Installation & MaintenanceO*NET: 49-9044.00
Will AI Replace Millwrights?
Install, dismantle, or move machinery and heavy equipment according to layout plans, blueprints, or other drawings.
56out of 100
Medium Risk
AI Risk Score
56/100
Risk Level
Medium
Job Zone
2/5
Entry
Total Tasks Analyzed
22
🤖 What AI Can Do
- ▸Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
- ▸Level bedplate and establish centerline, using straightedge, levels, and transit.
- ▸Operate engine lathe to grind, file, and turn machine parts to dimensional specifications.
👤 What Requires Humans
- ▸Conduct preventative maintenance and repair, and lubricate machines and equipment.
- ▸Assemble and install equipment, using hand tools and power tools.
- ▸Weld, repair, and fabricate equipment or machinery.
- ▸Dismantle machinery and equipment for shipment to installation site, performing installation and maintenance work as part of team.
- ▸Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel.
Task Breakdown
🤖AI Can Automate (3)
- Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
- Level bedplate and establish centerline, using straightedge, levels, and transit.
- Operate engine lathe to grind, file, and turn machine parts to dimensional specifications.
👤Requires Humans (5)
- Conduct preventative maintenance and repair, and lubricate machines and equipment.
- Assemble and install equipment, using hand tools and power tools.
- Weld, repair, and fabricate equipment or machinery.
- Dismantle machinery and equipment for shipment to installation site, performing installation and maintenance work as part of team.
- Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel.
⚡AI-Assisted (14)
- Replace defective parts of machine, or adjust clearances and alignment of moving parts.
- Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs.
- 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.
- Assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and power tools.
- Move machinery and equipment, using hoists, dollies, rollers, and trucks.
- Dismantle machines, using hammers, wrenches, crowbars, and other hand tools.
- Bolt parts, such as side and deck plates, jaw plates, and journals, to basic assembly unit.
- Lay out mounting holes, using measuring instruments, and drill holes with power drill.
Key Skills Analysis
Installation
Importance: 3.75/5.00
Equipment Maintenance
Importance: 3.75/5.00
Troubleshooting
Importance: 3.75/5.00
Critical ThinkingAI-Resistant
Importance: 3.62/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.62/5.00
Repairing
Importance: 3.62/5.00
Operation and Control
Importance: 3.38/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.25/5.00
Time ManagementAI-Resistant
Importance: 3.25/5.00
Active Listening
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.12/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
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Frequently Asked Questions
Based on our analysis, Millwrights have a medium risk of AI replacement with a score of 56/100. While some tasks can be assisted by AI, the core responsibilities require human judgment and skills.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research