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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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles