component
CareerOneStop / DOL licensed occupations data → Shows which states license plumbing occupations.
Archbridge State Occupational Licensing Index 2025 → Compares state licensing burden and variation.
Bureau of Labor Statistics Occupational Requirements Survey 2025 → License, certification, or registration required for 26.2% of jobs; this does not replace the state licensing map.
Robotics Resistance
8/8

Plumbing work moves through tight spaces, old buildings, new construction, wet environments, buried problems, fixtures, valves, pipe, customer sites, and inspections. Cameras and inspection tools can help, but real repair or installation across normal buildings still needs a person.

Sources feeding this sub-component
IFR World Robotics 2025 and papers → Current robotics evidence does not show broad field-plumbing replacement.
Credential Depth
4/5

The entry path is usually high school plus a paid apprenticeship or long supervised training period. Federal training data and apprenticeship evidence both point to a multi-year ramp, with state requirements and specialty credentials adding variation across markets.

Sources feeding this sub-component
Bureau of Labor Statistics Occupational Outlook Handbook - Plumbers, Pipefitters, and Steamfitters → Lists high school or equivalent, apprenticeship, and no prior experience as the typical entry profile.
Bureau of Labor Statistics Occupational Requirements Survey 2025 → Apprenticeship required for 39.6% of jobs.
O*NET Online / O*NET 30.2 → Places the occupation in Job Zone 3, consistent with long training.
Demand
18/25

Demand is broad and service-backed: openings are steady, the work is tied to essential building systems, repair and renovation create a floor, and construction cycles still shape timing. That matters for openings, geography, timing, and local search.

Sub-components
Volume
5/10

Federal projections show about 504,500 plumber, pipefitter, and steamfitter jobs, 4.5% growth, and about 44,000 annual openings. Openings run about 8.7% of the workforce, which is steady rather than explosive.

Sources feeding this sub-component
Bureau of Labor Statistics Employment Projections → 504.5K jobs in 2024, 527.2K in 2034, 4.5% growth, and 44.0K annual openings.
Source Quality
8/8

Demand comes from water, sanitation, gas, heating, repair, renovation, industrial piping, aging infrastructure, and emergency service calls. That is stronger than turnover alone because buildings cannot function for long when pipe systems fail.

Sources feeding this sub-component
Resilience
5/7

The work persists through economic swings because leaks, clogs, heat, water, gas, and waste systems cannot be ignored. New construction, interest rates, public works schedules, and local license markets still affect when and where openings appear.

Sources feeding this sub-component
CareerOneStop licensing finder → State and local licensing markets shape entry and specialty access.
What would move the score
Scenario 1
Plumbing field robotics becomes real.

A paid deployment that completes plumbing installation or repair across normal buildings would cross the threshold. A camera, inspection tool, or factory demo would not be enough; the trigger is real customer-site pipe work. It would need to reduce service or installation hours, not just inspect.

Direction
Down, meaningful
Components affected
Robotics Resistance, Substitution Resistance
Scenario 2
Construction and service demand weaken together.

A simultaneous slowdown in new construction and repair or retrofit calls would weaken the demand case. Plumbing has a service floor, so the trigger is both sides softening at once rather than one quiet housing quarter. That combination would cut through plumbing's usual repair floor.

Direction
Down, modest
Components affected
Demand
Scenario 3
Large states weaken plumbing licensure.

A broad rollback of journeyman, contractor, or specialty plumbing license requirements in several large states would weaken the moat. Reciprocity alone would not; the trigger is the legal skill gate becoming thinner. The concern is a thinner verified skill gate in major markets.

Direction
Down, modest
Components affected
Regulatory Moat, Credential Depth
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Last reviewed June 2026 · Next September 2026