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Automation Risk Analysis

Will “Renewable Energy Analyst” be Automated?

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AI Exposure Risk

56%

“Renewable Energy Analyst” 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%

“Renewable Energy Analyst” 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 opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

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

  • 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.

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

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

  • Compare existing energy consumption levels to normative data.

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

  • 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.

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

  • Collect and analyze field data related to energy usage.

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

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

  • Calculate potential for energy savings.

  • 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.

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

  • 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.

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

Technologies & Software

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