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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

  • Supervise assistants' work throughout the design process.

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

  • 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.

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

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

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

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

  • 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.

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

  • Coordinate the look and function of product lines.

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

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

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

  • 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.

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

Technologies & Software

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