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Automation Risk Analysis

Will “Solar Energy Contractor” be Automated?

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AI Exposure Risk

54%

“Solar Energy Contractor” 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 Energy Contractor” 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

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

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

  • 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 develop vacuum tube collector systems for solar applications.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles