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Automation Risk Analysis

Will “Energy Rater” be Automated?

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AI Exposure Risk

56%

“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%

“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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Identify and prioritize energy-saving measures.

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

  • Collect and analyze field data related to energy usage.

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

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

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

  • Calculate potential for energy savings.

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

  • Compare existing energy consumption levels to normative data.

Technologies & Software

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