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Automation Risk Analysis

Will “Research Technician (Research Tech)” be Automated?

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AI Exposure Risk

52%

“Research Technician (Research Tech)” 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 Technician (Research Tech)” 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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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