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Automation Risk Analysis

Will “Nanotechnologist” be Automated?

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AI Exposure Risk

52%

“Nanotechnologist” 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%

“Nanotechnologist” 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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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