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Automation Risk Analysis

Will “Technical Associate” be Automated?

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AI Exposure Risk

52%

“Technical 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%

“Technical 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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

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

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

  • 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.

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

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

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