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How a millwright can use AI, task by task

O*NET 49-9044.00: Millwrights23 tasksJob Zone 2: Some preparation

Install, dismantle, or move machinery and heavy equipment according to layout plans, blueprints, or other drawings.

Type your own title and every prompt on this page updates to match. Also called: Maintenance Mechanic, Maintenance Millwright, Millwright, Millwright Business Representative (Millwright Business Rep), Millwright Foreman, Millwright General Foreman, Millwright Instructor, Precision Millwright.

Where AI fits in this job

AI-ready 0%AI-assist 4%Stays human 96%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 1 AI-assist and 22 human-led tasks out of 23. 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).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.Troubleshoot · Weekly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Replace defective parts of machine, or adjust clearances and alignment of moving parts.Hands-on work · Daily
  2. Insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments, to set specified clearances between moving and stationary parts.Hands-on work · Daily
  3. Assemble and install equipment, using hand tools and power tools.Hands-on work · Daily

Skills to build & where you could move ↓

AI can draft these 0

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

None of this job's tasks are here.

AI can help you prep these 1

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

Troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.

Weekly

AI suggests causes to test; the hands-on fix is yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 85% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can suggest likely causes and a diagnostic order to try. Hands-on testing and the final fix are yours.

Ready-to-use prompt

I work as a millwright. Part of my job is to troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment or system: [audio-visual, installed equipment, software]
Symptoms: [what's happening]

Build a step-by-step troubleshooting tree from quickest checks to deeper tests. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Troubleshooting tree

Step 1Pick a real example: the next time you troubleshoot equipment, electrical components and hydraulics (this week).
Step 2Fill in [Equipment or system] and [Symptoms] with the real details, then run the prompt.
Step 3Walk the tree on a real fault. Check it against the manufacturer's manual and your site procedure before you rely on it.

Never follow AI repair steps that bypass safety procedures, lockout/tagout or manufacturer guidance.

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

Importance 4.0/5 · core task · O*NET work activity: Troubleshoot equipment or systems operation problems..

These stay human 22

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): Face-to-face discussions: every day · Using hands on tools and objects: continually or almost continually · Responsible for others' health and safety: very high responsibility · Around hazardous equipment: once a week or more but not every day

Replace defective parts of machine, or adjust clearances and alignment of moving parts.

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 millwright. Part of my job is to replace defective parts of machine, or adjust clearances and alignment of moving parts.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [describe]
Part: [describe]

List diagnosis, removal, replacement 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: Part replacement job

Step 1Pick a real example: the next time you replace defective parts of machine (today).
Step 2Fill in [Equipment] and [Part] with the real details, then run the prompt.
Step 3Test the equipment fully before returning it.

Importance 4.8/5 · core task · O*NET work activity: Replace worn, damaged, or defective mechanical parts.. Also involves: Adjust equipment to ensure optimal performance..

Insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments, to set specified clearances between moving and stationary parts.

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 millwright. Part of my job is to insert shims, adjust tension on nuts and bolts, or position parts, using hand tools and measuring instruments, to set specified clearances between moving and stationary parts.

Context: The work draws on mechanical, building and construction and mathematics.
Device: [receiver, regulator]
Target: [spec]

List adjustment 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: Fine adjustment

Step 1Pick a real example: the next time you insert shims (today).
Step 2Fill in [Device] and [Target] 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 4.7/5 · core task · O*NET work activity: Adjust the tension of nuts or bolts.. Also involves: Position equipment using hand tools, power tools, or heavy equipment..

Assemble and install equipment, using hand tools and 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 millwright. Part of my job is to assemble and install equipment, using hand tools and power tools.

Context: The work draws on mechanical, building and construction and mathematics.
Machine: [describe]
Specs: [tolerances]

List assembly steps and measurements. 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 assembly

Step 1Pick a real example: the next time you assemble and install equipment (today).
Step 2Fill in [Machine] and [Specs] 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 4.5/5 · core task · O*NET work activity: Assemble mechanical components or machine parts..

Assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and 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 millwright. Part of my job is to assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and power tools.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [engine, radio gear]
Fasteners: [size, grade]

List bolt pattern, torque and checks. 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: Bolting up

Step 1Pick a real example: the next time you assemble machines (today).
Step 2Fill in [Equipment] and [Fasteners] 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 4.5/5 · core task · O*NET work activity: Bolt objects into place.. Also involves: Operate welding equipment.; Assemble mechanical components or machine parts..

Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.

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 millwright. Part of my job is to signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [vehicle, machine]
Specs: [angles, tolerances]

List measurement and adjustment 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: Alignment job

Step 1Pick a real example: the next time you signal crane operator (today).
Step 2Fill in [Equipment] and [Specs] 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 4.6/5 · core task · O*NET work activity: Align equipment or machinery.. Also involves: Communicate with coworkers to coordinate installations or repairs..

Conduct preventative maintenance and repair, and lubricate machines and 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 millwright. Part of my job is to conduct preventative maintenance and repair, and lubricate machines and equipment.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [describe]
Lubricants: [types, points]

List lube points, amounts and intervals. 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: Lubrication routine

Step 1Pick a real example: the next time you conduct preventative maintenance and repair (today).
Step 2Fill in [Equipment] and [Lubricants] 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 4.6/5 · core task · O*NET work activity: Lubricate equipment to allow proper functioning.. Also involves: Maintain work equipment or machinery..

Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs.

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 millwright. Part of my job is to align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [vehicle, machine]
Specs: [angles, tolerances]

List measurement and adjustment 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: Alignment job

Step 1Pick a real example: the next time you align machines or equipment (this week).
Step 2Fill in [Equipment] and [Specs] 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 4.7/5 · core task · O*NET work activity: Align equipment or machinery..

Move machinery and equipment, using hoists, dollies, rollers, and trucks.

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 millwright. Part of my job is to move machinery and equipment, using hoists, dollies, rollers, and trucks.

Context: The work draws on mechanical, building and construction and mathematics.
Route: [floors, rooms]
Items: [linens, supplies]

Plan a cart layout and route. 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: Moving supplies efficiently

Step 1Pick a real example: the next time you move machinery and equipment (today).
Step 2Fill in [Route] and [Items] 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 4.4/5 · core task · O*NET work activity: Move materials, equipment, or supplies.. Also involves: Operate cranes, hoists, or other moving or lifting equipment..

Dismantle machines, using hammers, wrenches, crowbars, and other hand 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 millwright. Part of my job is to dismantle machines, using hammers, wrenches, crowbars, and other hand tools.

Context: The work draws on mechanical, building and construction and mathematics.
Unit: [engine, transmission, machine]
Lifting gear: [hoists, stands]

List teardown order, lifting points and part tracking. 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: Heavy equipment teardown

Step 1Pick a real example: the next time you dismantle machines (today).
Step 2Fill in [Unit] and [Lifting gear] with the real details, then run the prompt.
Step 3Check lifting gear capacity against the component weights.

Importance 4.3/5 · core task · O*NET work activity: Dismantle heavy equipment or machinery..

Bolt parts, such as side and deck plates, jaw plates, and journals, to basic assembly unit.

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 millwright. Part of my job is to bolt parts, such as side and deck plates, jaw plates, and journals, to basic assembly unit.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [engine, radio gear]
Fasteners: [size, grade]

List bolt pattern, torque and checks. 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: Bolting up

Step 1Pick a real example: the next time you bolt parts (this week).
Step 2Fill in [Equipment] and [Fasteners] 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: Bolt objects into place..

Attach moving parts and subassemblies to basic assembly unit, using hand tools and 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 millwright. Part of my job is to attach moving parts and subassemblies to basic assembly unit, using hand tools and power tools.

Context: The work draws on mechanical, building and construction and mathematics.
Machine: [describe]
Specs: [tolerances]

List assembly steps and measurements. 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 assembly

Step 1Pick a real example: the next time you attach moving parts and subassemblies (this week).
Step 2Fill in [Machine] and [Specs] 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: Assemble mechanical components or machine parts..

Lay out mounting holes, using measuring instruments, and drill holes with power drill.

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 millwright. Part of my job is to lay out mounting holes, using measuring instruments, and drill holes with power drill.

Context: The work draws on mechanical, building and construction and mathematics.
Material: [panel, enclosure, part]
Openings: [sizes, positions]

List layout, bit selection and deburring. 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: Drilling for fixtures

Step 1Pick a real example: the next time you lay out mounting holes (this week).
Step 2Fill in [Material] and [Openings] 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: Drill holes in parts, equipment, or materials.. Also involves: Lay out work according to specifications..

Weld, repair, and fabricate equipment or machinery.

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 millwright. Part of my job is to weld, repair, and fabricate equipment or machinery.

Context: The work draws on mechanical, building and construction and mathematics.
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 weld, repair, and fabricate equipment or machinery (this week).
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 4.0/5 · core task · O*NET work activity: Repair worn, damaged, or defective mechanical parts.. Also involves: Fabricate parts or components.; Operate welding equipment..

Level bedplate and establish centerline, using straightedge, levels, and transit.

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 millwright. Part of my job is to level bedplate and establish centerline, using straightedge, levels, and transit.

Context: The work draws on mechanical, building and construction and mathematics.
Machine: [washer, bedplate]
Tools: [level, transit]

List leveling 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: Leveling machines

Step 1Pick a real example: the next time you level bedplate (this week).
Step 2Fill in [Machine] and [Tools] 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 4.3/5 · core task · O*NET work activity: Level machines or equipment..

Dismantle machinery and equipment for shipment to installation site, performing installation and maintenance work as part of team.

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 millwright. Part of my job is to dismantle machinery and equipment for shipment to installation site, performing installation and maintenance work as part of team.

Context: The work draws on mechanical, building and construction and mathematics.
Unit: [engine, transmission, machine]
Lifting gear: [hoists, stands]

List teardown order, lifting points and part tracking. 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: Heavy equipment teardown

Step 1Pick a real example: the next time you dismantle machinery and equipment (this week).
Step 2Fill in [Unit] and [Lifting gear] with the real details, then run the prompt.
Step 3Check lifting gear capacity against the component weights.

Importance 3.9/5 · core task · O*NET work activity: Dismantle heavy equipment or machinery..

Fabricate and dismantle parts, equipment, and machines, using a cutting torch or other cutting equipment.

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 millwright. Part of my job is to fabricate and dismantle parts, equipment, and machines, using a cutting torch or other cutting equipment.

Context: The work draws on mechanical, building and construction and mathematics.
Part: [describe, material, dimensions]
Process: [cut, shape, roll, weld]

List the sequence, tools, tolerances and inspection points. 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: Part fabrication plan

Step 1Pick a real example: the next time you fabricate and dismantle parts, equipment and machines (this week).
Step 2Fill in [Part] and [Process] with the real details, then run the prompt.
Step 3Check every dimension against the drawing before and after forming.

Importance 3.8/5 · core task · O*NET work activity: Fabricate parts or components..

Shrink-fit bushings, sleeves, rings, liners, gears, and wheels to specified items, using portable gas heating equipment.

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 millwright. Part of my job is to shrink-fit bushings, sleeves, rings, liners, gears, and wheels to specified items, using portable gas heating equipment.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [curing oven, heater]
Process: [bond curing, shrink-fit]

List temperatures and 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: Heating or curing operation

Step 1Pick a real example: the next time you shrink-fit bushings, sleeves and rings (this week).
Step 2Fill in [Equipment] and [Process] 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 4.0/5 · core task · O*NET work activity: Operate heating or drying equipment..

Position steel beams to support bedplates of machines and equipment, using blueprints and schematic drawings to determine work procedures.

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 millwright. Part of my job is to position steel beams to support bedplates of machines and equipment, using blueprints and schematic drawings to determine work procedures.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [medical, radio]
Location: [tower, vehicle, room]

List mounting steps and checks. 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: Mounting equipment

Step 1Pick a real example: the next time you position steel beams (this week).
Step 2Fill in [Equipment] and [Location] 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 3.9/5 · core task · O*NET work activity: Position equipment using hand tools, power tools, or heavy equipment..

Connect power unit to machines or steam piping to equipment, and test unit to evaluate its mechanical operation.

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 millwright. Part of my job is to connect power unit to machines or steam piping to equipment, and test unit to evaluate its mechanical operation.

Context: The work draws on mechanical, building and construction and mathematics.
Equipment: [describe]
Checks: [speed, temperature, operation]

List tests and limits. 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: Mechanical function test

Step 1Pick a real example: the next time you connect power unit.
Step 2Fill in [Equipment] and [Checks] 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 3.9/5 · core task · O*NET work activity: Test mechanical equipment to ensure proper functioning..

Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel.

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 millwright. Part of my job is to construct foundation for machines, using hand tools and building materials such as wood, cement, and steel.

Context: The work draws on mechanical, building and construction and mathematics.
Part: [describe, material, dimensions]
Process: [cut, shape, roll, weld]

List the sequence, tools, tolerances and inspection points. 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: Part fabrication plan

Step 1Pick a real example: the next time you construct foundation.
Step 2Fill in [Part] and [Process] with the real details, then run the prompt.
Step 3Check every dimension against the drawing before and after forming.

Importance 3.6/5 · core task · O*NET work activity: Fabricate parts or components..

Operate engine lathe to grind, file, and turn machine parts to dimensional specifications.

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 millwright. Part of my job is to operate engine lathe to grind, file, and turn machine parts to dimensional specifications.

Context: The work draws on mechanical, building and construction and mathematics.
Part: [valve, component]
Specs: [clearances]

List grinding steps and measurements. 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: Grinding to dimension

Step 1Pick a real example: the next time you operate engine lathe.
Step 2Fill in [Part] and [Specs] 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 3.5/5 · core task · O*NET work activity: Grind parts to required dimensions..

Install robot and modify its program, using teach pendant.

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 millwright. Part of my job is to install robot and modify its program, using teach pendant.

Context: The work draws on mechanical, building and construction and mathematics.
Job details: [robot: materials, specs, model numbers, teach pendant, site conditions]

Make me a pre-job checklist to install robot (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: robot

Step 1Before you next install robot, 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 3.8/5 · O*NET work activity: Install programs onto computer or computer-controlled equipment..

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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.

  • Operations Monitoringimportance 3.6/5
    Used in: Repairing and Maintaining Mechanical Equipment
  • Critical Thinkingimportance 3.6/5
    Used in: Repairing and Maintaining Mechanical Equipment
  • Troubleshootingimportance 3.8/5
    Used in: Repairing and Maintaining Mechanical Equipment
  • Quality Control Analysisimportance 3.2/5
    Used in: Repairing and Maintaining Mechanical Equipment

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.

  • Active Listeningimportance 3.1/5
    Used in: Making Decisions and Solving Problems
  • Judgment and Decision Makingimportance 3.1/5
    Used in: Making Decisions and Solving Problems
  • Reading Comprehensionimportance 3.0/5
    Used in: Making Decisions and Solving Problems
  • Active Learningimportance 2.8/5
    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.

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 1 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Inventory and store parts, tools, and equipment.

New in O*NET

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a millwright. Part of my job is to inventory and store parts, tools, and equipment.

Context: We use SAP software and Microsoft Excel.
Materials: [parts, supplies]
Data: [paste counts]

Organize inventory with reorder flags. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Materials inventory

Step 1Pick a real example: the next time you inventory and store parts, tools and equipment.
Step 2Fill in [Materials] and [Data] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

New O*NET task (08/2024). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Maintain equipment inventories, and select, store, or issue equipment as needed.” (Exercise Trainers and Group Fitness Instructors), and was checked by hand. O*NET work activity: Maintain inventories of materials, equipment, or products.. Also involves: Distribute instructional or library materials.; Order instructional or library materials or equipment..

Getting into this job

High school diploma is most common (45% of workers)

  • High school or less 50%
  • Certificate or some college 45%
  • Associate's 5%
  • On-the-job training: 2–4 years
  • Related experience: 1–2 years

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.

Autodesk AutoCADDassault Systemes SolidWorksMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft WordSAP software

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