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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

  • Solicit new business.

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

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

  • Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

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

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

Technologies & Software

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

Alternative Job Titles