Machine learning Programmer (Character & Animation) - Rainbow Six

Jobs for Humanity

Montreal

Offre publiée le 2025-07-14

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Machine Learning Programmer (Character & Animation) - Rainbow Six

Jobs for Humanity is collaborating with Ubisoft to build an inclusive and just employment ecosystem. We support individuals from all walks of life.

Company Name: Ubisoft

We are transforming animation at Ubisoft and on Rainbow Six through the integration of ML and GenAI, enabling high-quality, human-like animation at unprecedented scales. By joining this team, you will contribute to modernizing our animation tech stack with innovative ML techniques to create larger, more visually appealing games with a focus on animation quality. This role extends beyond R&D, focusing on industrializing ML into a modern game engine.

Responsibilities

Analyze existing animation tech stack and propose and implement novel ML approaches
Keep abreast of industry developments in ML and share knowledge with animation leadership
Contribute to the animation roadmap and execute related tasks
Collaborate within a diverse full-stack animation team to revolutionize studio animation processes by integrating pragmatic ML techniques into our technology stacks
Provide ML solutions across different domains for problem-solving
Hold a Master’s or PhD in machine learning, software engineering, or equivalent industry experience
Possess an undergraduate degree in computer science or significant industry experience
Strong skills in 3D mathematics and calculus
Experience with modern game engines such as Unreal or Unity
Knowledge of current runtime and offline animation techniques for games and film
Innovative thinking with the ability to follow directions
Excellent communication skills
Pragmatic and solution-oriented approach
Mastery of deep learning frameworks like PyTorch or Keras
Understanding of advanced machine learning topics (VAEs, NERFs, GANs, etc.)
Passion for animation in games
C++ programming experience