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Automation Risk Analysis

Will “Game Developer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #68 of 702. Estimated risk: 1.5%

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AI Exposure Risk

53%

“Game 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Game 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 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Special Effects Artists and Animators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Create special effects or animations using film, video, computers, or other electronic tools and media for use in products, such as computer games, movies, music videos, and commercials.

Avg. Annual Salary $110,110
Avg. Hourly Wage $52.94
Available Jobs (US) 21,280
Job Title & Hierarchy Code (SOC) Special Effects Artists and Animators #27-1014
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Special Effects Artists and Animators”

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Core Skills & Abilities

  • Use models to simulate the behavior of animated objects in the finished sequence.

  • Assemble, typeset, scan, and produce digital camera-ready art or film negatives and printer's proofs.

  • Design complex graphics and animation, using independent judgment, creativity, and computer equipment.

  • Make objects or characters appear lifelike by manipulating light, color, texture, shadow, and transparency, or manipulating static images to give the illusion of motion.

  • Script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques.

  • Apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.

  • Create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.

  • Create pen-and-paper images to be scanned, edited, colored, textured, or animated by computer.

  • Convert real objects to animated objects through modeling, using techniques such as optical scanning.

  • Implement and maintain configuration control systems.

  • Create two-dimensional and three-dimensional images depicting objects in motion or illustrating a process, using computer animation or modeling programs.

  • Participate in design and production of multimedia campaigns, handling budgeting and scheduling, and assisting with such responsibilities as production coordination, background design, and progress tracking.

  • Develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.

Technologies & Software

  • Adobe Creative Cloud software
  • Next Limit Maxwell Render
  • Indigo Renderer
  • Cascading style sheets CSS
  • Maxon BodyPaint 3D
  • Figma
  • Adobe FreeHand MX
  • Blender
  • MaxScript
  • Skencil
  • Kimi (Moonshot AI)
  • XML User Interface XUI
  • AutoDesSys form Z
  • AutoQ3D
  • Mistral (Mistral AI)
  • Ambient Design ArtRage
  • Pixologic Zbrush
  • Nevercenter Silo
  • Object-oriented programming languages
  • Freeverse Lineform
  • Corel Painter
  • Llama (Meta)
  • Three-dimensional graphics software
  • Two-dimensional graphics software
  • Autodesk Alias Surface
  • Code libraries
  • QuarkXPress
  • Runway ML
  • Maya Embedded Language MEL
  • Autodesk MotionBuilder
  • solidThinking
  • SmithMicro SoftwarePoser
  • Microsoft Excel
  • Perplexity AI
  • ACD Systems Canvas
  • Side Effects Software Houdini
  • Microsoft Windows
  • jQuery
  • Midjourney
  • Pixar RenderMan Studio
  • Adobe Photoshop
  • Adobe ImageReady
  • Maxon Cinema 4D
  • Celsys RETAS
  • Python
  • C
  • Electric Rain Swift 3D Xpress
  • Microsoft Visio
  • Apple macOS
  • Massive Jet
  • Drupal
  • Unity Technologies Unity
  • Luxrender
  • Apple DrawBerry
  • DAZ Productions Carrara
  • Autodesk 3ds Max
  • Character Studio
  • Trapcode Particular
  • RealFlow
  • Nova (Amazon)
  • Grok (xAI)
  • HASH Animation:Master
  • SideFX Houdini
  • JavaScript
  • e-on software Vue
  • Caligari Corporation trueSpace
  • MagicTracer
  • Sora (OpenAI)
  • Adobe Premiere Pro
  • Microsoft Office software
  • Sunflow Render System
  • Perforce Helix software
  • Bohemian Coding DrawIt
  • SmithMicro Anime Studio
  • Bunkspeed HyperDrive
  • Extensible markup language XML
  • Serif DrawPlus
  • Autodesk SoftImage
  • LoveArt AI
  • Extensible hypertext markup language XHTML
  • Adobe Director
  • Hypertext markup language HTML
  • DALL-E 3 (OpenAI)
  • Autodesk Mudbox
  • DeepSeek
  • Adobe Acrobat
  • Chaos Group V-Ray
  • Mental Images Mental Ray
  • Bunkspeed HyperMove
  • ElevenLabs
  • Cybermotion 3D Designer
  • Cheetah3D
  • Autodesk Alias Design
  • Gemini for Workspace
  • Quad Software Grome
  • Trimble SketchUp Pro
  • Autodesk Maya
  • Gemini (Google)
  • Microsoft Silverlight
  • Pixelmator
  • DX Studio
  • Apple Final Cut Pro
  • Autodesk Combustion
  • Xara Designer Pro
  • Crytek CryEngine
  • NodeBox
  • Component libraries
  • Recraft
  • Qwen (Alibaba)
  • Udio
  • Suno AI
  • Autodesk 3ds Max Design
  • Ability Photopaint
  • Napkin AI
  • Adobe Illustrator
  • Autodesk SketchBook Pro
  • Adobe Dreamweaver
  • Inivis AC3D
  • Adobe InDesign
  • Adobe Flex
  • VectorDesigner
  • Adobe Firefly
  • Microsoft Word
  • Dynamic hypertext markup language DHTML
  • YouTube
  • Microsoft Expression Design
  • Aqsis Renderer
  • TechSmith Camtasia
  • PHP
  • sK1
  • Adobe ActionScript
  • Luxology Modo
  • C++
  • SmithMicro Manga Studio
  • Satori Paint
  • Autodesk AutoCAD Civil 3D
  • NVDIA Gelato
  • NewTek Lightwave 3D
  • ChatGPT (OpenAI)
  • CapCut AI
  • Claude (Anthropic)
  • Social media sites
  • Corel CorelDraw Graphics Suite
  • Pixarra TwistedBrush
  • Adobe After Effects
  • AJAX
  • DAZ Productions Bryce
  • Unreal Technology Unreal Engine
  • Google Sites
  • Adobe AIR
  • UNIX
  • Microsoft PowerPoint
  • SplutterFish Brazil
  • Panoramic digital cameras
  • Digital pens
  • Personal computers
  • Digital paper

Alternative Job Titles