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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

  • 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.

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

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

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