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.
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% |
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.
Recommended Courses
Courses matched to Engine and Other Machine Assemblers skill gaps, ranked by relevance to your displacement risk profile.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation
Kia to Deploy Humanoid Robots in US Factories by 2029
The South Korean automaker plans to integrate humanoid robots into its American manufacturing facilities by 2029. This timeline provides a concrete five-year window for auto workers to transition away from physical assembly roles before mass deployment.
Tesla balances humanoid robot pivot with return to small EV development
Despite a massive internal pivot toward AI and humanoid robotics, Tesla is resuming development on a smaller electric vehicle. The dual focus creates ongoing uncertainty for the company's manufacturing workforce.
Kia Introducing Humanoid Robots at US Plants
The automaker is deploying humanoid robots at its US manufacturing facilities to handle physically demanding tasks. This deployment marks a major shift from traditional assembly line robotics to versatile, human-replacing machines on the factory floor.
Kia to Deploy Humanoid Robots in US Auto Factories by 2029
The South Korean automaker announced plans to integrate humanoid robots into its American manufacturing plants within five years. This marks a major step toward physical automation in the auto industry, directly impacting future assembly line roles.
Auto executives look to AI to cut production costs and survive
Industry leaders at the New York Auto Show explicitly cited artificial intelligence as a necessary tool to slash operational expenses. This signals impending workforce reductions in traditional automotive production roles.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis