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How a plumber / pipefitter / steamfitter can use AI, task by task

O*NET 47-2152.00: Plumbers, Pipefitters, and SteamfittersMedian pay $63,800/year (BLS, May 2025)30 tasksJob Zone 3: Medium preparation

Assemble, install, alter, and repair pipelines or pipe systems that carry water, steam, air, or other liquids or gases. May install heating and cooling equipment and mechanical control systems. Includes sprinkler fitters.

Type your own title and every prompt on this page updates to match. Also called: Drain Technician, Fire Sprinkler Service Technician, Pipe Welder, Pipefitter, Plumber, Plumbing Installer, Residential Plumber, Service Plumber, Sprinkler Fitter, Steamfitter.

Where AI fits in this job

AI-ready 4%AI-assist 16%Stays human 80%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 4 AI-assist and 25 human-led tasks out of 30. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 1

AI produces a usable first pass. You review it, fix it and own it.

Keep records of work assignments.

Daily

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to keep records of work assignments.

Context: We use Microsoft Word and Wilhelm Publishing Threshold.
Data: [surveillance, production, environment]
Format: [describe]

Draft entries. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Data log

Step 1Pick a real example: the next time you keep records of work assignments (today).
Step 2Fill in [Data] and [Format] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.7/5 · core task · O*NET work activity: Record operational or environmental data..

AI can help you prep these 4

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.

Daily

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.

Context: We use Bentley Systems AutoPIPE and COADE CAESAR II; the work draws on building and construction, mechanical and design.
Job: [framing, tile, finishes]
Requirements: [specs, budget, look]

Recommend materials and quantities. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Construction materials selection

Step 1Pick a real example: the next time you select pipe sizes, types and related materials (today).
Step 2Fill in [Job] and [Requirements] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.0/5 · core task · O*NET work activity: Select construction materials..

Review blueprints, building codes, or specifications to determine work details or procedures.

Weekly

AI gives you a first-pass summary; you still read the key parts.

Show prompt & steps

AI can pull out the key points and questions to look for. Use it as a first pass, then look closely yourself.

Ready-to-use prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to review blueprints, building codes, or specifications to determine work details or procedures.

Context: We use Autodesk Building Systems; the work draws on building and construction, mechanical and design.
Blueprint or spec notes: [type the dimensions, callouts, notes and revision]
Job: [what I'm building, installing or calibrating]

List the work requirements: dimensions, materials, tolerances, code references and inspection points. Flag anything that looks inconsistent or missing from the notes.

10-minute exercise: Read a print for work requirements

Step 1Take the print or spec for an upcoming job.
Step 2Type the key callouts into [Blueprint or spec notes] and describe the [Job].
Step 3Check every number against the drawing itself. AI only sees what you typed.

Remove names and private details before pasting, and check your employer's rules on what you can share with AI tools.

Importance 4.0/5 · core task · O*NET work activity: Review blueprints or specifications to determine work requirements..

Plan pipe system layout, installation, or repair, according to specifications.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to plan pipe system layout, installation, or repair, according to specifications.

Context: We use Piping construction costs estimation software and Estimating software; the work draws on building and construction, mechanical and design.
Job: [solar install, masonry]
Site: [dimensions, constraints]

Plan layout, alignment and sequence. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Installation layout plan

Step 1Pick a real example: the next time you plan pipe system layout, installation and repair (this week).
Step 2Fill in [Job] and [Site] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.1/5 · core task · O*NET work activity: Plan layout of construction, installation, or repairs..

Estimate time, material, or labor costs for use in project plans.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to estimate time, material, or labor costs for use in project plans.

Context: We use Bentley Systems AutoPIPE and COADE CAESAR II; the work draws on building and construction, mechanical and design.
Project: [type, size]
Quantities and prices: [paste]

Build a cost estimate table with contingency and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Construction cost estimate

Step 1Pick a real example: the next time you estimate time, material and labor costs (this week).
Step 2Fill in [Project] and [Quantities and prices] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · core task · O*NET work activity: Estimate construction project costs.. Also involves: Estimate construction project labor requirements..

These stay human 25

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Using hands on tools and objects: continually or almost continually · Standing: continually or almost continually · Face-to-face discussions: every day · Frequency of decisions: once a week or more but not every day

Locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to locate and mark the position of pipe installations, connections, passage holes, or fixtures in structures, using measuring instruments such as rulers or levels.

Context: The work draws on building and construction, mechanical and design.
Job: [carpentry, carpet, assembly]
Materials: [describe]

Make a measuring and cut list. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Measure for install

Step 1Pick a real example: the next time you locate and mark the position of pipe installations, connections and passage (today).
Step 2Fill in [Job] and [Materials] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · core task · O*NET work activity: Measure materials or objects for installation or assembly.. Also involves: Mark reference points on construction materials..

Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.

Context: The work draws on building and construction, mechanical and design.
Material: [lath, strips]
Sizes: [describe]

List cutting steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cutting metal strips or lath

Step 1Pick a real example: the next time you cut, thread, or hammer pipes (today).
Step 2Fill in [Material] and [Sizes] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · core task · O*NET work activity: Cut metal components for installation.. Also involves: Fabricate parts or components..

Assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to assemble pipe sections, tubing, or fittings, using couplings, clamps, screws, bolts, cement, plastic solvent, caulking, or soldering, brazing, or welding equipment.

Context: The work draws on building and construction, mechanical and design.
Joint: [material, thickness, position]
Process: [SMAW, MIG, TIG]

List prep, settings range, sequence and inspection. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Welding job prep

Step 1Pick a real example: the next time you assemble pipe sections (today).
Step 2Fill in [Joint] and [Process] with the real details, then run the prompt.
Step 3Check settings against the WPS and run a test bead.

Importance 4.2/5 · core task · O*NET work activity: Weld metal components.. Also involves: Install plumbing or piping..

Direct helpers engaged in pipe cutting, preassembly, or installation of plumbing systems or components.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to direct helpers engaged in pipe cutting, preassembly, or installation of plumbing systems or components.

Context: The work draws on building and construction, mechanical and design.
Crew: [describe]
Work: [tasks, problems]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing a construction crew

Step 1Pick a real example: the next time you direct helpers (today).
Step 2Fill in [Crew] and [Work] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · core task · O*NET work activity: Direct construction or extraction personnel..

Install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install pipe assemblies, fittings, valves, appliances such as dishwashers or water heaters, or fixtures such as sinks or toilets, using hand or power tools.

Context: The work draws on building and construction, mechanical and design.
Pipe: [sewer, water, storm drain]
Specs: [diameter, grade, depth, bedding]

List trench prep, bedding, grade checks, joining and backfill. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pipe laying plan

Step 1Pick a real example: the next time you install pipe assemblies, fittings and valves (today).
Step 2Fill in [Pipe] and [Specs] with the real details, then run the prompt.
Step 3Check grade with the laser or level at every length.

Importance 4.0/5 · core task · O*NET work activity: Install plumbing or piping..

Anchor steel supports from ceiling joists to hold pipes in place.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to anchor steel supports from ceiling joists to hold pipes in place.

Context: The work draws on building and construction, mechanical and design.
Pipe: [sewer, water, storm drain]
Specs: [diameter, grade, depth, bedding]

List trench prep, bedding, grade checks, joining and backfill. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pipe laying plan

Step 1Pick a real example: the next time you anchor steel supports (today).
Step 2Fill in [Pipe] and [Specs] with the real details, then run the prompt.
Step 3Check grade with the laser or level at every length.

Importance 3.9/5 · core task · O*NET work activity: Install plumbing or piping..

Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.

Context: The work draws on building and construction, mechanical and design.
Job details: [out full scale drawings of pipe systems, supports: materials, specs, model numbers, site conditions]

Make me a pre-job checklist to lay out full scale drawings of pipe systems, supports (tools, materials, safety steps), the key measurements or calculations to double-check, and a 3-line template for logging the job when I'm done. Flag anything to check against the manufacturer's manual.

10-minute exercise: Pre-job checklist: out full scale drawings of pipe systems, supports

Step 1Before you next lay out full scale drawings of pipe systems, supports, put the real materials, specs and site conditions in [Job details].
Step 2Check every measurement and tolerance it lists against the drawings, blueprints or specs before you start. Add the steps only experience teaches.
Step 3After the job, log it with the 3-line template and note one thing to do faster or safer next time.

Importance 4.1/5 · core task · O*NET work activity: Create construction or installation diagrams..

Attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment.

Context: The work draws on building and construction, mechanical and design.
Joint: [material, thickness, position]
Process: [SMAW, MIG, TIG]

List prep, settings range, sequence and inspection. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Welding job prep

Step 1Pick a real example: the next time you attach pipes (today).
Step 2Fill in [Joint] and [Process] with the real details, then run the prompt.
Step 3Check settings against the WPS and run a test bead.

Importance 3.9/5 · core task · O*NET work activity: Weld metal components.. Also involves: Install plumbing or piping..

Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.

Context: The work draws on building and construction, mechanical and design.
Problem: [leak, washer, broken pipe]
System: [water, steam, gas]

List isolation, repair steps, parts and tests. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Plumbing repair prep

Step 1Pick a real example: the next time you shut off steam (this week).
Step 2Fill in [Problem] and [System] with the real details, then run the prompt.
Step 3Shut off and drain before work, and leak-test after.

Importance 4.2/5 · core task · O*NET work activity: Maintain plumbing structures or fixtures..

Cut openings in structures to accommodate pipes or pipe fittings, using hand or power tools.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to cut openings in structures to accommodate pipes or pipe fittings, using hand or power tools.

Context: The work draws on building and construction, mechanical and design.
Material: [drywall, tile, structure]
Opening: [size, purpose]

List layout and cutting steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Cutting openings

Step 1Pick a real example: the next time you cut openings (this week).
Step 2Fill in [Material] and [Opening] with the real details, then run the prompt.
Step 3Check for hidden pipes and wires first.

Importance 3.6/5 · core task · O*NET work activity: Cut openings in existing structures..

Install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install underground storm, sanitary, or water piping systems, extending piping as needed to connect fixtures and plumbing.

Context: The work draws on building and construction, mechanical and design.
Pipe: [sewer, water, storm drain]
Specs: [diameter, grade, depth, bedding]

List trench prep, bedding, grade checks, joining and backfill. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pipe laying plan

Step 1Pick a real example: the next time you install underground storm and sanitary (this week).
Step 2Fill in [Pipe] and [Specs] with the real details, then run the prompt.
Step 3Check grade with the laser or level at every length.

Importance 4.2/5 · core task · O*NET work activity: Install plumbing or piping..

Maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.

Context: The work draws on building and construction, mechanical and design.
Problem: [leak, washer, broken pipe]
System: [water, steam, gas]

List isolation, repair steps, parts and tests. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Plumbing repair prep

Step 1Pick a real example: the next time you maintain or repair plumbing (this week).
Step 2Fill in [Problem] and [System] with the real details, then run the prompt.
Step 3Shut off and drain before work, and leak-test after.

Importance 3.6/5 · core task · O*NET work activity: Maintain plumbing structures or fixtures..

Fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks.

Context: The work draws on building and construction, mechanical and design.
System: [pipes, fixtures]
Test: [hydrostatic, air]

List test steps, pressures, durations and pass criteria. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Plumbing pressure test

Step 1Pick a real example: the next time you fill pipes or plumbing fixtures.
Step 2Fill in [System] and [Test] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.0/5 · core task · O*NET work activity: Inspect plumbing systems or fixtures..

Inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions, such as electrical wiring.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions, such as electrical wiring.

Context: The work draws on building and construction, mechanical and design.
Site: [building, structure, premises]
What I check: [brickwork, roof, climate, pests]

Make a condition survey checklist, a repair priority scale, and a report template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Site condition survey

Step 1Pick a real example: the next time you inspect structures (this week).
Step 2Fill in [Site] and [What I check] with the real details, then run the prompt.
Step 3Write your repair list with the priority scale. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.7/5 · core task · O*NET work activity: Inspect work sites to determine condition or necessary repairs..

Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

Context: The work draws on building and construction, mechanical and design.
System: [pipes, fixtures]
Test: [hydrostatic, air]

List test steps, pressures, durations and pass criteria. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Plumbing pressure test

Step 1Pick a real example: the next time you inspect, examine, or test installed systems or pipe lines (this week).
Step 2Fill in [System] and [Test] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.0/5 · core task · O*NET work activity: Inspect plumbing systems or fixtures..

Modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools.

Context: The work draws on building and construction, mechanical and design.
Facility: [pens, cages, grounds]
Animals or crops: [type]

Make a cleaning and disinfecting routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pen and facility cleaning

Step 1Pick a real example: the next time you modify, clean, or maintain pipe systems, units and fittings (this week).
Step 2Fill in [Facility] and [Animals or crops] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.8/5 · core task · O*NET work activity: Clean equipment or facilities.. Also involves: Maintain plumbing structures or fixtures..

Repair or remove and replace system components.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to repair or remove and replace system components.

Context: The work draws on building and construction, mechanical and design.
System: [plumbing, railcar, machine]
Component: [describe]

List isolation, removal and handling steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Component removal

Step 1Pick a real example: the next time you repair or remove and replace system components (this week).
Step 2Fill in [System] and [Component] with the real details, then run the prompt.
Step 3Isolate and drain or depressurize before removal.

Importance 3.6/5 · core task · O*NET work activity: Remove parts or components from equipment.. Also involves: Replace worn, damaged, or defective mechanical parts.; Repair worn, damaged, or defective mechanical parts..

Install automatic controls to regulate pipe systems.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install automatic controls to regulate pipe systems.

Context: The work draws on building and construction, mechanical and design.
System: [boiler, piping]
Components: [valves, gauges, controls]

List installation and test steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Gauge and control install

Step 1Pick a real example: the next time you install automatic controls.
Step 2Fill in [System] and [Components] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.7/5 · core task · O*NET work activity: Install gauges or controls..

Install green plumbing equipment, such as faucet flow restrictors, dual-flush or pressure-assisted flush toilets, or tankless hot water heaters.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install green plumbing equipment, such as faucet flow restrictors, dual-flush or pressure-assisted flush toilets, or tankless hot water heaters.

Context: The work draws on building and construction, mechanical and design.
Fixtures: [low-flow, dual-flush, restrictors]
Existing system: [pipe sizes, pressure]

List install steps, compatibility checks and tests. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Water-saving fixture install

Step 1Pick a real example: the next time you install green plumbing equipment.
Step 2Fill in [Fixtures] and [Existing system] with the real details, then run the prompt.
Step 3Check flow rates and code compliance on the product spec.

Importance 3.1/5 · core task · O*NET work activity: Install green plumbing or water handling systems..

Install pipe systems to support alternative energy-fueled systems, such as geothermal heating or cooling systems.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install pipe systems to support alternative energy-fueled systems, such as geothermal heating or cooling systems.

Context: The work draws on building and construction, mechanical and design.
Pipe: [sewer, water, storm drain]
Specs: [diameter, grade, depth, bedding]

List trench prep, bedding, grade checks, joining and backfill. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pipe laying plan

Step 1Pick a real example: the next time you install pipe systems.
Step 2Fill in [Pipe] and [Specs] with the real details, then run the prompt.
Step 3Check grade with the laser or level at every length.

Importance 3.4/5 · O*NET work activity: Install plumbing or piping..

Install fixtures, appliances, or equipment designed to reduce water or energy consumption.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to install fixtures, appliances, or equipment designed to reduce water or energy consumption.

Context: The work draws on building and construction, mechanical and design.
Fixtures: [low-flow, dual-flush, restrictors]
Existing system: [pipe sizes, pressure]

List install steps, compatibility checks and tests. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Water-saving fixture install

Step 1Pick a real example: the next time you install fixtures, appliances and equipment.
Step 2Fill in [Fixtures] and [Existing system] with the real details, then run the prompt.
Step 3Check flow rates and code compliance on the product spec.

Importance 3.3/5 · O*NET work activity: Install green plumbing or water handling systems..

Inspect work sites for obstructions or holes that could cause structural weakness.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to inspect work sites for obstructions or holes that could cause structural weakness.

Context: The work draws on building and construction, mechanical and design.
Site: [construction, plant, facility]
Hazards of concern: [geotechnical, radiation, chemical]

Make a hazard inspection checklist with tests to run and escalation thresholds. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Hazard survey

Step 1Pick a real example: the next time you inspect work sites (this week).
Step 2Fill in [Site] and [Hazards of concern] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 3.6/5 · O*NET work activity: Inspect work sites to identify potential environmental or safety hazards..

Weld small pipes or special piping, using specialized techniques, equipment, or materials, such as computer-assisted welding or microchip fabrication.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to weld small pipes or special piping, using specialized techniques, equipment, or materials, such as computer-assisted welding or microchip fabrication.

Context: The work draws on building and construction, mechanical and design.
Joint: [material, thickness, position]
Process: [SMAW, MIG, TIG]

List prep, settings range, sequence and inspection. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Welding job prep

Step 1Pick a real example: the next time you weld small pipes or special piping.
Step 2Fill in [Joint] and [Process] with the real details, then run the prompt.
Step 3Check settings against the WPS and run a test bead.

Importance 3.1/5 · O*NET work activity: Weld metal components..

Repair hydraulic or air pumps.

A few times a year

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to repair hydraulic or air pumps.

Context: The work draws on building and construction, mechanical and design.
Part: [pump, structure, component]
Damage: [describe]

List repair or rebuild steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Mechanical part repair

Step 1Pick a real example: the next time you repair hydraulic or air pumps.
Step 2Fill in [Part] and [Damage] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.2/5 · O*NET work activity: Repair worn, damaged, or defective mechanical parts..

Operate motorized pumps to remove water from flooded manholes, basements, or facility floors.

A few times a year

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a plumber / pipefitter / steamfitter. Part of my job is to operate motorized pumps to remove water from flooded manholes, basements, or facility floors.

Context: The work draws on building and construction, mechanical and design.
Equipment: [pump, compressor, generator]
Material: [concrete, air, grout]

List checks and adjustments while running. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pump or compressor tending

Step 1Pick a real example: the next time you operate motorized pumps.
Step 2Fill in [Equipment] and [Material] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 2.9/5 · O*NET work activity: Operate pumps or compressors..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Critical Thinkingimportance 3.5/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Troubleshootingimportance 3.2/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Operations Monitoringimportance 3.0/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Quality Control Analysisimportance 2.8/5
    Used in: Inspecting Equipment, Structures, or Materials

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Judgment and Decision Makingimportance 3.2/5
    Used in: Making Decisions and Solving Problems
  • Reading Comprehensionimportance 2.9/5
    Used in: Making Decisions and Solving Problems
  • Active Listeningimportance 2.9/5
    Used in: Making Decisions and Solving Problems
  • Complex Problem Solvingimportance 3.0/5
    Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Post-secondary certificate is most common (43% of workers)

  • High school or less 43%
  • Certificate or some college 48%
  • Associate's 9%
  • On-the-job training: 2–4 years
  • Related experience: 4–6 years
  • Professional certification: important (3.6/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

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