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Automation Risk Analysis

Will “HVAC Design Mechanical Engineer (Heating, Ventilation, and Air Conditioning Design Mechanical 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 Design Mechanical Engineer (Heating, Ventilation, and Air Conditioning Design Mechanical 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 Design Mechanical Engineer (Heating, Ventilation, and Air Conditioning Design Mechanical 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.

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

  • 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.

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

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Provide technical customer service.

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

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

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

Technologies & Software

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

Alternative Job Titles