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Automation Risk Analysis

Will “Solar Design Engineer” be Automated?

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AI Exposure Risk

54%

“Solar Design Engineer” 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 Design Engineer” 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%

Validation Engineers

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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles