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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
ℹ️

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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

  • Collect or compile nanotechnology research or engineering data.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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