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Automation Risk Analysis

Will “Ornamental Metalwork Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Ornamental Metalwork 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%

“Ornamental Metalwork 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.

  • 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.

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

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

  • 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.

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

  • 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.

  • Coordinate the look and function of product lines.

  • 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.

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

Technologies & Software

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