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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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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