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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

Automotive Engineers

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

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles