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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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Solicit new business.

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

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

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

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

  • 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.

  • 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.

  • Provide technical customer service.

Technologies & Software

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

Alternative Job Titles