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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Collect or compile nanotechnology research or engineering data.

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

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

  • 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.

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