Manufacturing Engineering Technologists
Develop tools, implement designs, or integrate machinery, equipment, or computer technologies to ensure effective manufacturing processes.
AI Impact Summary
Manufacturing Engineering Technologists faces moderate AI displacement risk with a score of 35/100. This occupation has higher AI displacement risk than 65% of all analyzed occupations. Of 29 analyzed tasks, 6 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 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.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension 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.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Negotiation 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 Manufacturing Engineering Technologists 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
Systems Thinking In Practice
by The Open University
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
29 tasks analyzed
Ensure adherence to safety rules and practices.
Monitor manufacturing processes to identify ways to reduce losses, decrease time requirements, or improve quality.
Recommend corrective or preventive actions to assure or improve product quality or reliability.
Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.
Plan, estimate, or schedule production work.
Evaluate manufacturing equipment, materials, or components.
Identify or implement new or sustainable manufacturing technologies, processes, or equipment.
Develop or maintain programs associated with automated production equipment.
Estimate manufacturing costs.
Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software.
Select material quantities or processing methods needed to achieve efficient production.
Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.
Verify weights, measurements, counts, or calculations and record results on batch records.
Oversee equipment start-up, characterization, qualification, or release.
Develop production, inventory, or quality assurance programs.
Create computer applications for manufacturing processes or operations, using computer-aided design (CAD) or computer-assisted manufacturing (CAM) tools.
Train manufacturing technicians on topics such as safety, health, fire prevention, or quality.
Analyze manufacturing supply chains to identify opportunities for increased efficiency in the acquisition of raw materials.
Monitor manufacturing operations to ensure adherence to environmental policies and practices.
Operate complex processing equipment.
Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as green house gas emissions, air pollution, water pollution, energy use, or waste creation.
Perform routine equipment maintenance.
Install manufacturing engineering equipment.
Coordinate equipment purchases, installations, or transfers.
Design plant layouts or production facilities.
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.
Develop processes to recover, recycle, or reuse waste or scrap materials from manufacturing operations.
Train manufacturing technicians on environmental protection topics.
Design plant or production layouts that minimize environmental impacts.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Ensure adherence to safety rules and practices. | 65.48Observed | 75.4% | 4% | |
| Monitor manufacturing processes to identify ways to reduce losses, decrease time requirements, or improve quality. | 60Estimated | 51.0% | 6% | |
| Recommend corrective or preventive actions to assure or improve product quality or reliability. | 55Estimated | 49.0% | 5% | |
| Identify opportunities for improvements in quality, cost, or efficiency of automation equipment. | 55Estimated | 49.0% | 5% | |
| Plan, estimate, or schedule production work. | 87Estimated | 84.0% | 4% | |
| Evaluate manufacturing equipment, materials, or components. | 50Estimated | 47.0% | 4% | |
| Identify or implement new or sustainable manufacturing technologies, processes, or equipment. | 40Estimated | 43.0% | 4% | |
| Develop or maintain programs associated with automated production equipment. | 65Observed | 53.0% | 4% | |
| Estimate manufacturing costs. | 90Estimated | 85.2% | 4% | |
| Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software. | 60Estimated | 51.0% | 4% | |
| Select material quantities or processing methods needed to achieve efficient production. | 55Estimated | 49.0% | 3% | |
| Develop manufacturing infrastructure to integrate or deploy new manufacturing processes. | 35Estimated | 41.0% | 4% | |
| Verify weights, measurements, counts, or calculations and record results on batch records. | 92Estimated | 86.0% | 3% | |
| Oversee equipment start-up, characterization, qualification, or release. | 30Estimated | 39.0% | 3% | |
| Develop production, inventory, or quality assurance programs. | 50Estimated | 47.0% | 3% | |
| Create computer applications for manufacturing processes or operations, using computer-aided design (CAD) or computer-assisted manufacturing (CAM) tools. | 65Estimated | 53.0% | 3% | |
| Train manufacturing technicians on topics such as safety, health, fire prevention, or quality. | 30Estimated | 27.0% | 3% | |
| Analyze manufacturing supply chains to identify opportunities for increased efficiency in the acquisition of raw materials. | 60Estimated | 51.0% | 3% | |
| Monitor manufacturing operations to ensure adherence to environmental policies and practices. | 87Estimated | 84.0% | 3% | |
| Operate complex processing equipment. | 50Estimated | 53.0% | 3% | |
| Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as green house gas emissions, air pollution, water pollution, energy use, or waste creation. | 55Estimated | 49.0% | 3% | |
| Perform routine equipment maintenance. | 40Estimated | 49.0% | 3% | |
| Install manufacturing engineering equipment. | 10Estimated | 13.0% | 3% | |
| Coordinate equipment purchases, installations, or transfers. | 72Estimated | 78.0% | 3% | |
| Design plant layouts or production facilities. | 58.33Observed | 50.3% | 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. | 50Estimated | 47.0% | 3% | |
| Develop processes to recover, recycle, or reuse waste or scrap materials from manufacturing operations. | 50Estimated | 47.0% | 3% | |
| Train manufacturing technicians on environmental protection topics. | 30Estimated | 27.0% | 2% | |
| Design plant or production layouts that minimize environmental impacts. | 69.12Observed | 54.7% | 2% |
Protective Factors
Total protective discount: 32.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$77,390
per year
Mean Wage
$79,740
per year
Employment
64K
workers
Wage Range
$47,010 - $114,630
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Higher risk than 47% of other occupations
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Higher risk than 54% of other occupations
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Higher risk than 58% of other occupations
Industrial Engineers
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Higher risk than 68% of other occupations
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Higher risk than 74% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Manufacturing Engineering Technologists 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.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension 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.
- Coordination
Coordination 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.
- 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.
- Monitoring
Monitoring 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