Teams at PlayStation

Develop and deliver machine learning models (churn, propensity, CLV, recommendations) using large-scale behavioral and transactional data. Translate business problems into modeling approaches, partner with cross-functional stakeholders, communicate insights, and expand use of advanced methods (deep learning, sequence models) to drive player engagement and value.

Develop and deliver machine learning models (churn, propensity, CLV, recommendations) using large-scale behavioral and transactional data. Translate business problems into modelling solutions, collaborate with engineering, product, and commercial teams, communicate insights to stakeholders, and explore advanced methods (deep learning, sequence models) to drive player engagement and value.

Apply causal inference methods to measure incremental Customer Lifetime Value, design and analyze experiments and observational studies, quantify drivers of player value from large-scale data, and translate causal insights into actionable recommendations for stakeholders.