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Automation Risk Analysis

Will “Solar Process Engineer” be Automated?

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AI Exposure Risk

54%

“Solar Process 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 Process 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%

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles