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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

  • Provide technical customer service.

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

  • Solicit new business.

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles