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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%

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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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles