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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
This result is backed by strong agreement across multiple data sources.
Contributing sources
Plumbers, Pipefitters, and Steamfitters are more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career is labeled as "Resilient" because the hands-on work that plumbers, pipefitters, and steamfitters do—like cutting, bending, and fitting pipes—requires human skills that AI and robots can't easily replicate. While AI can help with tasks like scheduling and estimating materials, the actual plumbing work still depends on human judgment and physical dexterity, especially in complex and varied environments.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is resilient
This career is labeled as "Resilient" because the hands-on work that plumbers, pipefitters, and steamfitters do—like cutting, bending, and fitting pipes—requires human skills that AI and robots can't easily replicate. While AI can help with tasks like scheduling and estimating materials, the actual plumbing work still depends on human judgment and physical dexterity, especially in complex and varied environments.
Read full analysisAnalysis of Current AI Resilience
Plumbers & Pipefitters
Updated Quarterly • Last Update: 2/17/2026

Right now, most plumbing and pipefitting work still relies on human skill. AI helps mainly with planning and office tasks. For example, construction software (BIM) can use 3D building models to automatically tally pipe lengths and estimate needed parts [1].
Plumbers also report using AI-based business tools – one survey found about 40% of tradespeople write emails, schedule jobs, or handle marketing with AI assistance [2]. But the core hands-on tasks remain manual. Cutting, threading, bending, and fitting pipes are done by people using power tools; there is no common robot that goes under your sink yet.
Engineers have built only a few special robots to crawl inside large pipes for inspection [1] [1], and even those are experimental. In everyday plumbing jobs — with their tight spaces and surprising twists — human plumbers still measure and adjust everything on site. In short, today’s AI mostly helps in the office or with planning, while the on-the-job plumbing work stays in human hands.

There are reasons to be optimistic and cautious about AI in plumbing. On the bright side, experts say demand for plumbers should actually grow. Leading tech figures note that building new data centers and factories will need lots of plumbers and pipefitters [3] [4].
Indeed, many younger tradespeople already use simple AI tools for reports or customer chats [2], so new technology isn’t scary to them. But automating real plumbing work is very hard. Robots are expensive and each job is different.
For example, one study shows how complex it is even to build a robot that can navigate a real pipe system with its curves and wet conditions [1]. Plus, safety codes and customer trust mean people will keep overseeing the work.
Overall, AI might make tasks like quoting or scheduling faster, but it won’t replace the plumber’s hands-on know-how anytime soon. Human judgment and creativity in solving on-site problems remain very valuable, so plumbers are likely to work with AI tools rather than be replaced by them [3] [2].

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They install and fix pipes that carry water, gas, or steam to make sure buildings have running water, heating, and cooling.
Median Wage
$62,970
Jobs (2024)
504,500
Growth (2024-34)
+4.5%
Annual Openings
44,000
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.
Anchor steel supports from ceiling joists to hold pipes in place.
Maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.
Assemble or secure pipes, tubes, fittings, or related equipment, according to specifications, by welding, brazing, cementing, soldering, or threading joints.
Measure, cut, thread, or bend pipe to required angle, using hand or power tools or machines such as pipe cutters, pipe-threading machines, or pipe-bending machines.
Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.
Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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