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Rockstar Games

Data Scientist, Game Analytics

Department
Research
Job Type / Location
Leeds
Experience Required
2+ years
Posted On

WHAT WE DO

  • The Rockstar Analytics team provide actionable insights to a wide variety of stakeholders across the organization in support of their decision making.
  • We partner with multiple departments across the company to design and implement data and pipelines.
  • We collaborate as a global team to develop cutting-edge data pipelines, data products, data models, reports, analyses, and machine learning applications.
  • The Game Analytics vertical is heavily focused on understanding our players and using data to improve our games.

RESPONSIBILITIES

  • Design, develop, and deliver data analytics solutions to address critical business or game questions, leveraging machine learning and advanced analytical techniques as appropriate.
  • Assure Rockstar’s ongoing competitive advantage by providing high quality insights and in-depth analyses, aligned to strategic initiatives and design intentions.
  • Tell impactful stories with data through insightful, actionable reports and presentations.
  • Develop a deep understanding of gameplay flows, and leverage this to inform analysis of game data.
  • Identify and lead analytic value-add projects and experiments aligned to long-term strategic initiatives.
  • Conduct proactive in-depth analysis and predictive modeling to uncover hidden opportunities.
  • Partner with data analysts, data engineers, data scientists, data governance analysts, and stakeholders to better understand requirements, find bottlenecks, and implement resolutions.
  • Help mentor and develop the skillsets of the junior team members within your team or department.

REQUIREMENTS

  • 2+ years in a data science role required.
  • Proficiency in statistical theories such as probability, distributions, Bayesian statistics, causal inference.
  • Knowledge of machine learning techniques such as Clustering, Gradient Boosting, Neural Networks, Regression.
  • Excellent SQL skills and experience using Python for machine learning / statistical analysis.
  • Experience using large, complex datasets and building dashboards using a BI platform, ideally Tableau.
  • Excellent data storytelling and visualization skills, able to effectively communicate insights to a diverse range of stakeholders.
  • Strong problem-solving skills with the ability to reconcile technical and business perspectives.
  • Passion for video games and knowledge of the industry.

PLUSES

Please note that these are desirable skills and are not required to apply for the position.

  • Experience in writing production-stable code (preferably PySpark), pushing models and data pipelines to production, and iterating on models in production.
  • Experience with Databricks and MLFlow.
  • Graduate degree (MBA, MSc or Master’s, PHD), an asset.
  • Game industry experience, an asset.
  • Bachelor’s degree in Computer Science, Mathematics, or a related field, with a strong quantitative background.

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