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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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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