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Automation Risk Analysis

Will “Home Energy Rater” be Automated?

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AI Exposure Risk

56%

“Home Energy Rater” 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%

“Home Energy Rater” 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

  • 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.

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

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

  • Collect and analyze field data related to energy usage.

  • Identify and prioritize energy-saving measures.

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

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

  • Calculate potential for energy savings.

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

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

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

  • 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.

  • 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.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

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

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

Technologies & Software

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