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Automation Risk Analysis

Will “Energy Efficiency Engineer” be Automated?

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AI Exposure Risk

56%

“Energy Efficiency 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Energy Efficiency 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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Energy Auditors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct energy audits of buildings, building systems, or process systems. May also conduct investment grade audits of buildings or systems.

Job Title & Hierarchy Code (SOC) Energy Auditors #47-4011.01
ℹ️

Data is based on the reference occupation: “Energy Auditors”

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Core Skills & Abilities

  • Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.

  • Quantify energy consumption to establish baselines for energy use or need.

  • Perform tests such as blower-door tests to locate air leaks.

  • Analyze technical feasibility of energy-saving measures, using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.

  • Compare existing energy consumption levels to normative data.

  • Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

  • Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.

  • Verify income eligibility of participants in publicly financed weatherization programs.

  • Prepare audit reports containing energy analysis results or recommendations for energy cost savings.

  • Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.

  • Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.

  • Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.

  • Collect and analyze field data related to energy usage.

  • Calculate potential for energy savings.

  • Analyze energy bills, including utility rates or tariffs, to gather historical energy usage data.

  • Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.

  • Identify any health or safety issues related to planned weatherization projects.

  • Recommend energy-efficient technologies or alternate energy sources.

  • Identify and prioritize energy-saving measures.

  • Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy-efficient appliances.

  • Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low-flow showerheads to improve energy efficiency.

Technologies & Software

  • Adobe Photoshop
  • IBM SPSS Statistics
  • UNIX
  • Good Steward Software EnergyCAP
  • Cool Roof Calculator
  • EffTec EffTrack
  • Enercom Energy Depot for Homes
  • Autodesk Construction AI
  • Mistral (Mistral AI)
  • The MathWorks MATLAB
  • InterEnergy Software Building Energy Analyzer PRO
  • Microsoft Visual FoxPro
  • Microsoft Office software
  • Web browser software
  • Linux
  • Microsoft Word
  • Wolfram Research Mathematica
  • Autodesk AutoCAD
  • Performance Systems Development TREAT
  • Customer relationship management CRM software
  • Python
  • Snugg Home Snugg Pro
  • DesignBuilder Software DesignBuilder
  • REScheck
  • Grok (xAI)
  • Federal Renewable Energy Screening Assistant FRESA
  • Microsoft .NET Framework
  • Microsoft Access
  • Enercom Energy Depot for Business
  • Fundamental Objects foAudits
  • Microsoft Publisher
  • Microsoft Internet Explorer
  • Kimi (Moonshot AI)
  • Trane TRACE
  • Itron Enterprise Energy Management EEM Suite
  • Claude (Anthropic)
  • DeepSeek
  • ChatGPT (OpenAI)
  • Energy Efficient Rehab Advisor
  • Gemini (Google)
  • ACCA Manual J
  • Onset Computer Corporation HOBOware
  • R
  • Fielding Data Labs OptoMizer
  • Microsoft PowerPoint
  • Architectural Energy Corporation ENFORMA Building Diagnostics
  • EnergyPlus
  • Microsoft Visual Basic
  • Program for Energy Analysis of Residences PEAR
  • Structured query language SQL
  • Home Energy Efficient Design HEED
  • SAP software
  • C++
  • Microsoft SharePoint
  • Computer aided design CAD software
  • Architectural Energy Corporation REM/Rate
  • Microsoft Dynamics
  • Abraxas Energy Consulting Metrix
  • Salesforce software
  • Llama (Meta)
  • Psychrometric chart software
  • Retrofit Energy Savings Estimation Model RESEM
  • Microsoft Outlook
  • The Weatherization Assistant
  • Qwen (Alibaba)
  • Facility Energy Decision Systems FEDS
  • dBASE
  • SAS
  • Nova (Amazon)
  • Microsoft Excel
  • Procore AI
  • Buildots AI
  • MotorMaster+
  • Elite Software Energy Audit
  • Ekotrope RATER
  • Gemini for Workspace
  • Esri ArcGIS
  • Carbon monoxide detectors
  • Computer data input scanners
  • Duct probe velometers
  • Dataloggers
  • Light meters
  • Smoke pens
  • Insolation meters
  • Manometers
  • Laptop computers
  • Digital infrared thermometers
  • Combustible gas monitors
  • Two way radios
  • Handheld digital thermometers
  • Blower doors
  • Flue gas analyzers
  • Infrared cameras
  • Volt meters
  • Air current testers
  • Digital still cameras
  • Electronic hygrothermometers
  • Heating system combustion analyzers
  • Tablet computers
  • Personal computers
  • Digital video cameras
  • Electrical circuit tracers
  • Recording anemometers
  • Smoke generators
  • Draft gauges
  • Water flow meters
  • Electricity monitors
  • Sling psychrometers
  • Carbon dioxide CO2 testers
  • Wattmeters
  • Digital multimeters