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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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

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