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Automation Risk Analysis

Will “Solar Professional Engineer (Solar PE)” be Automated?

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AI Exposure Risk

54%

“Solar Professional Engineer (Solar PE)” 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 Professional Engineer (Solar PE)” 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

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AI Risk 62%
Robot Risk 37%

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Photonics Engineers

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Petroleum Engineers

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Robot Risk 26%

Core Skills & Abilities

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles