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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

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

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

  • Coordinate the look and function of product lines.

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

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

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

  • Supervise assistants' work throughout the design process.

  • 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.

  • Develop industrial standards and regulatory guidelines.

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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