Takeover Tracker
40%medium risk

Nanotechnology Engineering Technicians

Operate commercial-scale production equipment to produce, test, or modify materials, devices, or systems of molecular or macromolecular composition. Work under the supervision of engineering staff.

Higher risk than 81% of occupations
Checking for existing plan...

How AI Impacts Each Task

19 tasks analyzed

Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements.

Risk: 43.0%AI: 25EstimatedTime: 15%

Maintain work area according to cleanroom or other processing standards.

Risk: 45.0%AI: 30EstimatedTime: 8%

Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.

Risk: 13.0%AI: 10EstimatedTime: 6%

Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.

Risk: 57.0%AI: 60EstimatedTime: 8%

Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.

Risk: 86.0%AI: 92EstimatedTime: 8%

Record nanotechnology test results in logs, laboratory notebooks, or spreadsheet software.

Risk: 88.0%AI: 97EstimatedTime: 6%

Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.

Risk: 49.0%AI: 40EstimatedTime: 5%

Assist nanoscientists, engineers, or technologists in processing or characterizing materials according to physical or chemical properties.

Risk: 51.0%AI: 60EstimatedTime: 6%

Produce detailed images or measurement of objects, using tools such as scanning tunneling microscopes or oscilloscopes.

Risk: 48.6%AI: 53.95ObservedTime: 5%

Inspect nanotechnology work products to ensure quality or adherence to specifications.

Risk: 84.0%AI: 87EstimatedTime: 5%

Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.

Risk: 51.0%AI: 45EstimatedTime: 5%

Maintain accurate record or batch-record documentation of nanoproduction.

Risk: 87.2%AI: 95EstimatedTime: 4%

Set up or execute nanoparticle experiments according to detailed instructions.

Risk: 49.0%AI: 40EstimatedTime: 4%

Assist nanoscientists, engineers, or technologists in writing process specifications or documentation.

Risk: 71.6%AI: 56ObservedTime: 3%

Compile information or prepare reports on nanotechnology experiments or applications.

Risk: 72.4%AI: 58.05ObservedTime: 3%

Measure or report toxicity of engineered nanoparticles.

Risk: 49.0%AI: 55EstimatedTime: 3%

Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.

Risk: 53.0%AI: 50EstimatedTime: 3%

Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.

Risk: 84.0%AI: 87EstimatedTime: 2%

Test nano-enabled products to determine amount of shedding or loss of nanoparticles.

Risk: 47.0%AI: 50EstimatedTime: 2%

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.

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.

Mathematics10%

Mathematics 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.

Equipment Maintenance78%

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

Manual Dexterity80%

Manual Dexterity 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.

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.

Persuasion80%

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

Recommended Courses

Courses matched to Nanotechnology Engineering Technicians 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

-7.1pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

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

-3.6pt 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.

Score History

Risk score over 2 scoring runs

+0.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Some College4%
Post-Secondary Certificate4%
Associate's Degree42%
Bachelor's Degree42%
Doctoral/Professional Degree4%
Level 124%

Prior Experience Needed

Work experience required to enter this job

None8%
3-6 months4%
6 months - 1 year8%
1-2 years33%
2-4 years25%
4-6 years13%
6-8 years4%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month13%
1-3 months17%
3-6 months25%
6 months - 1 year8%
1-2 years13%
2-4 years25%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis