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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.

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Solicit new business.

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

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

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

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

  • Provide technical customer service.

  • 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.

Technologies & Software

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

Alternative Job Titles