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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

  • Recommend energy-efficient technologies or alternate energy sources.

  • Calculate potential for energy savings.

  • 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.

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

  • 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.

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

  • 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.

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

  • Compare existing energy consumption levels to normative data.

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

  • Collect and analyze field data related to energy usage.

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

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

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

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

  • Identify and prioritize energy-saving measures.

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

  • 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.

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

Technologies & Software

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