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Automation Risk Analysis

Will “Energy Efficiency Analyst” be Automated?

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AI Exposure Risk

56%

“Energy Efficiency Analyst” 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 Analyst” 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.

  • 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.

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

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

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

  • Identify and prioritize energy-saving measures.

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

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

  • Compare existing energy consumption levels to normative data.

  • Recommend energy-efficient technologies or alternate energy sources.

  • 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.

  • Collect and analyze field data related to energy usage.

  • 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.

  • Calculate potential for energy savings.

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

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

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

Technologies & Software

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