Job Description
Responsibilities
- 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...
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