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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

  • 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.

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

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles