Engine and Other Machine Assemblers
Construct, assemble, or rebuild machines, such as engines, turbines, and similar equipment used in such industries as construction, extraction, textiles, and paper manufacturing.
AI Impact Summary
Engine and Other Machine Assemblers faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 76% of all analyzed occupations. Of 12 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension 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.
Mathematics 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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance 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 Engine and Other Machine Assemblers 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
Cybersecurity Fundamentals Path
by Pluralsight
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
12 tasks analyzed
Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.
Position or align components for assembly, manually or using hoists.
Set and verify parts clearances.
Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment.
Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools.
Lay out and drill, ream, tap, or cut parts for assembly.
Rework, repair, or replace damaged parts or assemblies.
Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
Assemble systems of gears by aligning and meshing gears in gearboxes.
Maintain and lubricate parts or components.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations. | 87Estimated | 84.0% | 8% | |
| Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications. | 65Estimated | 59.0% | 10% | |
| Position or align components for assembly, manually or using hoists. | 40Estimated | 49.0% | 15% | |
| Set and verify parts clearances. | 50Estimated | 53.0% | 8% | |
| Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers. | 27.62Observed | 60.3% | 8% | |
| Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment. | 35Estimated | 47.0% | 15% | |
| Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools. | 45Estimated | 51.0% | 8% | |
| Lay out and drill, ream, tap, or cut parts for assembly. | 75Estimated | 63.0% | 6% | |
| Rework, repair, or replace damaged parts or assemblies. | 10Estimated | 13.0% | 10% | |
| Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts. | 70Estimated | 61.0% | 4% | |
| Assemble systems of gears by aligning and meshing gears in gearboxes. | 45Estimated | 51.0% | 5% | |
| Maintain and lubricate parts or components. | 40Estimated | 49.0% | 3% |
Protective Factors
Total protective discount: 26.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$52,540
per year
Mean Wage
$56,040
per year
Employment
38K
workers
Wage Range
$37,950 - $74,300
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
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Higher risk than 10% of other occupations
Sawing Machine Setters, Operators, and Tenders, Wood
34%Median salary: $39,950
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Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
35%Median salary: $45,590
Higher risk than 64% of other occupations
Print Binding and Finishing Workers
37%Median salary: $39,820
Higher risk than 71% of other occupations
Molding and Casting Workers
37%Median salary: $45,690
Higher risk than 72% of other occupations
Paper Goods Machine Setters, Operators, and Tenders
38%Median salary: $49,390
Higher risk than 74% of other occupations
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
40%Median salary: $48,620
Higher risk than 79% of other occupations
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
43%Median salary: $45,130
Higher risk than 87% of other occupations
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
45%Median salary: $47,060
Higher risk than 90% of other occupations
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
45%Higher risk than 92% 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. Engine and Other Machine Assemblers professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension 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.
- Mathematics
Mathematics 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.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving 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.
- Monitoring
Monitoring 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.
- Systems Analysis
Systems Analysis 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.
Score History
Risk score over 2 scoring runs
overall change