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Machine Learning Animation Specialist
2 months ago
About the Role:
We are seeking a highly skilled Machine Learning Animation Specialist to join our team at Ubisoft Entertainment. As a key member of our animation team, you will be responsible for developing and implementing novel machine learning techniques to enhance our animation technology stack.
Key Responsibilities:
- Analyze our existing animation tech stack and propose innovative approaches using machine learning techniques.
- Stay up-to-date with the latest industry developments in machine learning and share your knowledge with the animation leadership.
- Execute and contribute to our existing animation roadmap for the animation team.
- Collaborate with a diverse full-stack animation team to revolutionize how we create animation as a studio by industrializing practical machine learning techniques into our animation technology stacks.
- Develop machine learning solutions to address problems across various domains.
Requirements:
- Masters or PhD in a machine learning software engineering field or equivalent industry experience.
- Undergraduate degree in computer science or significant industry experience.
- Strong 3D mathematics and calculus skills.
- Experience with modern game engines (Unreal / Unity).
- Understanding of current novel and standard runtime and offline animation techniques for games and film.
- Understanding of state-of-the-art machine learning topics (VAEs, NERFs, GANs, etc.).
- A passion for animation in games.
- C++ experience.
About Ubisoft:
Ubisoft is a global leader in the video game industry, with a diverse team of 19,000 people spread across more than 30 countries. We are committed to creating original and memorable gaming experiences that enrich the lives of players. We believe in the importance of diversity and inclusion, and we strive to foster a respectful and inclusive work environment for all employees.
