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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

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

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

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

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

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

  • Provide technical customer service.

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

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

  • Solicit new business.

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

Technologies & Software

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

Alternative Job Titles