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Automation Risk Analysis

Will “Motorcycle Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Motorcycle 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%

“Motorcycle 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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

  • Solicit new business.

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

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

Technologies & Software

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

Alternative Job Titles