Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.
AI Resilience Report for
They install and fix pipes that carry water, gas, or steam to make sure buildings have running water, heating, and cooling.
This role is stable
A career as a plumber is labeled as "Stable" because the hands-on work they do requires human skill and judgment that AI can't replace yet. While AI tools can assist with planning and office tasks like scheduling and marketing, the actual work of cutting, fitting, and adjusting pipes in unique and tricky spaces still depends on people.
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 stable
A career as a plumber is labeled as "Stable" because the hands-on work they do requires human skill and judgment that AI can't replace yet. While AI tools can assist with planning and office tasks like scheduling and marketing, the actual work of cutting, fitting, and adjusting pipes in unique and tricky spaces still depends on people.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Plumbers & Pipefitters
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
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.

AI in the real world
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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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
Anchor steel supports from ceiling joists to hold pipes in place.
Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.
Install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.
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.
Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.
Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.
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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