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Automation Risk Analysis

Will “Research Lab Associate (Research Laboratory Associate)” be Automated?

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AI Exposure Risk

52%

“Research Lab Associate (Research Laboratory Associate)” 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 Lab Associate (Research Laboratory Associate)” 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

  • 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.

  • 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.

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

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

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

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

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

  • Collect or compile nanotechnology research or engineering data.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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