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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

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

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

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

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

  • Provide technical customer service.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Solicit new business.

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles