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Automation Risk Analysis

Will “Solar PV Designer (Solar Photovoltaic Designer)” be Automated?

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AI Exposure Risk

54%

“Solar PV Designer (Solar Photovoltaic 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 PV Designer (Solar Photovoltaic 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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Related Occupations & Automation Risk

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AI Risk 62%
Robot Risk 37%

Aerospace Engineers

AI Risk 62%
Robot Risk 32%

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AI Risk 61%
Robot Risk 34%

Bioengineers and Biomedical Engineers

AI Risk 61%
Robot Risk 39%

Photonics Engineers

AI Risk 60%
Robot Risk 39%

Petroleum Engineers

AI Risk 60%
Robot Risk 26%

Core Skills & Abilities

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles