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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

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

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

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

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

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

  • 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.

  • Solicit new business.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Provide technical customer service.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles