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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.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Collect or compile nanotechnology research or engineering data.

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

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

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

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

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

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

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

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

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

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

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