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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

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

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

  • Compare existing energy consumption levels to normative data.

  • Calculate potential for energy savings.

  • Collect and analyze field data related to energy usage.

  • 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.

  • 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.

  • Recommend energy-efficient technologies or alternate energy sources.

  • Identify and prioritize energy-saving measures.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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