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Automation Risk Analysis

Will “Bike Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Bike 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%

“Bike 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

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

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

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

  • Supervise assistants' work throughout the design process.

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

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

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

  • Coordinate the look and function of product lines.

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

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

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

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

  • Develop industrial standards and regulatory guidelines.

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

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

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

Technologies & Software

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