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Machine Learning Engineer

2 months ago

Montreal, Quebec, Canada Ubisoft Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at Ubisoft, a leading entertainment company. As a Machine Learning Engineer, you will play a key role in revolutionizing our animation technology stack by industrializing pragmatic machine learning techniques.

Key Responsibilities
  • Analyze and Improve Animation Tech Stack

Propose and implement novel approaches using machine learning techniques to enhance our animation technology stack.

Stay Up-to-Date with Industry Developments

Stay current with the latest industry developments in machine learning and bring them to the animation leadership for knowledge sharing.

Contribute to Animation Roadmap

Execute and contribute to the existing animation roadmap for the animation team.

Collaborate with Full-Stack Animation Team

Work as part of a diverse full-stack animation team to industrialize pragmatic machine learning techniques into our animation technology stacks.

Think Outside the Box

Able to think outside of the animation domain and provide machine learning solutions for problem-solving in other domains.

Qualifications and Experience
  • Master's or PhD in Machine Learning or Equivalent

Masters or PhD in a machine learning software engineering field (or equivalent industry experience).

Strong 3D Mathematics and Calculus

Strong 3D mathematics and calculus skills.

Experience with Modern Game Engines

Experience with modern game engines (Unreal/Unity).

Understanding of Current Animation Techniques

Understanding of current novel and standard runtime and offline animation techniques for games and film.

Innovative Thinker

Innovative thinker also able to take direction.

Excellent Communication Skills

Excellent communication skills.

Pragmatic and Solution-Oriented

Pragmatic and solution-oriented.

Mastery of Deep Learning Frameworks

Mastery of deep learning frameworks (PyTorch/Keras).

Understanding of State-of-the-Art Machine Learning Topics

Understanding of state-of-the-art machine learning topics (VAEs, NERFs, GANS, etc).

Passion for Animation in Games

A passion for animation in games.

C++ Experience

C++ experience.

About Ubisoft

Ubisoft is a leading entertainment company with 19,000 employees spread across more than 30 countries. We are united by a common mission: to enrich the lives of players through original and memorable gaming experiences. Our energy and talent have brought to life many acclaimed franchises such as Assassin's Creed, Far Cry, Watch Dogs, Just Dance, Rainbow Six, and many more to come.

We are an equal opportunity employer and believe that diversity of backgrounds and perspectives is crucial for creating worlds that allow everyone to thrive and express themselves.

We offer a collaborative space focused on professional growth, learning opportunities, and well-being. If you are excited about tackling thrilling challenges, leveraging cutting-edge technologies, and being part of the future of entertainment, join us to create the unknown.

We are committed to fostering an inclusive and respectful work environment for all differences.