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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

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

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

  • Collect and analyze field data related to energy usage.

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

  • Identify and prioritize energy-saving measures.

  • Compare existing energy consumption levels to normative data.

  • 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.

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

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

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

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

  • Calculate potential for energy savings.

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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