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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

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

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • Provide technical customer service.

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

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

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

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

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

  • Solicit new business.

Technologies & Software

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

Alternative Job Titles