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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.

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

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

  • Provide technical customer service.

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

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

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

  • Solicit new business.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles