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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

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

  • 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.

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

  • Provide technical customer service.

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

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

  • 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.

  • 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.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles