About the role
Job Description
Ubisoft is looking for a Data Scientist to join the Smart Services team within the Global Publishing entity. In this role, you will support the team delivering business solutions such as customers recommendation and personalized services, players Lifetime Value predictions, Marketing Mixed Models (MMM) or Attribution.
What you’ll do
-
Learn about our machine learning tools and work environment to improve and develop new models around personalization services and lifetime value predictions.
-
Learn about Ubisoft’s big data tracking and platforms to provide reporting and analysis around your research*.*
-
Gather data and collaborate with Ubisoft data stakeholders such as IT, CRM, Marketing Analytics, and Developers to ensure the feasibility of your solutions and their performance analysis.
-
Work on scaling and automating the solutions and models (ML Ops).
-
Create formalized knowledge-based documentation about the team solutions, tools and processes.
-
Support the team with new ideas and promote ML Ops solutions and best practices.
Qualifications
What you’ll bring
-
Background in math, computer science or engineering.
-
Proficient with Python, Spark and SQL.
-
Good understanding of machine learning models and common libraries.
-
Experience working with lakehouse data platform (Databricks, Snowflake…) and Cloud storage and compute solutions (Big Query, Azure, AWS)
-
Experience with collaborative development tools like GitLab and CI/CD practices
-
Familiar with ML Ops best practices and processes
-
Good communication skills.
-
Bilingual French/English.
Additional Information
Ubisoft is a global leader in gaming with teams across the world creating original and memorable gaming experiences, from Assassin’s Creed, Rainbow Six to Just Dance and more. We believe diverse perspectives help both players and teams thrive. If you’re passionate about innovation and pushing entertainment boundaries, join our journey and help us create the unknown!
We embrace a hybrid work model helping you stay connected with your team and aligned with business priorities, while giving you the opportunity to maintain your work-life balance. Note, that some roles are fully office-based and are not eligible for hybrid work.
About Ubisoft Montréal
Nous créons l'inconnu depuis 1997. Chez Ubisoft Montréal, un but commun nous uni·es : enrichir la vie des joueuses et des joueurs grâce à des expériences de jeu originales et mémorables. Nous développons des franchises emblématiques qui fascinent des millions de personnes à travers le monde, incluant Assassin's Creed, Far Cry, For Honor, Rainbow Six, Watch Dogs - et, bon, on ne peut quand même pas dévoiler tous nos secrets.
Notre plus grande force est (et sera toujours) notre communauté d’employé·es : les talents audacieux qui soutiennent et produisent les jeux de qualité qui ont marqué l’histoire de notre studio.
Quand vous rejoignez Ubi MTL, vous découvrez un milieu de travail qui éveille la créativité et favorise les connexions : un environnement composé d'une variété de voix, d'identités, d'origines, d'expériences et de perspectives. Nous offrons un espace axé sur la collaboration et qui mise sur l'avancement professionnel, une foule d'opportunités d'apprentissage ainsi que d’importants avantages sociaux pour le bien-être.
Ici, notre désir de rêver gros, de prendre des risques et d’évoluer contribue à l'innovation et au dépassement des limites qui mènent finalement à notre succès collectif.
About the role
Job Description
Ubisoft is looking for a Data Scientist to join the Smart Services team within the Global Publishing entity. In this role, you will support the team delivering business solutions such as customers recommendation and personalized services, players Lifetime Value predictions, Marketing Mixed Models (MMM) or Attribution.
What you’ll do
-
Learn about our machine learning tools and work environment to improve and develop new models around personalization services and lifetime value predictions.
-
Learn about Ubisoft’s big data tracking and platforms to provide reporting and analysis around your research*.*
-
Gather data and collaborate with Ubisoft data stakeholders such as IT, CRM, Marketing Analytics, and Developers to ensure the feasibility of your solutions and their performance analysis.
-
Work on scaling and automating the solutions and models (ML Ops).
-
Create formalized knowledge-based documentation about the team solutions, tools and processes.
-
Support the team with new ideas and promote ML Ops solutions and best practices.
Qualifications
What you’ll bring
-
Background in math, computer science or engineering.
-
Proficient with Python, Spark and SQL.
-
Good understanding of machine learning models and common libraries.
-
Experience working with lakehouse data platform (Databricks, Snowflake…) and Cloud storage and compute solutions (Big Query, Azure, AWS)
-
Experience with collaborative development tools like GitLab and CI/CD practices
-
Familiar with ML Ops best practices and processes
-
Good communication skills.
-
Bilingual French/English.
Additional Information
Ubisoft is a global leader in gaming with teams across the world creating original and memorable gaming experiences, from Assassin’s Creed, Rainbow Six to Just Dance and more. We believe diverse perspectives help both players and teams thrive. If you’re passionate about innovation and pushing entertainment boundaries, join our journey and help us create the unknown!
We embrace a hybrid work model helping you stay connected with your team and aligned with business priorities, while giving you the opportunity to maintain your work-life balance. Note, that some roles are fully office-based and are not eligible for hybrid work.
About Ubisoft Montréal
Nous créons l'inconnu depuis 1997. Chez Ubisoft Montréal, un but commun nous uni·es : enrichir la vie des joueuses et des joueurs grâce à des expériences de jeu originales et mémorables. Nous développons des franchises emblématiques qui fascinent des millions de personnes à travers le monde, incluant Assassin's Creed, Far Cry, For Honor, Rainbow Six, Watch Dogs - et, bon, on ne peut quand même pas dévoiler tous nos secrets.
Notre plus grande force est (et sera toujours) notre communauté d’employé·es : les talents audacieux qui soutiennent et produisent les jeux de qualité qui ont marqué l’histoire de notre studio.
Quand vous rejoignez Ubi MTL, vous découvrez un milieu de travail qui éveille la créativité et favorise les connexions : un environnement composé d'une variété de voix, d'identités, d'origines, d'expériences et de perspectives. Nous offrons un espace axé sur la collaboration et qui mise sur l'avancement professionnel, une foule d'opportunités d'apprentissage ainsi que d’importants avantages sociaux pour le bien-être.
Ici, notre désir de rêver gros, de prendre des risques et d’évoluer contribue à l'innovation et au dépassement des limites qui mènent finalement à notre succès collectif.