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Engineering & Architecture · Updated Aug 2026

Nanotechnology Engineering Technologists and Technicians

Implement production processes and operate commercial-scale production equipment to produce, test, 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.

JVS 2.0.0-phase4b
AI Exposure
60/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
56/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage86%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
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.High
74
Maintain accurate record or batch-record documentation of nanoproduction.High
75
Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.High
76
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.High
70
Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.High
75
Collect or compile nanotechnology research or engineering data.Medium
73
Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.Medium
75
Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.High
74
Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.Medium
61
Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.High
38
Prepare capability data, training materials, or other documentation for transfer of processes to production.Medium
76
Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.Medium
75
Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.Medium
75
Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.High
31
Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.Medium
56
Maintain work area according to cleanroom or other processing standards.High
19
Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.High
24
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.76
  2. Prepare capability data, training materials, or other documentation for transfer of processes to production.76
  3. Maintain accurate record or batch-record documentation of nanoproduction.75
  4. Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.75
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Maintain work area according to cleanroom or other processing standards.01
  2. Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.02
  3. Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.03
  4. Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.04
  5. Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency69
Physical dependency41
Adoption pressure68
Labour-market resilience58
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →