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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

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

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

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

  • Monitor and analyze energy consumption.

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

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

  • 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.

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

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

  • Recommend best fuel for specific sites or circumstances.

  • Verify energy bills and meter readings.

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

  • Prepare energy-related project reports or related documentation.

  • Review or negotiate energy purchase agreements.

  • Direct the implementation of energy management projects.

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

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

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

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

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

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

Technologies & Software

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