Game Analytics Expert
4 days ago
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 RequirementsWe're looking for a highly skilled Data Scientist to join our team and contribute to the following areas:
- Designing, implementing, and maintaining statistical learning models (notably AI/ML models), together with corresponding data pipelines, data analysis and performance monitoring tooling;
- Collaborating with other Data Scientists, Data/MLOps Engineers, Game Analysts, User Researchers, Games Lab Moderators, and Ubisoft tech providers to propose robust data science solutions to business requirements;
- Developing tools and models to personalize and improve the players' experience, supporting the game production data-based tooling needs;
- Obtaining a better understanding of our players' journey and in-game behavior;
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.
RequirementsWe're looking for someone with proven work experience in Data Science, with a wide range of machine learning algorithm types.
You should be proficient in Python, SQL, and have experience with various cloud services and large-scale distributed architectures.
A master's degree in Computer Science, Data Science, Machine Learning, or a similar field, or the equivalent work experience is required.
Experience working within the game development industry and interest or knowledge in games developed at Massive is beneficial.
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