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Automation Risk Analysis

Will “Toy Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Toy 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%

“Toy 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

  • 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.

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

  • Develop industrial standards and regulatory guidelines.

  • 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.

  • 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.

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

  • 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.

  • Coordinate the look and function of product lines.

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

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

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

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

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

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

Technologies & Software

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