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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

  • 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.

  • 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.

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

  • Provide technical customer service.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Solicit new business.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles