Millwrights
Install, dismantle, or move machinery and heavy equipment according to layout plans, blueprints, or other drawings.
AI Impact Summary
Millwrights faces low AI displacement risk with a score of 15/100. This occupation has higher AI displacement risk than 1% of all analyzed occupations. Of 23 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Millwrights skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
23 tasks analyzed
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.
Level bedplate and establish centerline, using straightedge, levels, and transit.
Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs.
Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
Assemble and install equipment, using hand tools and power tools.
Conduct preventative maintenance and repair, and lubricate machines and equipment.
Replace defective parts of machine or adjust clearances and alignment of moving parts.
Attach moving parts and subassemblies to basic assembly unit, using hand tools and power tools.
Lay out mounting holes, using measuring instruments, and drill holes with power drill.
Assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and power tools.
Position steel beams to support bedplates of machines and equipment, using blueprints and schematic drawings, to determine work procedures.
Move machinery and equipment, using hoists, dollies, rollers, and trucks.
Shrink-fit bushings, sleeves, rings, liners, gears, and wheels to specified items, using portable gas heating equipment.
Weld, repair, and fabricate equipment or machinery.
Dismantle machinery and equipment for shipment to installation site, usually performing installation and maintenance work as part of team.
Dismantle machines, using hammers, wrenches, crowbars, and other hand tools.
Fabricate and dismantle parts, equipment, and machines, using a cutting torch or other cutting equipment.
Bolt parts, such as side and deck plates, jaw plates, and journals, to basic assembly unit.
Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel.
Install robot and modify its program, using teach pendant.
Troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.
Connect power unit to machines or steam piping to equipment, and test unit to evaluate its mechanical operation.
Operate engine lathe to grind, file, and turn machine parts to dimensional specifications.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| 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. | 5Estimated | 11.0% | 6% | |
| Level bedplate and establish centerline, using straightedge, levels, and transit. | 5Estimated | 11.0% | 5% | |
| Align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers, or plumb bobs. | 5Estimated | 11.0% | 6% | |
| Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline. | 10Estimated | 19.0% | 3% | |
| Assemble and install equipment, using hand tools and power tools. | 5Estimated | 11.0% | 6% | |
| Conduct preventative maintenance and repair, and lubricate machines and equipment. | 20Estimated | 41.0% | 5% | |
| Replace defective parts of machine or adjust clearances and alignment of moving parts. | 5Estimated | 11.0% | 5% | |
| Attach moving parts and subassemblies to basic assembly unit, using hand tools and power tools. | 25Estimated | 43.0% | 4% | |
| Lay out mounting holes, using measuring instruments, and drill holes with power drill. | 5Estimated | 11.0% | 4% | |
| Assemble machines, and bolt, weld, rivet, or otherwise fasten them to foundation or other structures, using hand tools and power tools. | 5Estimated | 11.0% | 5% | |
| Position steel beams to support bedplates of machines and equipment, using blueprints and schematic drawings, to determine work procedures. | 20Estimated | 35.0% | 4% | |
| Move machinery and equipment, using hoists, dollies, rollers, and trucks. | 5Estimated | 11.0% | 4% | |
| Shrink-fit bushings, sleeves, rings, liners, gears, and wheels to specified items, using portable gas heating equipment. | 5Estimated | 11.0% | 3% | |
| Weld, repair, and fabricate equipment or machinery. | 5Estimated | 11.0% | 5% | |
| Dismantle machinery and equipment for shipment to installation site, usually performing installation and maintenance work as part of team. | 5Estimated | 11.0% | 4% | |
| Dismantle machines, using hammers, wrenches, crowbars, and other hand tools. | 15Estimated | 39.0% | 4% | |
| Fabricate and dismantle parts, equipment, and machines, using a cutting torch or other cutting equipment. | 5Estimated | 11.0% | 4% | |
| Bolt parts, such as side and deck plates, jaw plates, and journals, to basic assembly unit. | 20Estimated | 41.0% | 4% | |
| Construct foundation for machines, using hand tools and building materials such as wood, cement, and steel. | 5Estimated | 11.0% | 3% | |
| Install robot and modify its program, using teach pendant. | 50Estimated | 47.0% | 3% | |
| Troubleshoot equipment, electrical components, hydraulics, or other mechanical systems. | 60Estimated | 51.0% | 6% | |
| Connect power unit to machines or steam piping to equipment, and test unit to evaluate its mechanical operation. | 20Estimated | 35.0% | 4% | |
| Operate engine lathe to grind, file, and turn machine parts to dimensional specifications. | 5Estimated | 11.0% | 3% |
Protective Factors
Total protective discount: 32.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$65,170
per year
Mean Wage
$68,640
per year
Employment
41K
workers
Wage Range
$45,100 - $93,740
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsRefrigeration Mechanics and Installers
16%Median salary: $59,810
Higher risk than 2% of other occupations
Heating and Air Conditioning Mechanics and Installers
17%Median salary: $59,810
Higher risk than 2% of other occupations
Pipe Fitters and Steamfitters
18%Median salary: $62,970
Higher risk than 3% of other occupations
Plumbers
19%Median salary: $62,970
Higher risk than 5% of other occupations
Electricians
20%Median salary: $62,350
Higher risk than 8% of other occupations
Commercial Divers
22%Median salary: $61,130
Higher risk than 12% of other occupations
Maintenance and Repair Workers, General
24%Median salary: $48,620
Higher risk than 16% of other occupations
Industrial Machinery Mechanics
24%Median salary: $63,760
Higher risk than 16% of other occupations
Sheet Metal Workers
24%Median salary: $60,850
Higher risk than 17% of other occupations
Ship Engineers
28%Median salary: $101,320
Higher risk than 30% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Millwrights professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change