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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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • 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.

  • Solicit new business.

  • Provide technical customer service.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles