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Automation Risk Analysis

Will “Research Specialist” be Automated?

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AI Exposure Risk

52%

“Research Specialist” 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 Specialist” 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.

  • 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.

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

  • 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.

  • Collect or compile nanotechnology research or engineering data.

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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