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Automation Risk Analysis

Will “Solar Project Engineer” be Automated?

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AI Exposure Risk

54%

“Solar Project 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 Project 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

  • 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.

  • 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 develop vacuum tube collector systems for solar applications.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles