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Automation Risk Analysis

Will “Ventilating Expert” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Ventilating Expert” 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 Expert” 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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

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

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

  • Solicit new business.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles