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Automation Risk Analysis

Will “Safety Clothing Developer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Safety Clothing Developer” 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%

“Safety Clothing Developer” 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

  • 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.

  • Supervise assistants' work throughout the design process.

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

  • 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.

  • 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.

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

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

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

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

  • Coordinate the look and function of product lines.

  • Develop industrial standards and regulatory guidelines.

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

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

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

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

Technologies & Software

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