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Automation Risk Analysis

Will “Roller Coaster Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Roller Coaster 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%

“Roller Coaster 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.

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

  • 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.

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

  • Supervise assistants' work throughout the design process.

  • Coordinate the look and function of product lines.

  • 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.

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

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

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

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

  • Develop industrial standards and regulatory guidelines.

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

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

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

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

Technologies & Software

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