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Automation Risk Analysis

Will “HVAC Engineer (Heating Ventilation Air Conditioning Engineer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“HVAC Engineer (Heating Ventilation Air Conditioning Engineer)” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“HVAC Engineer (Heating Ventilation Air Conditioning Engineer)” 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mechanical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems.

Avg. Annual Salary $110,080
Avg. Hourly Wage $52.92
Available Jobs (US) 286,760
Job Title & Hierarchy Code (SOC) Mechanical Engineers #17-2141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mechanical Engineers”

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Core Skills & Abilities

  • Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.

  • Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.

  • Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.

  • Provide feedback to design engineers on customer problems or needs.

  • Solicit new business.

  • Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.

  • Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.

  • Estimate costs or submit bids for engineering, construction, or extraction projects.

  • Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.

  • Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.

  • Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.

  • Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.

  • Design test control apparatus or equipment or develop procedures for testing products.

  • Provide technical customer service.

  • Evaluate mechanical designs or prototypes for energy performance or environmental impact.

  • Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.

  • Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.

  • Write performance requirements for product development or engineering projects.

  • Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.

  • Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.

  • Recommend the use of utility or energy services that minimize carbon footprints.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.

  • Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

  • Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.

  • Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.

  • Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.

  • Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.

Technologies & Software

  • PTC Creo Parametric
  • ChatGPT (OpenAI)
  • Microsoft Visual Basic for Applications VBA
  • R
  • MAYA Nastran
  • Kimi (Moonshot AI)
  • Adobe Illustrator
  • Nova (Amazon)
  • Hewlett-Packard HP Graphics Language HPGL
  • Reliability analysis software
  • Adobe ActionScript
  • UGS I-DEAS
  • ReliaSoft Alta 6 Pro
  • Microsoft Outlook
  • Microsoft SharePoint
  • Microsoft Exchange
  • Finite element method FEM software
  • Autodesk AutoCAD Civil 3D
  • ANSYS AI Simulation
  • ANSYS simulation software
  • Bentley MicroStation
  • Video analysis software
  • Verilog
  • Perplexity AI
  • Gemini (Google)
  • Autodesk AI
  • Chef
  • Microsoft Excel
  • Human machine interface HMI software
  • Shell script
  • Mistral (Mistral AI)
  • Mathsoft Mathcad
  • Microsoft Project
  • Life cycle cost software
  • Computer aided design and drafting software CADD
  • Puppet
  • Oracle Primavera Enterprise Project Portfolio Management
  • Geographic information system GIS software
  • C
  • Bill of materials software
  • Microsoft Dynamics
  • G-code
  • Rockwell Automation software
  • Metrix Imageware Surfacer
  • Microsoft PowerPoint
  • Blink
  • Lambda Research OSLO
  • Trimble SketchUp Pro
  • Python
  • Perforce Helix software
  • Gemini Code Assist
  • Computational fluid dynamics CFD software
  • Statistical software
  • SAP software
  • Autodesk AutoCAD
  • Statistical energy analysis SEA software
  • ReliaSoft Weibull++ 6
  • Teradata Database
  • Dassault Systemes CATIA
  • Failure assessment software
  • Design of experiments DOE software
  • Supervisory control and data acquisition SCADA software
  • Data acquisition software
  • Llama (Meta)
  • Microsoft SQL Server
  • InnovMetric PolyWorks
  • Zemax
  • Dassault Systemes SolidWorks
  • SmugMug Flickr
  • Computer numerical control CNC software
  • Grid generation software
  • Perl
  • Computer aided manufacturing CAM software
  • Microsoft Access
  • Modal analysis software
  • Intergraph Plant Design System PDS
  • Microsoft Office software
  • 1CadCam Unigraphics
  • Claude (Anthropic)
  • Accelerated life testing software
  • Motion analysis software
  • Failure mode and effects analysis FMEA software
  • Microsoft Visio
  • Microsoft Word
  • Microsoft Visual Basic
  • MUMPS M
  • Cost estimating software
  • DeepSeek
  • Oracle JD Edwards EnterpriseOne
  • Optical analysis software
  • Rapid prototyping software
  • SolidWorks COSMOSWorks
  • The MathWorks MATLAB
  • ESRI ArcGIS software
  • Autodesk Revit
  • Qwen (Alibaba)
  • IBM Notes
  • Ladder Logic
  • GitHub Copilot
  • ReliaSoft BlockSim
  • Mesh generation software
  • Sigmetrix CETOL 6 Sigma
  • Minitab
  • C++
  • National Instruments LabVIEW
  • Grok (xAI)
  • AutoCAD AI
  • Reverse engineering software
  • Blue Ridge Numerics CFDesign
  • Velocity transducers
  • Wire bonders
  • Servohydraulic material testing machines
  • Personal computers
  • Laser Doppler anemometers
  • Radio frequency sensors
  • Wafer dicing saws
  • Strain gauges
  • Plasma etchers
  • Subsonic wind tunnels
  • Spin-coaters
  • Torque transducers
  • Function generators
  • Steppers
  • Position transducers
  • Oscilloscopes
  • Digital to analog converters
  • X ray radiographic systems
  • Laser digitizers
  • Scanning tunneling microscopes STM
  • Evaporation systems
  • Environmental testing chambers
  • Scanning probe microscopes SPM
  • Video editing equipment
  • Heat exchangers
  • Coordinate measuring machines CMM
  • Spectrum analyzers
  • Dynamic strain indicators
  • Analog to digital converters
  • Acoustic emission AE sensors
  • Precision positioning tables
  • Contact testers
  • Flip-chip wafer bonding systems
  • Digital particle image velocimeters
  • Deep reactive ion etchers DRIE
  • Optical sensors
  • Projection lithography equipment
  • Optical laser scanners
  • Interferometric microscopes
  • Fused deposition modeling FDM machines
  • Fluorescence spectrometers
  • Wire electrical discharge machines
  • Force transducers
  • Dynamometers
  • Aligners
  • Vibration isolators
  • Multimeters
  • Computed tomography CT systems
  • Pattern generators
  • Cryogenic apparatus
  • Multi-pen plotters
  • Photoelastic testing machines
  • Contact lithography equipment
  • Laser Doppler velocimeters LDV
  • X ray tubes
  • Torsional converters
  • Surface profilometers
  • Vapor deposition tube furnaces
  • Chemical-mechanical polishing equipment
  • Pitot tubes
  • Stylus profilometers
  • Nano indentation systems
  • Sputtering systems
  • Programmable logic controllers PLC
  • Infrared thermography cameras
  • Supersonic wind tunnels
  • Air compressors
  • Scanning electron microscopes SEM
  • Ellipsometers
  • Interferometers
  • Anodic wafer bonding systems
  • Wafer bonding systems
  • Vibration testers
  • Vibration control systems
  • Accelerometers
  • Rapid thermal processing systems

Alternative Job Titles