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Automation Risk Analysis

Will “Environmental Artist” be Automated?

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AI Exposure Risk

56%

“Environmental 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%

“Environmental 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.

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

  • Guide design discussions between development teams.

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

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

  • 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 designers and other colleagues regarding game design features.

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

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

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

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

  • Collaborate with artists to achieve appropriate visual style.

  • Provide test specifications to quality assurance staff.

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

  • Conduct regular design reviews throughout the game development process.

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

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

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

  • 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.

  • 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.

Technologies & Software

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