Live Game Performance Analyst

4 days ago

Malmo, Skåne, Sweden Ubisoft Entertainment Full time

About Us

At Ubisoft, we believe that diverse backgrounds and perspectives are key to creating worlds where both players and teams can thrive and express themselves.

We're committed to crafting the finest gaming experiences for all players and continue to explore how advanced data processing solutions can contribute to this goal.

We're seeking a talented Data Scientist to join our Game Intelligence Department and contribute to the development of innovative data-driven solutions.

Job Description

We're looking for a Data Scientist to join our Game Intelligence Department and help us continue exploring how advanced data processing solutions can contribute to making better games within our world-class videogame studio focusing on the live game Tom Clancy's The Division 2.

As a Data Scientist, you'll be responsible for designing, implementing and maintaining statistical learning models (notably AI/ML models), together with corresponding data pipelines, data analysis and performance monitoring tooling.

You'll collaborate with other Data Scientists, Data/MLOps Engineers, Game Analysts, User Researchers, Games Lab Moderators and Ubisoft tech providers, understanding the needs and proposing robust data science solutions to business requirements in a complex technical environment.

Some of the areas you'll be focusing on are:

  • Supporting the game production data-based tooling needs;
  • Developing tools and models to personalize and improve the players experience;
  • Obtaining a better understanding of our players journey and in-game behavior;

Key Responsibilities

- Designing, implementing, optimizing, deploying and maintaining statistical learning models (notably AI/ML models), based on business needs.

- Defining, implementing and maintaining ETLs, that assemble large & complex datasets from heterogeneous data sources.

- Performing Exploratory Data Analysis on datasets, derive actionable insights for stakeholders and improve data quality for further processing.

- Building prototypes in controlled environments and data to perform quick iterations with stakeholders to improve, aiming for their productization.

- Contributing to defining and implementing best practices in terms of infrastructure, deployment pipelines, CI/CD tools, code quality, unit tests.

- Documenting processes, modeling steps, ETLs, reports, and tools, within the centralized dept documentation repository.

Qualifications

We're looking for someone with a proven track record in Data Science, who is proficient in Python, SQL and has experience with various cloud services and large-scale distributed architectures.

You should have a master's degree in Computer Science, Data Science, Machine Learning, or a similar field, or the equivalent work experience.

Experience working within the game development industry and interest or knowledge in games developed at Massive is beneficial.

Additional Information

Ubisoft is an equal opportunity employer that believes diverse backgrounds and perspectives are key to creating worlds where both players and teams can thrive and express themselves.

If you're excited about solving game-changing challenges, cutting-edge technologies and pushing the boundaries of entertainment, we invite you to join our journey and help us create the unknown.

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