The DNA team develops and manages a variety of data services and tools for storing and analyzing game telemetry. Known as a company-wide reference and trusted source, our products provide:
- real-time visibility on how Ubisoft titles are played; and
- an understanding of the habits and preferences of the people playing them.
Committed to knowledge sharing, we collect, process, and curate in-game data. Then transform it into clear and informative visualizations. The result? Meaningful metrics for production teams to make informed decisions and create even better gaming experiences.
As a Data Scientist within DNA, you’ll develop machine learning solutions and help build a platform that provides millions of players with even more personalized experiences.
With a focus on accuracy and scalability, you’ll deploy machine learning algorithms, like our content recommendation system. You’ll collaborate closely with your fellow data scientists and data developers to make relevant and reliable recommendations. And, eventually, touch upon other domains within Ubisoft.
What you’ll do
In a Scrum/Agile environment:
- Research, develop, and experiment with new models and algorithms to explore machine learning opportunities.
- Implement machine learning solutions into our content recommendation system.
- Sync up with your colleagues to discuss progress, exchange feedback, plan and prioritize, overcome issues, etc.
- Contribute to coming up with ideas to improve system and content recommendation quality.
- Monitor technological advancements and trends to help develop our best practices.
Qualifications
What you bring
- Deep-rooted knowledge of algorithmic, machine learning, and advanced data science techniques
- Proficiency in Python (R, a huge plus)
- Experience with:
- data processing technologies like Spark
- machine learning frameworks like MLlib, TensorFlow, scikit-learn, or PyTorch
- cloud computing
- A degree in Computer Science, Mathematics, Statistics, Econometrics, or Machine Learning (or other relevant training)
- Around 2 years of experience in data science, machine learning, or artificial intelligence (or related experience)
- Solid communication, interpersonal, and presentation skills
- A collaborative and innovative spirit
- An understanding of the video game industry
What to send our way
- Your CV, highlighting your experience, education, and skills
A real live person will review your application. In this case, it’s our talent acquisition specialist Alexis. As he learns more about you through your profile, get to know him through the video below.
About us
At Ubisoft Montreal, a preeminent developer of video games located in Montreal’s dynamic Mile-End neighbourhood since 1997, we offer a work environment unique in the industry for allowing you to build and cultivate games that are part of critically acclaimed, iconic AAA franchises of international repute.
When you join Ubi Montreal, you enter a community of passionate, extraordinary developers connected by their need to innovate, to be creative and to work with the latest technology. You’ll discover a world where employees enjoy constant career advancement, a supportive learning environment, and competitive compensation packages.
More than anything, at Ubi Montreal, you will regularly ship a variety of big, quality titles – Assassin’s Creed, Far Cry, Rainbow Six, Watch_Dogs, For Honor and… well we can’t disclose all our secrets just yet… – and work with some of the most talented people in the industry.
At Ubisoft, you can come as you are. We embrace diversity in all its forms. We’re committed to fostering a work environment that is inclusive and respectful of all differences.