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Automation Risk Analysis

Will “Building Scientist” be Automated?

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AI Exposure Risk

56%

“Building Scientist” 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%

“Building Scientist” 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 job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.

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

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

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

  • 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.

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

  • Recommend energy-efficient technologies or alternate energy sources.

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

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

  • Collect and analyze field data related to energy usage.

  • Identify and prioritize energy-saving measures.

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

  • 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.

  • 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.

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

  • Compare existing energy consumption levels to normative data.

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

  • 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.

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

Technologies & Software

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