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Automation Risk Analysis

Will “Concept Artist” be Automated?

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AI Exposure Risk

56%

“Concept Artist” 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%

“Concept Artist” 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

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

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

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

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

  • Guide design discussions between development teams.

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

  • Provide test specifications to quality assurance staff.

  • Conduct regular design reviews throughout the game development process.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Collaborate with artists to achieve appropriate visual style.

  • 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.

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

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

Technologies & Software

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