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Automation Risk Analysis

Will “Commercial Energy Rater” be Automated?

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AI Exposure Risk

56%

“Commercial 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%

“Commercial 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

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

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

  • 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.

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

  • 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.

  • Collect and analyze field data related to energy usage.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

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

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

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

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

  • Calculate potential for energy savings.

  • Compare existing energy consumption levels to normative data.

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

  • Identify and prioritize energy-saving measures.

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

Technologies & Software

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