Machine Learning Engineer

1 week ago

Montreal, Quebec, Canada Ubisoft Full time
Job Overview

About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at Ubisoft. As a key member of our animation team, you will be responsible for developing and implementing novel machine learning techniques to revolutionize our animation technology stack.

Key Responsibilities

  • Analyze existing animation tech stack and propose innovative approaches using machine learning algorithms
  • Stay up-to-date with the latest industry developments in machine learning and share knowledge with the animation leadership
  • Contribute to the execution and development of the animation roadmap for the animation team
  • Collaborate with a diverse full-stack animation team to industrialize pragmatic machine learning techniques into our animation technology stacks
  • Develop machine learning solutions for problem-solving across various domains

Qualifications and Experience

  • Masters or PhD in a machine learning software engineering field (or equivalent industry experience)
  • Undergraduate degree in computer science (or significant industry experience)
  • Strong understanding of 3D mathematics and calculus
  • Experience with modern game engines (Unreal / Unity)
  • Knowledge of current novel and standard runtime and offline animation techniques for games and film
  • Innovative thinking and ability to take direction
  • Excellent communication skills
  • Pragmatic and solution-oriented approach
  • Mastery of deep learning frameworks (PyTorch / Keras)
  • Understanding of state-of-the-art machine learning topics (VAEs, NERFS, GANs, etc.)
  • 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 30 countries. We are committed to creating original and memorable gaming experiences that enrich the lives of players. Our teams are united by a shared mission to push the boundaries of innovation and creativity.

Our Culture

We value diversity, inclusivity, and respect in all its forms. Our work environment is designed to spark creativity, foster connection, and promote professional growth. We offer a collaborative space with extensive benefits, learning opportunities, and a focus on well-being.

About the Team

You will be joining a team that is passionate about animation and committed to pushing the boundaries of what is possible. We are changing the way we do animation at Ubisoft, and we need your expertise to help us modernize our animation tech stack with novel machine learning-based techniques.

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