AITakeover Tracker
30%medium risk

Microsystems Engineers

Research, design, develop, or test microelectromechanical systems (MEMS) devices.

Green New & EmergingHigher risk than 41% of occupations

AI Impact Summary

Microsystems Engineers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 41% of all analyzed occupations. Of 31 analyzed tasks, 4 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.

Reading Comprehension10%

High reliance on Reading Comprehension 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.

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)

Complex Problem Solving75%

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

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

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.

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingSystems AnalysisWritingMonitoringJudgment and Decision MakingActive LearningTechnology Design

Recommended Courses

Courses matched to Microsystems 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt 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

-2.2pt 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

Bachelor's Degree31%
Master's Degree13%
Doctoral/Professional Degree34%
Level 1122%

Prior Experience Needed

Work experience required to enter this job

1-2 years39%
2-4 years9%
4-6 years22%
6-8 years17%
Over 10 years14%

Training Provided After Hiring

How long it typically takes to learn on the job

None2%
Up to 1 month5%
1-3 months14%
3-6 months15%
6 months - 1 year64%

How AI Impacts Each Task

31 tasks analyzed

Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.

Risk: 52.8%AI: 64.58ObservedTime: 3%

Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability.

Risk: 51.0%AI: 60EstimatedTime: 3%

Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.

Risk: 53.0%AI: 65EstimatedTime: 3%

Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.

Risk: 52.6%AI: 64.03ObservedTime: 3%

Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software.

Risk: 41.0%AI: 35EstimatedTime: 3%

Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.

Risk: 57.0%AI: 75EstimatedTime: 2%

Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes.

Risk: 23.0%AI: 20EstimatedTime: 2%

Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.

Risk: 85.2%AI: 90EstimatedTime: 2%

Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology.

Risk: 51.5%AI: 61.35ObservedTime: 2%

Conduct analyses addressing issues such as failure, reliability, or yield improvement.

Risk: 53.0%AI: 65EstimatedTime: 2%

Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.

Risk: 45.0%AI: 45EstimatedTime: 2%

Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.

Risk: 50.3%AI: 58.2ObservedTime: 2%

Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.

Risk: 84.0%AI: 87EstimatedTime: 2%

Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements.

Risk: 55.4%AI: 71.05ObservedTime: 2%

Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing.

Risk: 55.0%AI: 70EstimatedTime: 2%

Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers.

Risk: 23.0%AI: 20EstimatedTime: 2%

Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.

Risk: 73.6%AI: 61.1ObservedTime: 2%

Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications.

Risk: 25.0%AI: 25EstimatedTime: 2%

Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications.

Risk: 80.0%AI: 77EstimatedTime: 2%

Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.

Risk: 43.0%AI: 40EstimatedTime: 2%

Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.

Risk: 29.0%AI: 35EstimatedTime: 2%

Develop customer documentation, such as performance specifications, training manuals, or operating instructions.

Risk: 69.6%AI: 50.92ObservedTime: 2%

Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications.

Risk: 43.0%AI: 40EstimatedTime: 2%

Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.

Risk: 51.0%AI: 60EstimatedTime: 2%

Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing.

Risk: 39.0%AI: 30EstimatedTime: 44%

Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology.

Risk: 49.0%AI: 55EstimatedTime: 1%

Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices.

Risk: 47.0%AI: 50EstimatedTime: 1%

Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications.

Risk: 49.0%AI: 55EstimatedTime: 1%

Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy.

Risk: 45.0%AI: 45EstimatedTime: 1%

Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.

Risk: 52.3%AI: 63.32ObservedTime: 1%

Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines.

Risk: 47.0%AI: 50EstimatedTime: 1%

Protective Factors

Total protective discount: 32.1%

Essential Soft Skills

Traits that are hard for AI to replicate

Analytical ThinkingAttention to DetailInnovationIntegrityInitiativeDependabilityCooperationPersistenceAchievement/EffortAdaptability/FlexibilityStress ToleranceLeadership

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. Microsystems Engineers professionals should diversify beyond them.

  • 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.

  • 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.

  • 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.

  • Complex Problem Solving

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

  • Adaptability/Flexibility

    Adaptability/Flexibility 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.

  • 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.

  • 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.

Score History

Risk score over 2 scoring runs

-2.1

overall change

Checking for existing plan...