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

“Perform rough-ins, repair and replace fixtures and water heaters, and locate, repair, or remove leaking or broken pipes.” is a core task performed by Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters. Among the occupation's 15 rated tasks, workers place it 13th by importance (#3 most important). About 86% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Maintain facilities or equipment. in Repairing and Maintaining Mechanical Equipment

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T0.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 94% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Measure, cut, thread and assemble new pipe, placing the assembled pipe in hangers or other supports. · importance 4.0
• Cut or drill holes in walls or floors to accommodate the passage of pipes. · importance 4.0
• Assist pipe fitters in the layout, assembly, and installation of piping for air, ammonia, gas, and water systems. · importance 4.0
• Install gas burners to convert furnaces from wood, coal, or oil. · importance 4.0
• Cut pipe and lift up to fitters. · importance 3.9
• Fit or assist in fitting valves, couplings, or assemblies to tanks, pumps, or systems, using hand tools. · importance 3.9
• Requisition tools and equipment, select type and size of pipe, and collect and transport materials and equipment to work site. · importance 3.8
• Mount brackets and hangers on walls and ceilings to hold pipes, and set sleeves or inserts to provide support for pipes. · importance 3.8
• Excavate and grade ditches, and lay and join pipe for water and sewer service. · importance 3.8
• Fill pipes with sand or resin to prevent distortion, and hold pipes during bending and installation. · importance 3.7
• Disassemble and remove damaged or worn pipe. · importance 3.6
• Immerse pipe in chemical solution to remove dirt, oil, and scale. · importance 3.5
• Clean shop, work area, and machines, using solvent and rags. · importance 3.3
• Clean and renew steam traps. · importance 3.1

See all tasks on the Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-20144,
  title  = {Perform rough-ins, repair and replace fixtures and water heaters, and locate, repair, or remove leaking or broken pipes.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-20144}
}