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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

  • Monitor and analyze energy consumption.

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

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

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

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

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

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

  • Prepare energy-related project reports or related documentation.

  • 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.

  • Direct the implementation of energy management projects.

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

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

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

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

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

  • Review or negotiate energy purchase agreements.

  • Recommend best fuel for specific sites or circumstances.

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

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

  • Verify energy bills and meter readings.

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

Technologies & Software

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