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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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

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

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

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

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

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

  • Provide technical customer service.

  • Solicit new business.

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

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

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

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

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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles