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Automation Risk Analysis

Will “Nanoscience Technician (Nanoscience Tech)” be Automated?

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AI Exposure Risk

52%

“Nanoscience Technician (Nanoscience Tech)” 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%

“Nanoscience Technician (Nanoscience Tech)” 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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

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

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

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