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Automation Risk Analysis

Will “Nanotechnician” be Automated?

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AI Exposure Risk

52%

“Nanotechnician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

49%

“Nanotechnician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 49% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nanotechnology Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Job Title & Hierarchy Code (SOC) Nanotechnology Engineering Technologists and Technicians #17-3026.01
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Data is based on the reference occupation: “Nanotechnology Engineering Technologists and Technicians”

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Core Skills & Abilities

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

  • Maintain accurate record or batch-record documentation of nanoproduction.

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

  • Collect or compile nanotechnology research or engineering data.

  • 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.

  • Contribute written material or data for grant or patent applications.

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

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

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

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

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

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

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

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

  • Assist nanoscientists or engineers in writing process specifications or documentation.

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

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

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

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

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

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

  • 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.

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

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

  • Maintain work area according to cleanroom or other processing standards.

Technologies & Software

  • Optical imaging systems
  • Simulation software
  • GitHub Copilot
  • Microsoft PowerPoint
  • DeepSeek
  • SPMLab
  • Kimi (Moonshot AI)
  • Image analysis software
  • ChatGPT (OpenAI)
  • Nova (Amazon)
  • Microsoft Office software
  • Llama (Meta)
  • Perplexity AI
  • Microsoft Windows
  • Microsoft Word
  • Microsoft Access
  • Claude (Anthropic)
  • Computer aided design CAD software
  • Grok (xAI)
  • Autodesk AI
  • Qwen (Alibaba)
  • AutoCAD AI
  • Gemini Code Assist
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Gemini (Google)
  • ANSYS AI Simulation
  • Plasma etchers
  • Oxidation furnaces
  • Atomic force microscopes AFM
  • Plasma enhanced chemical vapor deposition PECVD systems
  • Scanning probe microscopes SPM
  • Energy dispersive x-ray EDX spectroscopes
  • Extreme ultraviolet EUV systems
  • Dielectric deposition tools
  • Respirators
  • Bourdon tube gauges
  • Profilometers
  • Protective gowns
  • Interferometers
  • Safety goggles
  • Optical tweezers
  • Focused ion beam scanning electron microscopes FIB-SEM
  • Inductively coupled plasma reactive ion etchers ICP-RIE
  • Electron beam evaporators
  • Fluorescence optical microscopes
  • Residual gas analyzers
  • Scanning acoustic microscopes
  • Magnetron plasma sputter reactors
  • Particle size analyzers
  • Helium leak detectors
  • Parametric analyzers
  • Hotplates
  • Scanning tunneling microscopes STM
  • Isolation glove boxes
  • Wafer substrate bonders
  • Ellipsometers
  • Ultraviolet ozone cleaners
  • Focused ion beam FIB etching tools
  • Turbo pumps
  • Secondary ion mass spectrometers SIMS
  • Parallel plate reactive ion etchers RIE
  • X ray diffractometers
  • Desktop computers
  • Photoelectron spectroscopes
  • Sputter coaters
  • Pipettes
  • Auger electron microscopes
  • Optical compound microscopes
  • Scanning electron microscopes SEM
  • Chemical protective aprons
  • Chemical baths
  • Cryogenic gloves
  • Vacuum hotplates
  • Ion implanters
  • Wire bonders
  • Ultrasonic cleaners
  • Transmission electron microscopes TEM
  • Spectrophotometers
  • Safety showers
  • Ion gauges
  • Ionization gauges
  • Contact aligners
  • Chemical aprons
  • Capacitively coupled plasma CCP reactors
  • Rapid thermal annealers RTA
  • Atomic layer deposition ALD systems
  • Molecular beam epitaxy MBE systems
  • Ultrasonic welding equipment
  • Spectroscopic ellipsometers
  • Capacitance manometers
  • Contact printers
  • Vacuum ovens
  • Digital pattern generators
  • Deionization water systems
  • Mask aligners
  • Particle counters
  • Metal-organic chemical vapor deposition MOCVD systems
  • Mask writers
  • Face shields
  • Eyewash stations
  • Zeta potential analyzers
  • Vacuum contact printers
  • Fire extinguishers
  • Molecular vapor deposition MVD systems
  • Optical thin film measurement systems
  • Low pressure chemical vapor deposition LPCVD systems
  • Gowning gloves
  • Chemical mechanical polishing CMP systems
  • Optical profilers
  • Linewidth measurement systems
  • Pirani gauges
  • Bake ovens
  • Nanoimprint lithography NIL systems
  • Infrared spectroscopes
  • Self-contained breathing apparatus
  • Photoresist spin coaters
  • Field emission scanning electron microscopes FESEM
  • Electron beam writers
  • Spin dryers
  • Spin processors
  • Thermal evaporators
  • Photoresist dispensing systems
  • Ion mills
  • Four-point probes