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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

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

  • Identify and prioritize energy-saving measures.

  • 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.

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

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

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

  • Collect and analyze field data related to energy usage.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

  • Compare existing energy consumption levels to normative data.

  • Calculate potential for energy savings.

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

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

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

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

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

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

Technologies & Software

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