Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

66.9%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
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.

This role is evolving

This career is labeled as "Evolving" because while AI tools and robots are starting to assist with certain tasks like pipe inspections and planning, the core hands-on work, such as fitting pipes and solving unexpected problems, still relies heavily on human skills. The unpredictable environments and creative problem-solving required on construction sites make human judgment essential.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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This role is evolving

This career is labeled as "Evolving" because while AI tools and robots are starting to assist with certain tasks like pipe inspections and planning, the core hands-on work, such as fitting pipes and solving unexpected problems, still relies heavily on human skills. The unpredictable environments and creative problem-solving required on construction sites make human judgment essential.

Read full analysis

Contributing 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

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Stable iconStable

96.7%

96.7%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

84.7%

84.7%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

63.5%

63.5%

Althoff & Reichardt

Economic Growth

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Changing fast iconChanging fast

24.4%

24.4%

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:

4,900

Annual Openings Pct:

39.3%

Analysis of Current AI Resilience

Pipelayer, Plumber Helper

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Most helper tasks in plumbing and pipelaying are still done by people. For example, robots have been developed to inspect pipes and even clean out clogs (using camera-crawlers and automated jetters) [1], but the everyday work of cutting, moving, and fitting heavy pipe pieces still relies on human skill. Research reviews note that advanced autonomous systems are mostly on special projects – for instance, large government-backed “smart construction” programs in some countries are experimenting with automatic trench-digging machines [2].

In routine jobs, helpers still clean shop floors by hand, carry tools, and dig by operating heavy equipment. Some new tools (like robotic cutters or welding arms) exist in factories, but on-site helpers typically use manual saws and wrenches. In short, no widely-used AI or robot currently performs those core helper tasks.

The tech that does exist tends to assist – for example, software can help plan how to lay pipe or order parts, and sensor-cameras can locate leaks -- but the final work (joining pipes, fitting valves, lifting pieces) is still done by people [1] [2].

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AI Adoption

AI in the real world

There are a few reasons AI and robots haven’t taken over these jobs (and likely won’t overnight). First, these tasks happen at messy, unpredictable construction sites. Machines need very controlled conditions, but a helper may work in mud, noise, or tight spaces where AI vision and movement can fail.

Second, equipment costs are high compared to labor: plumbers and helpers earn roughly middle wages, so buying a multimillion-dollar robot makes less sense right now for small jobs. A recent construction industry analysis points out that only big infrastructure programs (e.g. national pipeline projects) have pushed hard for automation [2]. Third, many plumbing tasks require creativity and problem-solving: a human helper can adjust on the fly if a pipe doesn’t fit or if an unexpected leak appears, something today’s AI can’t reliably do.

Future AI tools may gradually help (for instance, augmented-reality glasses could show where underground pipes run, or smart scanners might help pick parts), but human judgment stays important. Overall, adoption has been cautious. People generally welcome tools that augment their work (like robotic inspection cameras or efficient tools), but so far there is no easy way to replace a plumber’s helper with a robot on the job [1] [2].

In the long run, a smart helper who uses new AI-powered tools will likely be safer and more efficient – but the core skills of hands-on plumbing and pipelaying remain in demand.

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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

90% ResilienceCore Task

Cut pipe and lift up to fitters.

2

85% ResilienceCore Task

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

3

85% ResilienceSupplemental

Immerse pipe in chemical solution to remove dirt, oil, and scale.

4

80% ResilienceCore Task

Cut or drill holes in walls or floors to accommodate the passage of pipes.

5

80% ResilienceCore Task

Disassemble and remove damaged or worn pipe.

6

80% ResilienceSupplemental

Install gas burners to convert furnaces from wood, coal, or oil.

7

75% ResilienceCore Task

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

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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