Machine learning Programmer (Character & Animation) – Rainbow Six

Job title:

Machine learning Programmer (Character & Animation) – Rainbow Six

Company

Ubisoft

Job description

Job DescriptionWe are changing how we do animation here at Ubisoft and on Rainbow Six. The injection of ML and GenAI has caused a paradigm shift in the capacity to produce high quality human like animation at a scale we could not before. By joining this team, you would be contributing to modernizing our animation tech stack with novel ML based techniques to help us make bigger, better-looking games with a heavy focus on animation quality. This role would be a step beyond RND with a focus on industrializing ML into a modern games engine.
Responsibilities
– Analyse existing animation tech stack and propose and implement novel approaches using machine learning techniques
– Stay on top of the current industry developments in ML and bring them to the animation leadership for knowledge sharing
– Execute and contribute to the existing animation roadmap for the animation team
– Work as apart of a diverse full stack animation team to revolutionize how we make animation as a studio by industrializing pragmatic ML techniques into our animation technology stacks
– Able to think outside of animation domain and provide ML solutions into other domains for problem solvingQualifications– Masters or PHD in a machine learning software engineering field (or equivalent industry experience)
– Undergaduate degree in computer science (or significant industry experience)
– Strong 3D mathematics and calculus
– Experience with modern game engines (unreal / unity)
– Understanding of current novel and standard runtime and offline animation techniques for games and film
– Innovative thinker also able to take direction
– Excellent communication skills
– Pragmatic and solution oriented
– Mastery of deep learning frameworks (pytorch / keras)
– Understanding of state of the art machine learning topics (VAEs, NERFS, GANS etc)
– A passion for animation in games
– C++ experience

Expected salary

Location

Montreal, QC

Job date

Sun, 16 Mar 2025 05:00:27 GMT

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