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Automation Risk Analysis

Will “Content Creator” be Automated?

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AI Exposure Risk

56%

“Content Creator” 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%

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

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Core Skills & Abilities

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

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

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

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

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

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

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

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

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

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

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

  • Conduct regular design reviews throughout the game development process.

  • Provide test specifications to quality assurance staff.

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

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

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

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

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

  • Collaborate with artists to achieve appropriate visual style.

  • Guide design discussions between development teams.

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

  • 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.

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

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

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  • Adobe Illustrator
  • Adobe Photoshop
  • Microsoft Visual Studio
  • OpenGL
  • Microsoft Windows
  • JavaScript
  • Adobe Creative Cloud software
  • Adobe After Effects
  • Perforce software
  • Qwen (Alibaba)
  • Grok (xAI)
  • Extensible markup language XML
  • Mistral (Mistral AI)
  • Microsoft DirectX
  • MySQL
  • Bolt.new
  • C for Graphics cg
  • Cursor AI
  • Linux
  • Autodesk Scaleform
  • Microsoft Office software
  • Autodesk Maya
  • Structured query language SQL
  • C++
  • DeepSeek
  • ChatGPT (OpenAI)
  • Atlassian JIRA
  • Vulkan Graphics API
  • Gemini Code Assist
  • C#
  • Lua
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  • Adobe ActionScript
  • Simple DirectMedia Layer SDL
  • Perforce Helix software
  • 3D graphic design software
  • Microsoft Excel
  • Perl
  • Graphical user interface GUI design software
  • Microsoft Visio
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  • Oracle Java
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  • Objective C
  • TypeScript
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  • Mistral AI (chat/models)
  • GitHub Copilot
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  • Sound development software
  • Ruby on Rails
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  • Smart phones
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  • Personal computers
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  • Desktop computers
  • Laptop computers
  • Tablet computers
  • Video gaming equipment