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Automation Risk Analysis

Will “Research Staff Member” be Automated?

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AI Exposure Risk

52%

“Research Staff Member” 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%

“Research Staff Member” 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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

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