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Automation Risk Analysis

Will “Engine Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Engine Designer” 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%

“Engine Designer” 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.

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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

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

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

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

Technologies & Software

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

Alternative Job Titles