Work directly with Battlefield game team/partners (internal clients) to understand their offerings/domain and create data science products and solutions to solve for their use cases.
Apply problem-driven, AI/ML approaches to improve player experience, engagement, retention, and monetization systems.
Develop plans to generalize products across the franchise with our engineering partners.
Establish rigorous experimental design standards (A/B testing, causal inference, system experimentation) to produce actionable insights.
Collaborate with engineering partners to productionize models within live environments and gameplay systems.
Design and enhance data pipelines that process petabyte-scale telemetry data using technologies such as AWS, S3, Kubernetes, GCP, Python, Apache Kafka, and Hive.
Develop algorithms and statistical models for forecasting, player state prediction, churn analysis, pro...