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Automation Risk Analysis

Will “Solar Energy Consultant” be Automated?

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AI Exposure Risk

56%

“Solar 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%

“Solar 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

  • 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.

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

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

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

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

  • Calculate potential for energy savings.

  • 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.

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

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

  • 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.

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

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

  • Identify and prioritize energy-saving measures.

  • Recommend energy-efficient technologies or alternate energy sources.

  • Collect and analyze field data related to energy usage.

  • 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.

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

Technologies & Software

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