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Automation Risk Analysis

Will “Fabric Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Fabric 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%

“Fabric 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

  • Coordinate the look and function of product lines.

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

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

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

  • 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.

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

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

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

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

  • Develop industrial standards and regulatory guidelines.

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

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

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

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

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

  • Supervise assistants' work throughout the design process.

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

Technologies & Software

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