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Automation Risk Analysis

Will “Ventilating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Ventilating 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%

“Ventilating 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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

  • 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.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles