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Automation Risk Analysis

Will “HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” be Automated?

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AI Exposure Risk

58%

“HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“HVAC Sensor and Digital Control Designer (Heating, Ventilation and Air Conditioning Sensor and Digital Control Designer)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Energy Engineers, Except Wind and Solar, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design, develop, or evaluate energy-related projects or programs to reduce energy costs or improve energy efficiency during the designing, building, or remodeling stages of construction. May specialize in electrical systems; heating, ventilation, and air-conditioning (HVAC) systems; green buildings; lighting; air quality; or energy procurement.

Job Title & Hierarchy Code (SOC) Energy Engineers, Except Wind and Solar #17-2199.03
ℹ️

Data is based on the reference occupation: “Energy Engineers, Except Wind and Solar”

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Core Skills & Abilities

  • Consult with construction or renovation clients or other engineers on topics such as Leadership in Energy and Environmental Design (LEED) or Green Buildings.

  • Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency.

  • Train personnel or clients on topics such as energy management.

  • Manage the development, design, or construction of energy conservation projects to ensure acceptability of budgets and time lines, conformance to federal and state laws, or adherence to approved specifications.

  • Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.

  • Prepare energy-related project reports or related documentation.

  • Recommend best fuel for specific sites or circumstances.

  • Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.

  • Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.

  • Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.

  • Write or install energy management routines for building automation systems.

  • Identify and recommend energy savings strategies to achieve more energy-efficient operation.

  • Review or negotiate energy purchase agreements.

  • Monitor and analyze energy consumption.

  • Direct the implementation of energy management projects.

  • Analyze, interpret, or create graphical representations of energy data, using engineering software.

  • Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.

  • Verify energy bills and meter readings.

  • Promote awareness or use of alternative or renewable energy sources.

  • Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.

  • Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.

Technologies & Software

  • Federal Renewable Energy Screening Assistant FRESA
  • MotorMaster+
  • R
  • Microsoft Word
  • Trane TRACE
  • Claude (Anthropic)
  • Carrier Hourly Analysis Program HAP
  • Mistral (Mistral AI)
  • Quick Plant Energy Profiler
  • Gemini (Google)
  • ANSYS AI Simulation
  • Microsoft Office software
  • Microsoft PowerPoint
  • Retrofit Energy Savings Estimation Model RESEM
  • Combined Heat and Power Application Tool CHP
  • C++
  • EnergyPlus
  • Trane System Analyzer
  • DOE-2
  • InterEnergy Software Building Energy Analyzer PRO
  • Llama (Meta)
  • Autodesk AutoCAD
  • EffTec EffTrack
  • Grok (xAI)
  • GitHub Copilot
  • Autodesk Ecotect
  • Itron Enterprise Energy Management EEM Suite
  • Program for Energy Analysis of Residences PEAR
  • Cool Roof Calculator
  • Qwen (Alibaba)
  • Fan System Assessment Tool FSAT
  • Microsoft Access
  • DeepSeek
  • Stellar Processes EZ Sim
  • Python
  • AIRMaster+
  • ChatGPT (OpenAI)
  • Home Energy Efficient Design HEED
  • The MathWorks MATLAB
  • DesignBuilder Software DesignBuilder
  • Facility Energy Decision Systems FEDS
  • Architectural Energy Corporation VisualDOE
  • Nova (Amazon)
  • EnergySoft EnergyPro
  • Perplexity AI
  • Microsoft Project
  • Performance Systems Development TREAT
  • Microsoft Outlook
  • AutoCAD AI
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • Architectural Energy Corporation ENFORMA Building Diagnostics
  • Steam System Tool Suite
  • Autodesk AI
  • Microsoft Visio
  • Chilled Water System Analysis Tool CWSAT
  • Gemini Code Assist
  • 360 Analytics eQUEST
  • Process Heating Assessment and Survey Tool PHAST
  • Energy Efficient Rehab Advisor
  • Fielding Data Labs OptoMizer
  • Desktop computers
  • Infrared cameras
  • Digital multimeters
  • Personal computers
  • Handheld digital thermometers
  • Laptop computers
  • Draft gauges
  • Air current testers
  • Dataloggers
  • Blower doors
  • Heating system combustion analyzers
  • Digital infrared thermometers