The Data Science team partners with EA studios to build scalable AI/ML solutions that enhance player experience, game design, and live service performance....You will bring expertise in the area of AI, ML, and engineering....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, progression balancing, and economic system tuning.
• Communic...ualifications
• Graduate degree in Statistics, Mathematics, Computer Science or another quantitative field encouraged.
• 6+ years of professional experience manipulating data sets, building statistical models and productizing models along with experience applying Data Science methodologies to real-world problems.
• Expertise in the gaming space, understanding typical business models, game development practices and technology.
• Experience building applied models, systems or projects in the following areas: retention, economics/systems experiments, ad segmentation, ML/AI engineering and deployment technology.
• Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.
• Familiarity with at least one scripting language: Python or R.
• History of mentoring junior team members.
• Knowledgeable about data warehouse and non-relational data techniques to work with engineering partners.
• Experience using query languages and other analytic tools....For Canada, we offer a package of benefits including vacation (3 weeks per year to start), 10 days per year of sick time, paid top-up to EI/QPIP benefits up to 100% of base salary when you welcome a new child (12 weeks for maternity, and 4 weeks for parental/adoption leave), extended health/dental/vision coverage, life insurance, disability insurance, retirement plan to regular full-time employees.