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Automation Risk Analysis

Will “HVAC Engineer (Heating, Ventilation and 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 and 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 and 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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

  • 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.

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles