Machine learning Programmer (Character & Animation) - Rainbow Six

at  Ubisoft

Job Description
We 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 solving

Qualifications

• 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

• 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 solvin