BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

69.2%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

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.

Summary

This career is considered "Stable" because the tasks done by helpers in plumbing and pipefitting require physical skills and human judgment that AI and robots can't easily replicate. Most of the work involves hands-on activities like cutting, fitting pipes, and solving unexpected problems, which machines aren't yet capable of doing independently.

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Learn more about how you can thrive in this position

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Summary

This career is considered "Stable" because the tasks done by helpers in plumbing and pipefitting require physical skills and human judgment that AI and robots can't easily replicate. Most of the work involves hands-on activities like cutting, fitting pipes, and solving unexpected problems, which machines aren't yet capable of doing independently.

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Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

99.3%

99.3%

Microsoft's Working with AI

AI Applicability

Learn about this score
Stable iconStable

84.7%

84.7%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

45.8%

45.8%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

4.9%

Growth Percentile:

72.2%

Annual Openings:

4.9

Annual Openings Pct:

39.3%

Analysis of Current AI Resilience

Pipelayer, Plumber Helper

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Right now, most work that helpers do on plumbing or pipefitting jobs is still done by people using power tools. These jobs are very physical: O*NET notes that helpers spend a lot of time handling and moving objects and using their whole body to lift, climb, and carry materials [1]. As a result, there aren’t many off-the-shelf robots or AI systems that can drill holes, cut and fit pipes, or mount brackets in a typical home or building.

Some very specialized machines exist – for example, ABB developed an autonomous drilling robot that can move up an elevator shaft and drill holes with precision by scanning the concrete surface [2] – but this is a one-of-a-kind tool for elevators, not a common site machine. In everyday plumbing work, drills and basic power tools are still used by people to cut holes and install pipes. There are a few examples of technology helping on the job: for instance, some construction companies experiment with augmented-reality (AR) glasses or tablets that overlay instructions on a view of the work [3].

This kind of AR can show a helper exactly where to put a pipe or warn about wires, helping them work faster and safer. However, even these AR tools are just starting out in the construction world, and they assist rather than replace the worker. In summary, AI or robots are not yet performing these helper tasks independently [2] [3]; most cutting, measuring, and fitting of pipes is still done the traditional way by humans.

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AI Adoption

AI Adoption

There are several reasons AI and robots would be slow to take over plumbing-helper jobs. First, the construction industry as a whole has been slow to adopt AI tools. A McKinsey study notes that only a few construction firms today have the budget or the trained staff to deploy fancy AI systems [4].

Many companies also hesitate because new machines and software can cost a lot upfront, and so far they often see only modest savings or productivity gains [4]. In fact, most tech startups in construction have focused on better planning, project-tracking, or safety monitoring – tasks like scheduling crews and updating blueprints – rather than on-site jobs like laying pipes [4] [4]. In other words, there aren’t many plug-and-play AI tools for pipefitting helpers right now.

Also, plumbing jobs are often done on busy, irregular building sites rather than in a factory, so it’s hard to bring in a big robot. Overall, the economic benefits of automation in these trades aren’t always clear-cut yet – human helpers are relatively low-paid (around $16–17 per hour on average [5]) compared to the cost of expensive machinery or complex software.

Looking to the future, this doesn’t mean jobs will disappear, but rather that technology will likely augment workers. For example, digital tools might help helpers plan pipe layouts or order materials more efficiently, but the actual hands-on work will still need skilled people. Helpers use judgment and problem-solving constantly on the job [1] [1] – for instance, they decide the best way to fit a pipe through a wall or fix an unexpected leak.

Those creative, on-the-spot skills are hard for AI to replicate. In a hopeful sense, this means the human touch remains valuable. Because machines still need human direction for these tasks, there should continue to be demand for helpers’ labor and expertise in plumbing and pipefitting [4] [4].

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More Career Info

Career: Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

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

75% ResilienceCore Task

Perform rough-ins, repair and replace fixtures and water heaters, and locate, repair, or remove leaking or broken pipes.

2

65% ResilienceCore Task

Measure, cut, thread and assemble new pipe, placing the assembled pipe in hangers or other supports.

3

65% ResilienceCore Task

Mount brackets and hangers on walls and ceilings to hold pipes, and set sleeves or inserts to provide support for pipes.

4

65% ResilienceCore Task

Requisition tools and equipment, select type and size of pipe, and collect and transport materials and equipment to work site.

5

65% ResilienceCore Task

Fit or assist in fitting valves, couplings, or assemblies to tanks, pumps, or systems, using hand tools.

6

65% ResilienceCore Task

Excavate and grade ditches, and lay and join pipe for water and sewer service.

7

65% ResilienceCore Task

Cut pipe and lift up to fitters.

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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