Mostly Resilient
Last Update: 5/19/2026
AI Resilience Score for Pipelayer, Plumber Helper:
55.2%
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
$39,270 median salary•4,900 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.
The hands-on physical work at the heart of this career — hauling pipe, drilling through walls, and assembling fittings in tight, unpredictable spaces — is genuinely difficult for robots and AI to replicate, which is a big reason this career holds up so well. Where AI *is* making a real difference is on the business side of things, like scheduling, estimating costs, and handling customer calls, which actually frees up helpers to spend more time doing the skilled jobsite work they're trained for.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is mostly resilient
The hands-on physical work at the heart of this career — hauling pipe, drilling through walls, and assembling fittings in tight, unpredictable spaces — is genuinely difficult for robots and AI to replicate, which is a big reason this career holds up so well. Where AI *is* making a real difference is on the business side of things, like scheduling, estimating costs, and handling customer calls, which actually frees up helpers to spend more time doing the skilled jobsite work they're trained for.
Read full analysisAnalysis of Current AI Resilience
Pipelayer, Plumber Helper
Updated Quarterly
How is AI changing Pipelayer, Plumber Helper jobs?
Good news first: the hands-on work that helpers do — hauling pipe, cutting it to length, drilling through walls, and assembling fittings — is one of the hardest things to automate. According to the U.S. Bureau of Labor Statistics, employment of plumbers, pipefitters, and steamfitters is projected to grow 4 percent from 2024 to 2034, about as fast as the average for all occupations, and the work still happens "under floors and behind walls" where robots struggle to move [1]. AI today is mostly being used to augment the business side of the trade, not replace the people doing the physical labor.
A trade publication for the field reports that nearly 40% of contractors report measurable AI impact, up from 17% in 2025, with contractors applying AI across high-value areas including cost estimation and budgeting (24%) and bid management (22%). As one industry leader explained in Contractor magazine [2], AI is "not about replacing skilled labor" but acts like an "AI employee" handling estimating, scheduling, invoicing, and customer communication. New startups like Avoca, recently valued at $1 billion [3], build AI agents that answer missed calls and schedule jobs for plumbing companies — meaning a helper might spend less time chasing paperwork and more time on the actual jobsite.
Sources
How fast is AI adoption growing for Pipelayer, Plumber Helper?
AI is being adopted fast on the office side because the tools are cheap, off-the-shelf, and immediately save money on admin work. Seventy-one percent of contractors report rising wages, up from 55% in 2025, so anything that reduces overhead is attractive. But adoption is slow on the jobsite for three big reasons: the physical work is unpredictable, robotics for tight residential spaces is still very expensive, and the labor market actively needs more humans — the World Economic Forum reports that 37% of Gen Z graduates are now pursuing blue-collar work [4] as office jobs shrink.
For young people curious about this career: AI is far more likely to be your helpful coworker than your replacement.
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.
Our AI Resilience Score for this role is 55.2%, which puts it in "Mostly Resilient" territory. The core reason is simple: the physical work is genuinely hard to automate. Crawling under floors, cutting pipe to fit awkward spaces, and assembling fittings in tight spots are tasks that robots still cannot do reliably or cheaply. The Bureau of Labor Statistics projects employment in this trade to grow about as fast as the average for all occupations through 2034 [1], which tells us employers still need human hands on the job.
Where AI is showing up is on the business side. Contractors are using it for cost estimation, scheduling, and customer communication. As one industry leader put it, AI acts like an "AI employee" handling admin work, not replacing skilled labor [2]. Startups are even building tools to answer missed calls and book jobs automatically [3]. That shift actually benefits helpers by cutting paperwork and keeping them focused on the work that matters.
The honest caveat is that wages and long-term earning flexibility in this role face some pressure. But with 37% of Gen Z now moving toward blue-collar careers [4], the trades are gaining attention for good reason. AI is far more likely to be a useful tool here than a threat.
Sources
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Latest AI news for Pipelayer, Plumber Helper
These articles highlight the evolving role of AI in the careers of Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters. While the risk of AI replacement exists, as noted in the first article, it also opens opportunities for efficiency and innovation. For example, AI-assisted tools are streamlining pipeline design and enhancing cost estimation accuracy, helping skilled workers focus on more complex tasks. This indicates that while AI may change job dynamics, it also creates a resilient career path for those willing to adapt and embrace new technologies.
The Rise of AI Pipefitters
shieldbase.ai • 5/20/2026
As AI matures, parts of the pipefitting process will be automated. AI-assisted pipeline design tools are emerging, capable of self-healing integrations and ... Read more
AI Won't Replace Plumbers, But It Might Help You Hire One
www.phcppros.com • 5/20/2026
Dec 1, 2025 — Discover why AI pioneer Geoffrey Hinton calls plumbing a “future-proof” career and how skilled trades offer stability, growth, ...
Will AI Replace Plumbers and Roofers? Or Just Redesign ...
medium.com • 5/20/2026
AI -driven quoting tools are helping contractors provide faster, more accurate cost estimates. Scheduling software optimizes crew deployments and ... Read more
How will AI affect the job of plumbers and technicians ...
www.quora.com • 5/20/2026
How will AI affect the job of plumbers and technicians in the HVAC industry?
Will AI Replace Helpers--Pipelayers, Plumbers, Pipefitters ...
www.replacedbai.com • 5/20/2026
Mar 28, 2026 — Based on our analysis, Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters have a critical risk of AI replacement with a score of 83/ ... 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
$39,270
Jobs (2024)
45,300
Growth (2024-34)
+4.9%
Annual Openings
4,900
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Excavate and grade ditches, and lay and join pipe for water and sewer service.
2
Install gas burners to convert furnaces from wood, coal, or oil.
3
Measure, cut, thread and assemble new pipe, placing the assembled pipe in hangers or other supports.
4
Mount brackets and hangers on walls and ceilings to hold pipes, and set sleeves or inserts to provide support for pipes.
5
Fit or assist in fitting valves, couplings, or assemblies to tanks, pumps, or systems, using hand tools.
6
Assist pipe fitters in the layout, assembly, and installation of piping for air, ammonia, gas, and water systems.
7
Clean shop, work area, and machines, using solvent and rags.
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.
