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Automation Risk Analysis

Will “Energy Systems Engineer” be Automated?

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AI Exposure Risk

58%

“Energy Systems 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Energy Systems Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Energy Engineers, Except Wind and Solar, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Job Title & Hierarchy Code (SOC) Energy Engineers, Except Wind and Solar #17-2199.03
ℹ️

Data is based on the reference occupation: “Energy Engineers, Except Wind and Solar”

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Core Skills & Abilities

  • Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.

  • Direct the implementation of energy management projects.

  • Promote awareness or use of alternative or renewable energy sources.

  • Prepare energy-related project reports or related documentation.

  • Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.

  • Consult with construction or renovation clients or other engineers on topics such as Leadership in Energy and Environmental Design (LEED) or Green Buildings.

  • Verify energy bills and meter readings.

  • Train personnel or clients on topics such as energy management.

  • Identify and recommend energy savings strategies to achieve more energy-efficient operation.

  • Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency.

  • Recommend best fuel for specific sites or circumstances.

  • Monitor and analyze energy consumption.

  • Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.

  • Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.

  • Review or negotiate energy purchase agreements.

  • Analyze, interpret, or create graphical representations of energy data, using engineering software.

  • Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.

  • 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.

  • Write or install energy management routines for building automation systems.

  • Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.

  • Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.

Technologies & Software

  • Autodesk AI
  • Trane System Analyzer
  • InterEnergy Software Building Energy Analyzer PRO
  • Microsoft Office software
  • Cool Roof Calculator
  • Home Energy Efficient Design HEED
  • 360 Analytics eQUEST
  • Itron Enterprise Energy Management EEM Suite
  • Microsoft PowerPoint
  • DOE-2
  • Autodesk Ecotect
  • Chilled Water System Analysis Tool CWSAT
  • R
  • Microsoft Project
  • The MathWorks MATLAB
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • Federal Renewable Energy Screening Assistant FRESA
  • Gemini Code Assist
  • Quick Plant Energy Profiler
  • Microsoft Excel
  • Mistral (Mistral AI)
  • Microsoft Access
  • EnergySoft EnergyPro
  • Microsoft Visio
  • Grok (xAI)
  • ANSYS AI Simulation
  • Architectural Energy Corporation VisualDOE
  • Stellar Processes EZ Sim
  • Microsoft Outlook
  • Facility Energy Decision Systems FEDS
  • EnergyPlus
  • Nova (Amazon)
  • Energy Efficient Rehab Advisor
  • Fielding Data Labs OptoMizer
  • Gemini (Google)
  • Program for Energy Analysis of Residences PEAR
  • Qwen (Alibaba)
  • Fan System Assessment Tool FSAT
  • Combined Heat and Power Application Tool CHP
  • DeepSeek
  • Performance Systems Development TREAT
  • AIRMaster+
  • DesignBuilder Software DesignBuilder
  • Claude (Anthropic)
  • Architectural Energy Corporation ENFORMA Building Diagnostics
  • Trane TRACE
  • Steam System Tool Suite
  • EffTec EffTrack
  • MotorMaster+
  • Carrier Hourly Analysis Program HAP
  • Autodesk AutoCAD
  • Perplexity AI
  • Process Heating Assessment and Survey Tool PHAST
  • Python
  • Kimi (Moonshot AI)
  • C++
  • Microsoft Word
  • GitHub Copilot
  • Retrofit Energy Savings Estimation Model RESEM
  • AutoCAD AI
  • Digital multimeters
  • Handheld digital thermometers
  • Air current testers
  • Heating system combustion analyzers
  • Blower doors
  • Draft gauges
  • Dataloggers
  • Infrared cameras
  • Personal computers
  • Desktop computers
  • Digital infrared thermometers
  • Laptop computers