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Automation Risk Analysis

Will “Energy Efficiency Specialist” be Automated?

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AI Exposure Risk

56%

“Energy Efficiency Specialist” 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 Specialist” 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

  • Compare existing energy consumption levels to normative data.

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

  • Collect and analyze field data related to energy usage.

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

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

  • 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.

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

  • Identify and prioritize energy-saving measures.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

  • Calculate potential for energy savings.

  • 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.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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