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Automation Risk Analysis

Will “Color Expert” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Color Expert” 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%

“Color Expert” 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

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

  • Supervise assistants' work throughout the design process.

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

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

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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

  • Develop industrial standards and regulatory guidelines.

Technologies & Software

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