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Automation Risk Analysis

Will “Ventilating Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Ventilating Engineer” 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 Engineer” 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.

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Solicit new business.

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

  • 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.

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

  • 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.

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

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

  • 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.

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

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles