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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Solicit new business.

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

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

  • Provide technical customer service.

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

Technologies & Software

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

Alternative Job Titles