Compare roles · AI exposure side by side
Animators and Visual Effects ArtistsvsGames Designers
Games Designers is 4 points more exposed than Animators and Visual Effects Artists (58 against 54) and its window opens 1 year earlier.
Exposure
Window · adoption
until most of the change has landed
High adoption
until most of the change has landed
Medium-High adoption
In one line
Generative image and video tools now produce concept art, backgrounds, in-betweens and rotoscoping, reshaping who does what on a production.
AI significantly augmenting level design, asset creation, and playtesting.
Inputs behind the score · scaled 0–100
Task applicability
26Observed usage
48Official exposure tier
70Labour-market trajectory
n/aPublished adoption rating
70Editorial adjustment +6
Task applicability
57Observed usage
36Official exposure tier
100Labour-market trajectory
30Published adoption rating
55What is driving it
- Generative image models
- Generative video
- AI inside the standard packages
- Markerless performance capture
- AI-assisted in-betweening and physics
- Budget pressure and content volume
- Advancements in Generative AI (Image, Text, 3D, Audio)
- Demand for Larger, More Dynamic & Personalized Game Worlds
- Need to Accelerate Game Development Cycles & Reduce Costs
- Availability of AI Tools & Plugins for Game Engines (Unreal, Unity)
- Player Expectations for More Intelligent NPCs & Adaptive Gameplay
- Growth of User-Generated Content (UGC) Platforms (AI can assist creators)
- Data Analytics for Understanding Player Behavior & Improving Design
- Procedural Content Generation (PCG) becoming more sophisticated with AI
- Desire for Rapid Prototyping & Iteration in Design
- Independent Developer Empowerment through AI Tools
Skills worth building
- Art direction and taste
- Character performance
- Generative tool fluency
- Compositing and finishing
- Pipeline scripting
- Rights and licensing awareness
- Core Game Design Principles (Mechanics, Loops, Pacing, Player Psychology)
- Creativity, Imagination & Conceptualization
- AI Tool Proficiency & Prompt Engineering (for Design)
- Narrative Design & Storytelling
- Systems Thinking & Balancing
- Player Empathy & User Experience (UX) Design
- Technical Aptitude & Understanding of Game Engines
- Critical Curation & Editing of AI-Generated Content
Tools in the work now
- Midjourney / Stable Diffusion / DALL-E
- ChatGPT / Claude / Jasper (for narrative elements)
- Houdini (for advanced PCG, can be AI-enhanced) / Specific AI PCG research tools
- Modl.ai / Unity Game Simulation
- Unreal Engine (with MetaHumans, AI tools) / Unity (with AI/ML toolkits like Sentis)
Where the work moves
More exposed
Different skills, growing
Fine Artists, Including Painters, Sculptors, and Illustrators48
Complementary, less exposed
QA Testers (Executing repetitive, scripted test cases)
More exposed
AI Programmers for Game AI / Machine Learning Engineers for Games
Different skills, growing
Game Producers / Creative Directors (High-Level Vision & Team Leadership)
Complementary, less exposed
Full report
Scores are the CareerGuard Exposure Index v2: the same five inputs and weights for every role, so a gap of ten points means the same thing wherever it appears. How scores are built.