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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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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