AITakeover Tracker
33%medium risk

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.

Green New & EmergingHigher risk than 53% of occupations

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)

Reading Comprehension10%

High reliance on Reading Comprehension 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.

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.

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.

Persuasion80%

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

Service Orientation82%

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

Social Perceptiveness90%

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

Coordination70%

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

AI-Augmented Skills (7)

MonitoringJudgment and Decision MakingSystems AnalysisWritingCritical ThinkingTechnology DesignActive Learning

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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

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

Estimated Impact

-8pt risk+$7K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$7K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.3pt 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

Post-Secondary Certificate4%
Associate's Degree16%
Bachelor's Degree76%
Level 104%

Prior Experience Needed

Work experience required to enter this job

None15%
3-6 months4%
6 months - 1 year15%
1-2 years31%
2-4 years12%
4-6 years12%
6-8 years4%
8-10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None12%
Up to 1 month27%
1-3 months4%
3-6 months12%
6 months - 1 year12%
1-2 years15%
2-4 years15%
4-6 years4%

How AI Impacts Each Task

24 tasks analyzed

Troubleshoot new or existing product problems involving designs, materials, or processes.

Risk: 43.0%AI: 40EstimatedTime: 8%

Investigate or resolve operational problems, such as material use variances or bottlenecks.

Risk: 51.0%AI: 60EstimatedTime: 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.

Risk: 47.0%AI: 50EstimatedTime: 7%

Apply continuous improvement methods such as lean manufacturing to enhance manufacturing quality, reliability, or cost-effectiveness.

Risk: 47.0%AI: 50EstimatedTime: 6%

Provide technical expertise or support related to manufacturing.

Risk: 42.0%AI: 67.42ObservedTime: 5%

Incorporate new manufacturing methods or processes to improve existing operations.

Risk: 43.0%AI: 40EstimatedTime: 5%

Review product designs for manufacturability or completeness.

Risk: 51.0%AI: 60EstimatedTime: 5%

Determine root causes of failures or recommend changes in designs, tolerances, or processing methods, using statistical procedures.

Risk: 51.0%AI: 60EstimatedTime: 5%

Prepare reports summarizing information or trends related to manufacturing performance.

Risk: 73.0%AI: 59.38ObservedTime: 4%

Design layout of equipment or workspaces to achieve maximum efficiency.

Risk: 51.0%AI: 60EstimatedTime: 4%

Prepare documentation for new manufacturing processes or engineering procedures.

Risk: 86.0%AI: 92EstimatedTime: 4%

Communicate manufacturing capabilities, production schedules, or other information to facilitate production processes.

Risk: 35.4%AI: 51.08ObservedTime: 4%

Supervise technicians, technologists, analysts, administrative staff, or other engineers.

Risk: 21.0%AI: 15EstimatedTime: 4%

Evaluate manufactured products according to specifications and quality standards.

Risk: 86.0%AI: 92EstimatedTime: 3%

Design, install, or troubleshoot manufacturing equipment.

Risk: 39.0%AI: 30EstimatedTime: 4%

Estimate costs, production times, or staffing requirements for new designs.

Risk: 84.0%AI: 87EstimatedTime: 3%

Train production personnel in new or existing methods.

Risk: 27.0%AI: 30EstimatedTime: 3%

Design tests of finished products or process capabilities to establish standards or validate process requirements.

Risk: 47.0%AI: 50EstimatedTime: 3%

Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing.

Risk: 51.0%AI: 60EstimatedTime: 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: 41.0%AI: 35EstimatedTime: 3%

Purchase equipment, materials, or parts.

Risk: 80.0%AI: 77EstimatedTime: 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.

Risk: 51.0%AI: 60EstimatedTime: 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.

Risk: 23.0%AI: 20EstimatedTime: 3%

Redesign packaging for manufactured products to minimize raw material use or waste.

Risk: 51.0%AI: 60EstimatedTime: 2%

Protective Factors

Total protective discount: 33.1%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailAnalytical ThinkingDependabilityCooperationInitiativePersistenceAdaptability/FlexibilityStress ToleranceInnovationAchievement/EffortSelf Control

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

$62,840Median: $117,750$183,510
Career Planning

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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

-0.8

overall change

Checking for existing plan...