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Automation Risk Analysis

Will “Scientific Research Associate” be Automated?

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AI Exposure Risk

52%

“Scientific Research 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%

“Scientific Research 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
ℹ️

Data is based on the reference occupation: “Nanotechnology Engineering Technologists and Technicians”

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Core Skills & Abilities

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

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

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

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