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Automation Risk Analysis

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

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AI Exposure Risk

54%

“Photovoltaic System Designer (PV System 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%

“Photovoltaic System Designer (PV System 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

Automotive Engineers

AI Risk 62%
Robot Risk 37%

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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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles