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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

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

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

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

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

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

  • Develop industrial standards and regulatory guidelines.

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

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

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

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

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

  • Supervise assistants' work throughout the design process.

  • Coordinate the look and function of product lines.

  • 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.

  • 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.

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

Technologies & Software

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