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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

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

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

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

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

  • 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.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Provide technical customer service.

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

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

  • 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.

  • Solicit new business.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles