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Automation Risk Analysis

Will “Energy Specialist” be Automated?

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AI Exposure Risk

56%

“Energy 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 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

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

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

  • Compare existing energy consumption levels to normative data.

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

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

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

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

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

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

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

  • 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.

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

  • 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.

  • 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.

  • Calculate potential for energy savings.

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

Technologies & Software

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