Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Pipelayer, Plumber Helper:
50.5%
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%).
Med
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%).
Low
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forHelpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters
$42,360 median salary•4,400 annual openings•SOC Code: 47-3015.00
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
This career is labeled "Mostly Resilient" because the hands-on, physical work that helpers do every day (cutting pipe, digging trenches, hauling materials, and working in tight spaces) is extremely hard for robots or AI to replicate affordably, and that core work is actually growing, with plumber and pipefitter jobs projected to increase 7 to 10 percent through 2035. The real-world messiness of job sites demands human dexterity, problem-solving, and judgment that today's technology simply cannot match.
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This career is labeled "Mostly Resilient" because the hands-on, physical work that helpers do every day (cutting pipe, digging trenches, hauling materials, and working in tight spaces) is extremely hard for robots or AI to replicate affordably, and that core work is actually growing, with plumber and pipefitter jobs projected to increase 7 to 10 percent through 2035. The real-world messiness of job sites demands human dexterity, problem-solving, and judgment that today's technology simply cannot match.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Pipelayer, Plumber Helper
Updated Quarterly
How is AI changing Pipelayer, Plumber Helper jobs?
If you're worried that AI will suddenly replace pipelayer, plumber, and pipefitter helpers—take a breath. Almost all of the physical tasks helpers do (cutting pipe, digging ditches, drilling holes, cleaning shops, hauling materials) sit at very low automation risk, and the AI showing up in this industry today is aimed at the office, not the jobsite. According to the U.S. Bureau of Labor Statistics [1], employment of plumbers, pipefitters, and steamfitters is projected to grow 7 percent from 2025 to 2035, much faster than the average for all occupations, which means demand for the humans who lift, cut, and lay pipe is actually rising.
Where AI is landing is behind the scenes: "2025 was a big year for AI integration in business and field operations, and we expect that momentum to continue into 2026 [2]," says PHCC's Pritchard. Contractors are now using AI-driven platforms for quoting, dispatching, customer communication, demand forecasting, and back-office efficiency. The PHCC's industry scan [2] echoes this, noting more home-service professionals are experimenting with AI and identifying ways to integrate it into daily operations, with the most common use cases being generative AI for content and administrative tasks, AI-enabled marketing and review management tools, and platforms that improve scheduling, customer responsiveness, and operational visibility.
On job sites, MCAA has been highlighting contractor-specific AI tools [3] like Autobahn and CountThings, designed to automate tedious processes and boost operational efficiency—things like counting fittings from photos, not swinging a wrench.
Sources
How fast is AI adoption growing for Pipelayer, Plumber Helper?
Adoption will be steady but slow for the field tasks helpers do, and faster for paperwork around them. The biggest accelerator is labor scarcity: since late 2022 when generative AI entered the mainstream, demand for robotics technicians has spiked 107%, with demand for HVAC engineers up 67% and construction roles up 30% [4]. "The debate around AI's impact on jobs often speculates on job displacement, but a critical reality is being overlooked," Randstad researchers said. AI is "spurring soaring demand" for skilled trade talent, who are needed to implement AI at work and sustain it.
Brookings similarly finds [5] both broad resilience and concentrated pockets of potential vulnerability in the U.S. labor market when it comes to AI job displacement—and hands-on trades sit firmly in the resilient bucket. What slows adoption on the tools side is simple physics and cost: excavating a trench, threading pipe in a cramped crawlspace, or cutting a hole in a stud wall requires dexterity, judgment, and safety awareness that today's robots can't match affordably. Human skills like problem-solving, teamwork with journeymen, and adapting to messy real-world sites remain your superpower.
If you're entering this field, the smart move is to lean into apprenticeship, get comfortable with digital tools (tablets, BIM, AI scheduling apps), and treat AI as a helper that handles paperwork so you can focus on the craft.
Sources
Will AI replace Pipelayer, Plumber Helper?
No. We don't think AI will replace Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters, though we do expect the job to change.
We gave this career a 50.5% AI Resilience Score, meaning it holds up better than most. The reason is straightforward: the core work happens in crawlspaces, ditches, and mechanical rooms where physical dexterity, real-time judgment, and safety awareness still belong entirely to humans. Robots simply cannot do this work affordably or reliably today, and that is not changing fast.
Where AI is landing is in the office, not on the jobsite. Contractors are using AI for scheduling, quoting, dispatching, and customer communication [2]. Tools like CountThings can count fittings from a photo, but they are not threading pipe in a tight space [3]. Meanwhile, demand for skilled trade talent has actually been rising since AI entered the mainstream, with construction roles seeing a 30% spike in demand [4]. Employment of plumbers and pipefitters is also projected to grow faster than average through 2035 [1].
The honest caveat is that wages and long-term earning flexibility in this helper role face more pressure than the physical job security does. The smart move is to get into apprenticeship, build your craft, and get comfortable with the digital tools showing up around you.
Sources
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Latest AI news for Pipelayer, Plumber Helper
Students pursuing careers as Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters should be aware of the varying AI risk levels discussed in these articles. While one source indicates an "Elevated" risk score of 46/100, another highlights the high displacement risk for these roles at 83/100, emphasizing that many routine tasks could be automated. However, an article argues that the physical nature of the work in unpredictable environments makes full replacement unlikely. These insights suggest that developing skills in adaptability and problem-solving can enhance AI resilience in this field.
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters: AI Risk ...
www.willaitakemyjob.app • 9/20/2026
Baseline AI displacement risk for Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters, aggregated from 5 research sources. What this score means.
Will AI Replace Helpers--Pipelayers, Plumbers, Pipefitters, and ...
www.replacedbai.com • 9/20/2026
No, Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters roles face significant AI replacement risk. With a risk score of 83/100, this occupation is in ...
Will AI Replace Plumbers? Why the Trade Is Safe
coursiv.io • 9/20/2026
Sep 10, 2026 — Will AI replace plumbers? No. The core work is physical, performed in unstructured spaces that vary building by building, and robotics is far ... Read more
Will AI Replace Helpers--Pipelayers, Plumbers, Pipefitters ...
www.aiexposure.org • 9/20/2026
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters have a composite AI automation risk score of 46 out of 100, classified as "Elevated".
Will AI Replace Plumbers, Pipefitters, and Steamfitters?
www.replacedbai.com • 9/20/2026
Based on our analysis, Plumbers, Pipefitters, and Steamfitters have a high risk of AI replacement with a score of 63/100. Many routine tasks in this role can be ... Read more
More Career Info
Career: Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters
They assist skilled workers in installing and repairing pipes for water, gas, and steam, ensuring systems work safely and efficiently.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$42,360
Jobs (2025)
45,300
Growth (2025-35)
+2.4%
Annual Openings
4,400
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Mount brackets and hangers on walls and ceilings to hold pipes, and set sleeves or inserts to provide support for pipes.
2
Assist pipe fitters in the layout, assembly, and installation of piping for air, ammonia, gas, and water systems.
3
Fill pipes with sand or resin to prevent distortion, and hold pipes during bending and installation.
4
Measure, cut, thread and assemble new pipe, placing the assembled pipe in hangers or other supports.
5
Fit or assist in fitting valves, couplings, or assemblies to tanks, pumps, or systems, using hand tools.
6
Perform rough-ins, repair and replace fixtures and water heaters, and locate, repair, or remove leaking or broken pipes.
7
Cut or drill holes in walls or floors to accommodate the passage of pipes.
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.
