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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

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

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

  • 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.

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

  • 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.

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