AITakeover Tracker
35%medium risk

Manufacturing Engineering Technologists

Develop tools, implement designs, or integrate machinery, equipment, or computer technologies to ensure effective manufacturing processes.

Green New & EmergingHigher risk than 65% of occupations

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)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingSystems AnalysisActive LearningMonitoringWritingTechnology Design

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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-8.1pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courseraintermediate

Systems Thinking In Practice

by The Open University

20 hours$49/mo4.5Certificate
Enhances AI augmentation: Systems Analysis

Estimated Impact

-5.6pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

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

High School Diploma9%
Post-Secondary Certificate5%
Associate's Degree41%
Bachelor's Degree36%
Doctoral/Professional Degree5%
Level 125%

Prior Experience Needed

Work experience required to enter this job

None14%
3-6 months5%
6 months - 1 year5%
1-2 years23%
2-4 years27%
4-6 years14%
8-10 years5%
Over 10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None5%
Up to 1 month5%
1-3 months18%
3-6 months23%
6 months - 1 year18%
1-2 years14%
2-4 years9%
6-8 years9%

How AI Impacts Each Task

29 tasks analyzed

Ensure adherence to safety rules and practices.

Risk: 75.4%AI: 65.48ObservedTime: 4%

Monitor manufacturing processes to identify ways to reduce losses, decrease time requirements, or improve quality.

Risk: 51.0%AI: 60EstimatedTime: 6%

Recommend corrective or preventive actions to assure or improve product quality or reliability.

Risk: 49.0%AI: 55EstimatedTime: 5%

Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.

Risk: 49.0%AI: 55EstimatedTime: 5%

Plan, estimate, or schedule production work.

Risk: 84.0%AI: 87EstimatedTime: 4%

Evaluate manufacturing equipment, materials, or components.

Risk: 47.0%AI: 50EstimatedTime: 4%

Identify or implement new or sustainable manufacturing technologies, processes, or equipment.

Risk: 43.0%AI: 40EstimatedTime: 4%

Develop or maintain programs associated with automated production equipment.

Risk: 53.0%AI: 65ObservedTime: 4%

Estimate manufacturing costs.

Risk: 85.2%AI: 90EstimatedTime: 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.

Risk: 51.0%AI: 60EstimatedTime: 4%

Select material quantities or processing methods needed to achieve efficient production.

Risk: 49.0%AI: 55EstimatedTime: 3%

Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.

Risk: 41.0%AI: 35EstimatedTime: 4%

Verify weights, measurements, counts, or calculations and record results on batch records.

Risk: 86.0%AI: 92EstimatedTime: 3%

Oversee equipment start-up, characterization, qualification, or release.

Risk: 39.0%AI: 30EstimatedTime: 3%

Develop production, inventory, or quality assurance programs.

Risk: 47.0%AI: 50EstimatedTime: 3%

Create computer applications for manufacturing processes or operations, using computer-aided design (CAD) or computer-assisted manufacturing (CAM) tools.

Risk: 53.0%AI: 65EstimatedTime: 3%

Train manufacturing technicians on topics such as safety, health, fire prevention, or quality.

Risk: 27.0%AI: 30EstimatedTime: 3%

Analyze manufacturing supply chains to identify opportunities for increased efficiency in the acquisition of raw materials.

Risk: 51.0%AI: 60EstimatedTime: 3%

Monitor manufacturing operations to ensure adherence to environmental policies and practices.

Risk: 84.0%AI: 87EstimatedTime: 3%

Operate complex processing equipment.

Risk: 53.0%AI: 50EstimatedTime: 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.

Risk: 49.0%AI: 55EstimatedTime: 3%

Perform routine equipment maintenance.

Risk: 49.0%AI: 40EstimatedTime: 3%

Install manufacturing engineering equipment.

Risk: 13.0%AI: 10EstimatedTime: 3%

Coordinate equipment purchases, installations, or transfers.

Risk: 78.0%AI: 72EstimatedTime: 3%

Design plant layouts or production facilities.

Risk: 50.3%AI: 58.33ObservedTime: 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.

Risk: 47.0%AI: 50EstimatedTime: 3%

Develop processes to recover, recycle, or reuse waste or scrap materials from manufacturing operations.

Risk: 47.0%AI: 50EstimatedTime: 3%

Train manufacturing technicians on environmental protection topics.

Risk: 27.0%AI: 30EstimatedTime: 2%

Design plant or production layouts that minimize environmental impacts.

Risk: 54.7%AI: 69.12ObservedTime: 2%

Protective Factors

Total protective discount: 32.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailAnalytical ThinkingIntegrityDependabilityInitiativePersistenceInnovationAchievement/EffortCooperationSelf ControlAdaptability/FlexibilityStress Tolerance

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

$47,010Median: $77,390$114,630
Career Planning

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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

-2.1

overall change

Checking for existing plan...