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Automation Risk Analysis

Will “Gameplay Engineer” be Automated?

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AI Exposure Risk

56%

“Gameplay Engineer” 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%

“Gameplay Engineer” 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

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

  • Collaborate with artists to achieve appropriate visual style.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Conduct regular design reviews throughout the game development process.

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

  • Provide test specifications to quality assurance staff.

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

  • Guide design discussions between development teams.

Technologies & Software

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