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

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

  • Solicit new business.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles