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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

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

  • Identify and prioritize energy-saving measures.

  • 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.

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

  • Recommend energy-efficient technologies or alternate energy sources.

  • 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.

  • Collect and analyze field data related to energy usage.

  • Compare existing energy consumption levels to normative data.

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

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

  • 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.

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

  • Calculate potential for energy savings.

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

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

Technologies & Software

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