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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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Provide technical customer service.

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

  • Solicit new business.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

Technologies & Software

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

Alternative Job Titles