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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%

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.

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles