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Automation Risk Analysis

Will “Internal Combustion Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Internal Combustion 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%

“Internal Combustion 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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

  • Solicit new business.

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

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

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

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

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

  • 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.

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles