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Automation Risk Analysis

Will “Prototype Developer” be Automated?

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AI Exposure Risk

56%

“Prototype 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Prototype 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 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Video Game Designers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design core features of video games. Specify innovative game and role-play mechanics, story lines, and character biographies. Create and maintain design documentation. Guide and collaborate with production staff to produce games as designed.

Job Title & Hierarchy Code (SOC) Video Game Designers #15-1255.01
ℹ️

Data is based on the reference occupation: “Video Game Designers”

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Core Skills & Abilities

  • Conduct regular design reviews throughout the game development process.

  • Create gameplay test plans for internal and external test groups.

  • Solicit, obtain, and integrate feedback from design and technical staff into original game design.

  • Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.

  • Guide design discussions between development teams.

  • Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.

  • Prepare and revise initial game sketches using two- and three-dimensional graphical design software.

  • Prepare two-dimensional concept layouts or three-dimensional mock-ups.

  • Consult with multiple stakeholders to define requirements and implement online features.

  • Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.

  • Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.

  • Collaborate with artists to achieve appropriate visual style.

  • Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.

  • Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.

  • Write or supervise the writing of game text and dialogue.

  • Present new game design concepts to management and technical colleagues, including artists, animators, and programmers.

  • Provide feedback to production staff regarding technical game qualities or adherence to original design.

  • Review or evaluate competitive products, film, music, television, and other art forms to generate new game design ideas.

  • Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.

  • Devise missions, challenges, or puzzles to be encountered in game play.

  • Create gameplay prototypes for presentation to creative and technical staff and management.

  • Provide feedback to designers and other colleagues regarding game design features.

  • Provide test specifications to quality assurance staff.

  • Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.

Technologies & Software

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  • TypeScript
  • Sound development software
  • Extensible markup language XML
  • Cursor AI
  • Microsoft DirectX
  • MySQL
  • Devin (Cognition AI)
  • Ruby on Rails
  • C++
  • Mistral (Mistral AI)
  • Adobe Photoshop
  • Grok (xAI)
  • Perforce software
  • Microsoft Visio
  • Autodesk 3ds Max
  • Microsoft Windows
  • Simple DirectMedia Layer SDL
  • Unreal Technology Unreal Engine
  • Microsoft PowerPoint
  • Advanced business application programming ABAP
  • Microsoft SQL Server
  • Nova (Amazon)
  • 3D graphic design software
  • DeepSeek
  • Adobe Illustrator
  • Lua
  • Microsoft Visual Studio
  • JavaScript
  • Bolt.new
  • Perplexity AI
  • C#
  • Autodesk Maya
  • Objective C
  • Adobe After Effects
  • Lovable.dev
  • Scheme
  • Linux
  • Microsoft Word
  • Perl
  • Gemini Code Assist
  • Hypertext markup language HTML
  • Microsoft Office software
  • Tabnine
  • Balsamiq Studios Balsamiq Mockups
  • Unity Technologies Unity
  • PHP
  • OpenGL
  • Atlassian JIRA
  • Python
  • Microsoft Excel
  • Claude (Anthropic)
  • Blackboard software
  • Graphical user interface GUI design software
  • ChatGPT (OpenAI)
  • Adobe ActionScript
  • GitHub Copilot
  • Vulkan Graphics API
  • Job control language JCL
  • Virtual Battlespace 2 VBS2
  • Qwen (Alibaba)
  • C for Graphics cg
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  • Oracle Java
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  • Structured query language SQL
  • v0 by Vercel
  • Computer data input scanners
  • Audioconferencing systems
  • Desktop computers
  • Tablet computers
  • Laptop computers
  • Smart phones
  • Video gaming equipment
  • Personal computers