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Automation Risk Analysis

Will “Energy Efficiency Program Manager” be Automated?

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AI Exposure Risk

56%

“Energy Efficiency Program Manager” 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 Program Manager” 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

  • 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.

  • Compare existing energy consumption levels to normative data.

  • 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.

  • Identify and prioritize energy-saving measures.

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

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

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

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

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

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

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

  • Collect and analyze field data related to energy usage.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

Technologies & Software

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