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Automation Risk Analysis

Will “R and D Engineer (Research and Development Engineer)” be Automated?

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AI Exposure Risk

52%

“R and D Engineer (Research and Development Engineer)” 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%

“R and D Engineer (Research and Development Engineer)” 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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

  • Collect or compile nanotechnology research or engineering data.

  • 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.

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

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