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Automation Risk Analysis

Will “Nanofabrication Research Engineer” be Automated?

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AI Exposure Risk

43%

“Nanofabrication Research Engineer” will probably not 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Nanofabrication Research Engineer” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nanosystems Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design, develop, or supervise the production of materials, devices, or systems of unique molecular or macromolecular composition, applying principles of nanoscale physics and electrical, chemical, or biological engineering.

Job Title & Hierarchy Code (SOC) Nanosystems Engineers #17-2199.09
ℹ️

Data is based on the reference occupation: “Nanosystems Engineers”

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Core Skills & Abilities

  • Apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells.

  • Create designs or prototypes for nanosystem applications, such as biomedical delivery systems or atomic force microscopes.

  • Engineer production processes for specific nanotechnology applications, such as electroplating, nanofabrication, or epoxy.

  • Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.

  • Design or conduct tests of new nanotechnology products, processes, or systems.

  • Coordinate or supervise the work of suppliers or vendors in the designing, building, or testing of nanosystem devices, such as lenses or probes.

  • Develop green building nanocoatings, such as self-cleaning, anti-stain, depolluting, anti-fogging, anti-icing, antimicrobial, moisture-resistant, or ultraviolet protectant coatings.

  • Write proposals to secure external funding or to partner with other companies.

  • Design nanosystems with components such as nanocatalysts or nanofiltration devices to clean specific pollutants from hazardous waste sites.

  • Reengineer nanomaterials to improve biodegradability.

  • Design nanoparticle catalysts to detect or remove chemical or other pollutants from water, soil, or air.

  • Prepare nanotechnology-related invention disclosures or patent applications.

  • Design nano-based manufacturing processes to minimize water, chemical, or energy use, as well as to reduce waste production.

  • Identify new applications for existing nanotechnologies.

  • Integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes.

  • Supervise technologists or technicians engaged in nanotechnology research or production.

  • Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy.

  • Synthesize, process, or characterize nanomaterials, using advanced tools or techniques.

  • Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency.

  • Design or engineer nanomaterials, nanodevices, nano-enabled products, or nanosystems, using three-dimensional computer-aided design (CAD) software.

  • Develop processes or identify equipment needed for pilot or commercial nanoscale scale production.

  • Develop catalysis or other green chemistry methods to synthesize nanomaterials, such as nanotubes, nanocrystals, nanorods, or nanowires.

  • Provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.

  • Conduct research related to a range of nanotechnology topics, such as packaging, heat transfer, fluorescence detection, nanoparticle dispersion, hybrid systems, liquid systems, nanocomposites, nanofabrication, optoelectronics, or nanolithography.

  • Provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.

Technologies & Software

  • Dassault Systemes Abaqus
  • Oracle Java
  • Dassault Systemes SolidWorks
  • Salesforce software
  • National Instruments LabVIEW
  • NWChem
  • ESA MOSAICS
  • Breault Research ASAP
  • General Atomic and Molecular Electronic Structure System GAMESS
  • CP2K
  • Dassault Systemes CATIA
  • Oracle Database
  • Adobe FreeHand MX
  • ChatGPT (OpenAI)
  • GE Healthcare Centricity EMR
  • UTQUANT
  • LAMMPS Molecular Dynamics Simulator
  • PTC Creo Parametric
  • Linux
  • Microsoft Word
  • Autodesk AutoCAD
  • CPMD
  • Gemini Code Assist
  • Data acquisition software
  • Apache MXNet
  • AutoCAD AI
  • Perplexity AI
  • Rapid prototyping software
  • Python
  • IMSI Design DesignCAD
  • Computer aided design CAD software
  • AWS Elastic MapReduce (EMR)
  • Finite difference time domain FDTD software
  • Microsoft Visio
  • Microsoft Office software
  • Enterprise resource planning ERP software
  • DL_POLY
  • ANSYS AI Simulation
  • SEMC-2D
  • Simulation software
  • LinkCAD
  • QuantumWise Atomistix ToolKit
  • GitHub Copilot
  • Microsoft Windows
  • Optical Research Associates LightTools
  • Microsoft Excel
  • Tanner EDA L-Edit
  • Microsoft Project
  • SAP software
  • CSC Elmer
  • Apache Hadoop
  • Oracle Manufacturing Scheduling
  • Microsoft PowerPoint
  • Tableau
  • Autodesk AI
  • Structured query language SQL
  • MAYA Nastran
  • Vienna Ab-Initio Simulation Package VASP
  • Tunable lasers
  • Atomic absorption spectrometers
  • Semiconductor parameter analyzers
  • Differential interference contrast DIC microscopes
  • Handheld refractometers
  • Wafer bonding systems
  • Contact mask aligners
  • Fume hoods
  • Optical inspection microscopes
  • Laser pattern generators
  • Surface charge analyzers
  • Potentiostats
  • Ultrasonic cutters
  • Mask writers
  • Rapid thermal annealers RTA
  • Critical point dryers
  • Vacuum ovens
  • Filament evaporators
  • Ellipsometers
  • Network analyzers
  • Desktop computers
  • Metal-organic chemical vapor deposition MOCVD systems
  • Plasma enhanced chemical vapor deposition PECVD systems
  • Optical profilers
  • Ultramicrotomes
  • Computer servers
  • Ion mills
  • Ultraviolet UV exposure units
  • Fluorescence optical microscopes
  • Infrared microscopes
  • Scanning electron microscopes SEM
  • Wafer bond aligners
  • Atomic layer deposition ALD systems
  • Sputter coaters
  • Resistance evaporators
  • Focused ion beam scanning electron microscopes FIB-SEM
  • Spin dryers
  • Capacitance-voltage C-V plotters
  • Laser flash systems
  • Low pressure chemical vapor deposition LPCVD systems
  • Lapping machines
  • Image reversal ovens
  • X-ray photoelectron spectrometers
  • Energy dispersive x-ray EDX spectroscopes
  • Pulsed laser systems
  • Nanoimprint lithography NIL systems
  • Downstream strippers
  • Parylene deposition systems
  • Electron beam evaporators
  • Optical pattern generators
  • Transmission electron microscopes TEM
  • Molecular beam epitaxy MBE systems
  • X ray diffractometers
  • Surface profilers
  • Impedance analyzers
  • Goniometers or arthrometers
  • Inkjet printers
  • Raman scattering spectroscopes
  • Cryostats
  • Wafer saws
  • Graphics processing units GPU
  • Atmospheric furnaces
  • Probe stations
  • Cryocut microtomes
  • Video microscopes
  • Electron beam lithography systems
  • Inductively coupled plasma reactive ion etchers ICP-RIE
  • Field emission scanning electron microscopes FESEM
  • Zeta potential analyzers
  • Reciprocating shaker water baths
  • Scanning tunneling microscopes STM
  • Laser scanning confocal microscopes
  • Secondary ion mass spectrometers SIMS
  • Spectroscopic ellipsometers
  • Ashing systems
  • Profilometers
  • Scanning auger microscopes
  • Particle size analyzers
  • Scanning ellipsometers
  • Raman scattering microscopes
  • Spin rinse dryers
  • Plasma cleaning systems
  • Capacitance meters
  • Oxide etchers
  • Wire bonders
  • Isolation glove boxes
  • Atomic force microscopes AFM
  • Chemical mechanical polishing CMP systems
  • Magnetron sputtering systems
  • Thermal evaporators
  • Four-point probes
  • Wafer spinners
  • Temperature controllers
  • Oxidation furnaces
  • Confocal Raman microscopes
  • Spectrophotometers