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Automation Risk Analysis

Will “Car Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Car 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%

“Car 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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

  • Provide technical customer service.

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

  • Solicit new business.

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

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

Technologies & Software

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

Alternative Job Titles