Will AI replace Energy Engineers, Except Wind and Solar?
AI can do 79% of the work Energy Engineers, Except Wind and Solar do at least twice as fast. People already use it for 2 of their 21 tasks, while 14 more are ready but barely used so far. 5 still need a person.
AI is already doing this2 · 6% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Analyze, interpret, or create graphical representations of energy data, using engineering software.Mostly automated5% of time
- Promote awareness or use of alternative or renewable energy sources.Mostly automated1% of time
AI could do this next14 · 73% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.9% of time
- Identify and recommend energy savings strategies to achieve more energy-efficient operation.9% of time
- Prepare energy-related project reports or related documentation.9% of time
- Monitor and analyze energy consumption.7% of time
- Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.7% of time
- 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.6% of time
- Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.6% of time
- Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.5% of time
- Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency.5% of time
- Consult with construction or renovation clients or other engineers on topics such as Leadership in Energy and Environmental Design (LEED) or Green Buildings.2% of time
- Verify energy bills and meter readings.2% of time
- Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.2% of time
- Train personnel or clients on topics such as energy management.1% of time
- Write or install energy management routines for building automation systems.1% of time
Still needs a person5 · 21% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.9% of time
- Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.6% of time
- Direct the implementation of energy management projects.4% of time
- Review or negotiate energy purchase agreements.1% of time
- Recommend best fuel for specific sites or circumstances.1% of time
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
AI can already do almost all of this work at least twice as fast. Real use is still behind at 6 out of 100, so the change here is only getting started. Expect the role to shift toward deciding what to do, checking AI's work and owning the result.
What to do next
- Do the 2 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
- Get ahead on the 14 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Build on the 5 tasks that stay human. This is where your judgment, skill and relationships matter most.
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