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Automation Risk Analysis

Will “Renewable Energy Consultant” be Automated?

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AI Exposure Risk

56%

“Renewable Energy Consultant” 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 Consultant” 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

  • Collect and analyze field data related to energy usage.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Compare existing energy consumption levels to normative data.

  • Identify and prioritize energy-saving measures.

  • Calculate potential for energy savings.

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

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

Technologies & Software

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