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Automation Risk Analysis

Will “Bicycle Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Bicycle 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Bicycle 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 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Commercial and Industrial Designers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design and develop manufactured products, such as cars, home appliances, and children's toys. Combine artistic talent with research on product use, marketing, and materials to create the most functional and appealing product design.

Avg. Annual Salary $88,000
Avg. Hourly Wage $42.31
Available Jobs (US) 30,250
Job Title & Hierarchy Code (SOC) Commercial and Industrial Designers #27-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Commercial and Industrial Designers”

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Core Skills & Abilities

  • Prepare sketches of ideas, detailed drawings, illustrations, artwork, or blueprints, using drafting instruments, paints and brushes, or computer-aided design equipment.

  • Supervise assistants' work throughout the design process.

  • Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.

  • Investigate product characteristics such as the product's safety and handling qualities, its market appeal, how efficiently it can be produced, and ways of distributing, using, and maintaining it.

  • Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.

  • Read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.

  • Develop industrial standards and regulatory guidelines.

  • Design graphic material for use as ornamentation, illustration, or advertising on manufactured materials and packaging or containers.

  • Present designs and reports to customers or design committees for approval and discuss need for modification.

  • Direct and coordinate the fabrication of models or samples and the drafting of working drawings and specification sheets from sketches.

  • Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.

  • Participate in new product planning or market research, including studying the potential need for new products.

  • Confer with engineering, marketing, production, or sales departments, or with customers, to establish and evaluate design concepts for manufactured products.

  • Coordinate the look and function of product lines.

  • Fabricate models or samples in paper, wood, glass, fabric, plastic, metal, or other materials, using hand or power tools.

  • Develop manufacturing procedures and monitor the manufacture of their designs in a factory to improve operations and product quality.

  • Advise corporations on issues involving corporate image projects or problems.

Technologies & Software

  • Siemens NX
  • Autodesk Revit
  • Geometric CAMWorks
  • Autodesk Maya
  • Delphi Technology
  • Gemini (Google)
  • Adobe Photoshop
  • Verilog
  • ElevenLabs
  • SAP software
  • C++
  • Web browser software
  • Perplexity AI
  • CapCut AI
  • Xara Designer Pro
  • LoveArt AI
  • Microsoft Project
  • Autodesk AliasStudio
  • Siemens UGS NX
  • Dassault Systemes SolidWorks
  • DeepSeek
  • Midjourney
  • Adobe Illustrator
  • Minitab
  • Microsoft Word
  • Eko
  • Adobe Acrobat
  • C
  • Llama (Meta)
  • Grok (xAI)
  • Microsoft PowerPoint
  • IBM Notes
  • InVision software
  • Udio
  • Adobe Creative Cloud software
  • McNeel Rhinoceros 3D
  • Ashlar-Vellum Cobalt
  • 1CadCam Unigraphics
  • The MathWorks MATLAB
  • Gemini for Workspace
  • Qwen (Alibaba)
  • Microsoft Publisher
  • jQuery
  • Cascading style sheets CSS
  • JavaScript
  • Trimble SketchUp Pro
  • Corel CorelDraw Graphics Suite
  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Adobe Firefly
  • Adobe After Effects
  • QuarkXPress
  • Microsoft Access
  • Microsoft Excel
  • Corel Painter
  • Figma
  • C#
  • Claude (Anthropic)
  • Kapwing
  • Autodesk AutoCAD
  • Nova (Amazon)
  • Finite element analysis software
  • ESRI ArcGIS software
  • Microsoft Office software
  • Mistral (Mistral AI)
  • Apple iOS
  • Python
  • Dassault Systemes CATIA
  • Software as a service SaaS
  • Suno AI
  • Email software
  • Computer aided manufacturing CAM software
  • National Instruments LabVIEW
  • Maxon Cinema 4D
  • Adobe FreeHand MX
  • Adobe InDesign
  • DALL-E 3 (OpenAI)
  • Apache Maven
  • Chaos Group V-Ray
  • Runway ML
  • Napkin AI
  • Autodesk 3ds Max
  • Sora (OpenAI)
  • PTC Creo Parametric
  • Hypertext markup language HTML
  • Recraft
  • Desktop computers
  • Compact digital cameras
  • Personal computers
  • Liquid crystal display LCD video projectors
  • Laptop computers
  • Universal serial bus USB flash drives