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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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Provide technical customer service.

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

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

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

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

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

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

  • 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.

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

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

  • Solicit new business.

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

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

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

Technologies & Software

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

Alternative Job Titles