Engineering & ArchitectureO*NET: 17-2199.11
Will AI Replace Solar Energy Systems Engineers?
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.
43out of 100
Medium Risk
AI Risk Score
43/100
Risk Level
Medium
Job Zone
4/5
Advanced
Total Tasks Analyzed
11
🤖 What AI Can Do
- â–¸Conduct engineering site audits to collect structural, electrical, and related site information for use in the design of residential or commercial solar power systems.
- â–¸Create plans for solar energy system development, monitoring, and evaluation activities.
- â–¸Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
- â–¸Create checklists for review or inspection of completed solar installation projects.
👤 What Requires Humans
- â–¸Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
- â–¸Provide technical direction or support to installation teams during installation, start-up, testing, system commissioning, or performance monitoring.
- â–¸Develop design specifications and functional requirements for residential, commercial, or industrial solar energy systems or components.
- â–¸Develop standard operation procedures and quality or safety standards for solar installation work.
- â–¸Perform thermal, stress, or cost reduction analyses for solar systems.
Task Breakdown
🤖AI Can Automate (4)
- Conduct engineering site audits to collect structural, electrical, and related site information for use in the design of residential or commercial solar power 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.
👤Requires Humans (5)
- Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
- Provide technical direction or support to installation teams during installation, start-up, testing, system commissioning, or performance monitoring.
- Develop design specifications and functional requirements for residential, commercial, or industrial solar energy systems or components.
- Develop standard operation procedures and quality or safety standards for solar installation work.
- Perform thermal, stress, or cost reduction analyses for solar systems.
âš¡AI-Assisted (2)
- Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
- Review specifications and recommend engineering or manufacturing changes to achieve solar design objectives.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 4.00/5.00
Critical ThinkingAI-Resistant
Importance: 4.00/5.00
WritingAI-Vulnerable
Importance: 3.88/5.00
Speaking
Importance: 3.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.88/5.00
Active Listening
Importance: 3.75/5.00
MathematicsAI-Vulnerable
Importance: 3.38/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.38/5.00
Science
Importance: 3.25/5.00
Active LearningAI-Resistant
Importance: 3.25/5.00
Monitoring
Importance: 3.25/5.00
Social PerceptivenessAI-Resistant
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
PersuasionAI-Resistant
Importance: 3.00/5.00
InstructingAI-Resistant
Importance: 3.00/5.00
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Frequently Asked Questions
Based on our analysis, Solar Energy Systems Engineers have a medium risk of AI replacement with a score of 43/100. While some tasks can be assisted by AI, the core responsibilities require human judgment and skills.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research