AITakeover Tracker
31%medium risk

Nanotechnology Engineering Technologists

Implement production processes for nanoscale designs to produce or modify materials, devices, or systems of unique molecular or macromolecular composition. Operate advanced microscopy equipment to manipulate nanoscale objects. Work under the supervision of nanoengineering staff.

Green New & EmergingHigher risk than 46% of occupations

AI Impact Summary

Nanotechnology Engineering Technologists faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 46% of all analyzed occupations. Of 17 analyzed tasks, 3 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.

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.

Coordination70%

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

Social Perceptiveness90%

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

Service Orientation82%

Service Orientation 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 ThinkingMonitoringJudgment and Decision MakingWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Nanotechnology 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

-7.4pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.5pt risk+$4K/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

Associate's Degree5%
Bachelor's Degree18%
Doctoral/Professional Degree18%
Level 109%
Level 1132%
Level 1218%

Prior Experience Needed

Work experience required to enter this job

None14%
6 months - 1 year18%
1-2 years27%
2-4 years27%
4-6 years5%
6-8 years5%
Over 10 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None10%
Up to 1 month10%
1-3 months24%
3-6 months24%
6 months - 1 year19%
1-2 years5%
2-4 years10%

How AI Impacts Each Task

17 tasks analyzed

Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis.

Risk: 39.0%AI: 30EstimatedTime: 10%

Supervise or provide technical direction to technicians engaged in nanotechnology research or production.

Risk: 21.0%AI: 15EstimatedTime: 8%

Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.

Risk: 43.0%AI: 40EstimatedTime: 10%

Collect or compile nanotechnology research or engineering data.

Risk: 70.7%AI: 53.83ObservedTime: 8%

Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.

Risk: 76.0%AI: 67EstimatedTime: 4%

Contribute written material or data for grant or patent applications.

Risk: 51.0%AI: 60EstimatedTime: 5%

Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.

Risk: 39.0%AI: 30EstimatedTime: 8%

Mix raw materials or catalysts to manufacture nanoparticles according to specifications, ensuring proper particle size, shape, or organization.

Risk: 49.0%AI: 40EstimatedTime: 6%

Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.

Risk: 49.0%AI: 55EstimatedTime: 6%

Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.

Risk: 41.0%AI: 35EstimatedTime: 6%

Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.

Risk: 49.0%AI: 40EstimatedTime: 6%

Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.

Risk: 38.6%AI: 59.03ObservedTime: 5%

Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.

Risk: 41.0%AI: 35EstimatedTime: 5%

Install nanotechnology production equipment at customer or manufacturing sites.

Risk: 11.0%AI: 5EstimatedTime: 3%

Prepare capability data, training materials, or other documentation for transfer of processes to production.

Risk: 86.0%AI: 92EstimatedTime: 4%

Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.

Risk: 49.0%AI: 55EstimatedTime: 4%

Capture nanoparticle contaminants, using techniques such as electrical fields or electrospinning.

Risk: 49.0%AI: 40EstimatedTime: 2%

Protective Factors

Total protective discount: 29.5%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailAnalytical ThinkingPersistenceAchievement/EffortInitiativeIntegrityInnovationDependabilityAdaptability/FlexibilityCooperationIndependenceStress 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. Nanotechnology 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Writing

    Writing 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.

Score History

Risk score over 2 scoring runs

-3.8

overall change

Checking for existing plan...