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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

  • Provide technical customer service.

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

  • Solicit new business.

  • 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.

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

  • 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.

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles