Manufacturing Engineers
Design, integrate, or improve manufacturing systems or related processes. May work with commercial or industrial designers to refine product designs to increase producibility and decrease costs.
AI Impact Summary
Manufacturing Engineers faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 53% of all analyzed occupations. Of 24 analyzed tasks, 5 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 Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
Memorization 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Manufacturing Engineers 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
Machine Learning Specialization
by Stanford / DeepLearning.AI
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Design Patterns in C# and .NET
by Pluralsight
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
24 tasks analyzed
Troubleshoot new or existing product problems involving designs, materials, or processes.
Investigate or resolve operational problems, such as material use variances or bottlenecks.
Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts.
Apply continuous improvement methods such as lean manufacturing to enhance manufacturing quality, reliability, or cost-effectiveness.
Provide technical expertise or support related to manufacturing.
Incorporate new manufacturing methods or processes to improve existing operations.
Review product designs for manufacturability or completeness.
Determine root causes of failures or recommend changes in designs, tolerances, or processing methods, using statistical procedures.
Prepare reports summarizing information or trends related to manufacturing performance.
Design layout of equipment or workspaces to achieve maximum efficiency.
Prepare documentation for new manufacturing processes or engineering procedures.
Communicate manufacturing capabilities, production schedules, or other information to facilitate production processes.
Supervise technicians, technologists, analysts, administrative staff, or other engineers.
Evaluate manufactured products according to specifications and quality standards.
Design, install, or troubleshoot manufacturing equipment.
Estimate costs, production times, or staffing requirements for new designs.
Train production personnel in new or existing methods.
Design tests of finished products or process capabilities to establish standards or validate process requirements.
Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing.
Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
Purchase equipment, materials, or parts.
Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as greenhouse gas emissions, air pollution, water pollution, energy use, or waste creation.
Read current literature, talk with colleagues, participate in educational programs, attend meetings, attend workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field.
Redesign packaging for manufactured products to minimize raw material use or waste.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Troubleshoot new or existing product problems involving designs, materials, or processes. | 40Estimated | 43.0% | 8% | |
| Investigate or resolve operational problems, such as material use variances or bottlenecks. | 60Estimated | 51.0% | 7% | |
| Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts. | 50Estimated | 47.0% | 7% | |
| Apply continuous improvement methods such as lean manufacturing to enhance manufacturing quality, reliability, or cost-effectiveness. | 50Estimated | 47.0% | 6% | |
| Provide technical expertise or support related to manufacturing. | 67.42Observed | 42.0% | 5% | |
| Incorporate new manufacturing methods or processes to improve existing operations. | 40Estimated | 43.0% | 5% | |
| Review product designs for manufacturability or completeness. | 60Estimated | 51.0% | 5% | |
| Determine root causes of failures or recommend changes in designs, tolerances, or processing methods, using statistical procedures. | 60Estimated | 51.0% | 5% | |
| Prepare reports summarizing information or trends related to manufacturing performance. | 59.38Observed | 73.0% | 4% | |
| Design layout of equipment or workspaces to achieve maximum efficiency. | 60Estimated | 51.0% | 4% | |
| Prepare documentation for new manufacturing processes or engineering procedures. | 92Estimated | 86.0% | 4% | |
| Communicate manufacturing capabilities, production schedules, or other information to facilitate production processes. | 51.08Observed | 35.4% | 4% | |
| Supervise technicians, technologists, analysts, administrative staff, or other engineers. | 15Estimated | 21.0% | 4% | |
| Evaluate manufactured products according to specifications and quality standards. | 92Estimated | 86.0% | 3% | |
| Design, install, or troubleshoot manufacturing equipment. | 30Estimated | 39.0% | 4% | |
| Estimate costs, production times, or staffing requirements for new designs. | 87Estimated | 84.0% | 3% | |
| Train production personnel in new or existing methods. | 30Estimated | 27.0% | 3% | |
| Design tests of finished products or process capabilities to establish standards or validate process requirements. | 50Estimated | 47.0% | 3% | |
| Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing. | 60Estimated | 51.0% | 3% | |
| Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste. | 35Estimated | 41.0% | 3% | |
| Purchase equipment, materials, or parts. | 77Estimated | 80.0% | 2% | |
| Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as greenhouse gas emissions, air pollution, water pollution, energy use, or waste creation. | 60Estimated | 51.0% | 3% | |
| Read current literature, talk with colleagues, participate in educational programs, attend meetings, attend workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field. | 20Estimated | 23.0% | 3% | |
| Redesign packaging for manufactured products to minimize raw material use or waste. | 60Estimated | 51.0% | 2% |
Protective Factors
Total protective discount: 33.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$117,750
per year
Mean Wage
$121,720
per year
Employment
151K
workers
Wage Range
$62,840 - $183,510
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Photonics Engineers
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Electronics Engineers, Except Computer
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Marine Engineers
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Higher risk than 60% of other occupations
Manufacturing Engineering Technologists
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Higher risk than 65% of other occupations
Chemical Engineers
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Manufacturing Engineers 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.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
- Memorization
Memorization 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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion 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.
- 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.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking 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