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Automation Risk Analysis

Will “Solar Energy Systems Designer” be Automated?

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AI Exposure Risk

54%

“Solar Energy Systems Designer” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Solar Energy Systems Designer” 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Solar Energy Systems Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform site-specific engineering analysis or evaluation of energy efficiency and solar projects involving residential, commercial, or industrial customers. Design solar domestic hot water and space heating systems for new and existing structures, applying knowledge of structural energy requirements, local climates, solar technology, and thermodynamics.

Job Title & Hierarchy Code (SOC) Solar Energy Systems Engineers #17-2199.11
ℹ️

Data is based on the reference occupation: “Solar Energy Systems Engineers”

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Core Skills & Abilities

  • Test or evaluate photovoltaic (PV) cells or modules.

  • Create checklists for review or inspection of completed solar installation projects.

  • Create plans for solar energy system development, monitoring, and evaluation activities.

  • Review specifications and recommend engineering or manufacturing changes to achieve solar design objectives.

  • Develop design specifications and functional requirements for residential, commercial, or industrial solar energy systems or components.

  • Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.

  • Conduct engineering site audits to collect structural, electrical, and related site information for use in the design of residential or commercial solar power systems.

  • Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.

  • Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.

  • Provide technical direction or support to installation teams during installation, start-up, testing, system commissioning, or performance monitoring.

  • Develop standard operation procedures and quality or safety standards for solar installation work.

  • Perform thermal, stress, or cost reduction analyses for solar systems.

  • Design or develop vacuum tube collector systems for solar applications.

Technologies & Software

  • PVsyst
  • Microsoft Word
  • JavaScript
  • Simulation software
  • Microsoft Excel
  • Database software
  • National Instruments Compact FieldPoint System
  • Finite element method FEM software
  • Grok (xAI)
  • R
  • Microsoft Visual Basic
  • Microsoft Office software
  • AutoCAD AI
  • Linux
  • Autodesk AI
  • Ansys Fluent
  • C++
  • Dassault Systemes SolidWorks
  • Google Workspace software
  • Geographic information system GIS systems
  • Microsoft PowerPoint
  • GitHub Copilot
  • Software development tools
  • Salesforce software
  • Oracle Hyperion
  • Data acquisition software
  • Energy-10
  • Python
  • Kimi (Moonshot AI)
  • Supervisory control and data acquisition SCADA software
  • Python Tools for Visual Studio (PTVS)
  • RETScreen
  • Microsoft Outlook
  • Microsoft Access
  • Solar Advisor Model
  • SKM Systems Analysis Power Tools
  • Regional Energy Deployment System ReEDS
  • Qwen (Alibaba)
  • PV Optics
  • The MathWorks MATLAB
  • Mistral (Mistral AI)
  • Structured query language SQL
  • Solar and Wind Energy Resource Assessment SWERA
  • Microsoft Visual Basic for Applications VBA
  • SOLAR-2
  • Debugging software
  • Computer aided design and drafting CADD software
  • Autodesk AutoCAD LT
  • Optical Physics Technologies SUN_CHART
  • Perplexity AI
  • Aurora HelioScope
  • National Instruments LabVIEW
  • ChatGPT (OpenAI)
  • Data visualization software
  • Trimble SketchUp Pro
  • Simple Model of the Atmospheric Radiative Transfer of Sunshine SMARTS
  • Gemini (Google)
  • Global positioning system GPS software
  • IMSI TurboCAD
  • HOMER Micropower Optimization Model
  • Microsoft Project
  • Bash
  • Gemini Code Assist
  • Microsoft Visio
  • Claude (Anthropic)
  • SolTrace
  • Llama (Meta)
  • Autodesk AutoCAD
  • ETAP
  • Autodesk Revit
  • Nova (Amazon)
  • ANSYS AI Simulation
  • DeepSeek
  • Digital pattern generators
  • Vacuum laminators
  • Spectroscopic ellipsometers
  • Lasers
  • Laboratory tube furnaces
  • Hardness testers
  • Raman spectrometers
  • Tensile testers
  • Surface profilometers
  • Energy dispersive x-ray spectrometers EDS
  • Chronopotentiometers
  • Liquid chromatographs LC
  • X ray diffractometers
  • Strain gauges
  • Inert atmosphere glove boxes
  • Recording ammeters
  • Auger electron spectrometers
  • Bench ovens
  • Moisture analyzers
  • Optical scanners
  • Fatigue testers
  • Abrasion testers
  • Atomic absorption spectrometers
  • Rheometers
  • Adhesion testers
  • Solar simulators
  • Meggers
  • Coulometers
  • Ultrasonic cleaners
  • Video cameras
  • Mechanical shakers
  • Phase angle meters
  • Hand calculators
  • Potentiostats
  • Plasma enhanced chemical vapor deposition PECVD systems
  • Scanning electron microscopes SEM
  • Picoammeters
  • Thermal cyclers
  • pH meters
  • Personal computers
  • Thermopiles
  • Mass spectrometers
  • Digital resistance thermometers
  • Transmission electron microscopes TEM
  • Focused ion beam FIB systems
  • Hipot testers
  • Photovoltaic array simulators
  • Pyranometers
  • Film extruders
  • Fourier transform infrared FTIR spectrometers
  • Apparent power meters
  • Direct current DC power supplies
  • X-ray photoelectron spectrometers
  • Optical compound microscopes
  • Shear testers
  • Current versus voltage IV curve tracers
  • Ultraviolet UV exposure units
  • Differential scanning calorimeters
  • Power quality meters
  • Environmental chambers
  • Micromanipulators
  • Humidity ovens
  • Electron energy loss spectrometers
  • Irradiance detectors
  • Digital imaging microscopes
  • Impact testers
  • Infrared cameras
  • Compression testers
  • Data loggers
  • Laser printers
  • Spin coaters
  • Inductance capacitance resistance LCR meters
  • Accelerated weathering machines
  • Laser facsimile machines
  • Photoluminescence spectrometers
  • Reactive power meters
  • Vacuum ovens
  • Thermogravimetric analyzers
  • Polarographic analyzers
  • Scanning probe microscopes SPM
  • Lifetime testers
  • Voltmeters
  • Load frames
  • Flexure testers
  • Permeation testers
  • Mask aligners
  • Vacuum evaporators
  • Pull testers
  • Creep testers
  • Reflectance spectrometers
  • Plotters
  • Fluorescence spectrophotometers
  • Electrometers
  • Field emission scanning electron microscopes FESEM
  • Electron beam evaporators
  • Sputtering systems
  • Graphics tablets
  • Ion beam assisted deposition IBAD systems
  • Thermocouples
  • Flow coulometric detectors
  • Spectrocolorimeters
  • Copy machines
  • Ion mills
  • High-precision balances
  • Goniometers or arthrometers
  • Spectrophotometers

Alternative Job Titles