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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

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

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

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

  • Calculate potential for energy savings.

  • 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.

  • Compare existing energy consumption levels to normative data.

  • 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.

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

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

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

  • Collect and analyze field data related to energy usage.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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