Engineering & ArchitectureO*NET: 17-2199.03
Will AI Replace Energy Engineers, Except Wind and Solar?
Design, develop, or evaluate energy-related projects or programs to reduce energy costs or improve energy efficiency during the designing, building, or remodeling stages of construction. May specialize in electrical systems; heating, ventilation, and air-conditioning (HVAC) systems; green buildings; lighting; air quality; or energy procurement.
44out of 100
Medium Risk
AI Risk Score
44/100
Risk Level
Medium
Job Zone
4/5
Advanced
Total Tasks Analyzed
20
🤖 What AI Can Do
- â–¸Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.
- â–¸Monitor and analyze energy consumption.
- â–¸Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.
- â–¸Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.
- â–¸Analyze, interpret, or create graphical representations of energy data, using engineering software.
- â–¸Verify energy bills and meter readings.
👤 What Requires Humans
- â–¸Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.
- â–¸Manage the development, design, or construction of energy conservation projects to ensure acceptability of budgets and time lines, conformance to federal and state laws, or adherence to approved specifications.
- â–¸Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
- â–¸Train personnel or clients on topics such as energy management.
- â–¸Write or install energy management routines for building automation systems.
Task Breakdown
🤖AI Can Automate (10)
- Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.
- Monitor and analyze energy consumption.
- Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.
- Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.
- Analyze, interpret, or create graphical representations of energy data, using engineering software.
- Verify energy bills and meter readings.
- Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.
- Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency.
- Prepare energy-related project reports or related documentation.
- Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.
👤Requires Humans (5)
- Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.
- Manage the development, design, or construction of energy conservation projects to ensure acceptability of budgets and time lines, conformance to federal and state laws, or adherence to approved specifications.
- Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
- Train personnel or clients on topics such as energy management.
- Write or install energy management routines for building automation systems.
âš¡AI-Assisted (5)
- Identify and recommend energy savings strategies to achieve more energy-efficient operation.
- Review or negotiate energy purchase agreements.
- Direct the implementation of energy management projects.
- Promote awareness or use of alternative or renewable energy sources.
- Recommend best fuel for specific sites or circumstances.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 4.12/5.00
Critical ThinkingAI-Resistant
Importance: 4.00/5.00
Active Listening
Importance: 3.88/5.00
WritingAI-Vulnerable
Importance: 3.88/5.00
Monitoring
Importance: 3.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.88/5.00
Systems AnalysisAI-Vulnerable
Importance: 3.88/5.00
Speaking
Importance: 3.75/5.00
MathematicsAI-Vulnerable
Importance: 3.75/5.00
Active LearningAI-Resistant
Importance: 3.75/5.00
Science
Importance: 3.62/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.50/5.00
Systems Evaluation
Importance: 3.50/5.00
Operations AnalysisAI-Vulnerable
Importance: 3.38/5.00
Social PerceptivenessAI-Resistant
Importance: 3.25/5.00
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Frequently Asked Questions
Based on our analysis, Energy Engineers, Except Wind and Solar have a medium risk of AI replacement with a score of 44/100. 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