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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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.

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

Technologies & Software

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

Alternative Job Titles