Sr. Analyst, Product Analytics

Why Sony Interactive Entertainment

Sony Interactive Entertainment isnt just the Best Place to Play its also the Best Place to Work. Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation were part of a proud legacy of innovation and excellence. SIE is a dynamic technology company delivering cutting-edge hardware and network services to more than 100 million people and an entertainment leader home to some of the most beloved and recognizable intellectual properties (IP) in the world. Our role at SIE is to create and nurture the experiences under the PlayStation brand a name synonymous with entertainment excellence and creativity.

Sony Interactive Entertainment LLC seeks a Sr. Analyst Product Analytics in San Mateo CA to support the planning and rollout of large-scale testing strategies including segmentation global holdouts and longitudinal studies. Requires a Masters degree in Business Analytics or related field or equivalent and three (3) years of experience developing and deploying machine learning modeling for user segmentation behavior prediction and fraud detection using Random Forest Gradient Boosted Trees (XGBoost) Logistic Regression K-Means DBSCAN Latent Class Analysis and association rule mining; designing and analyzing experiments across A/B testing multivariate testing frequentist frameworks and Bayesian experimentation; designing multi-dimensional test structures and interpreting results across user segments; mitigating validity threats including SRM contamination and multi-exposure through stratified sampling and CUPED adjustment; performing causal impact measurement and competitor analysis using quasi-experimental methods including Synthetic Control Models and time-series techniques including Difference-in-Differences Interrupted Time Series Bayesian Structural Time Series models Seasonal-Trend Decomposition and Rolling Regression; building and maintaining dashboards using Tableau/DOMO to integrate ETL processes; troubleshooting technical configurations managing data pipelines validating metrics and supporting experimentation scalability; utilizing digital user behavior and monetization analytics including online customer journeys website conversions payment-related user interactions retention analysis churn modeling and marketing return on investment (ROI); applying data mining and behavioral segmentation techniques to uncover patterns that drive product marketing and revenue optimization decisions; and utilizing Python R SQL Adobe Analytics Customer Journey Analytics and cloud-based data platforms including Databricks Data Ocean Redshift AWS S3 MongoDB data catalog and Postgres to manage and analyze large-scale datasets. Telecommuting and/or working from home may be permissible pursuant to company policies. Sony is an EOE.

Salary range: $175013.00 $248900.00/year

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Equal Opportunity Statement:

Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity gender expression and gender reassignment) race (including colour nationality ethnic or national origin) religion or belief marital or civil partnership status disability age sexual orientation pregnancy maternity or parental status trade union membership or membership in any other legally protected category.

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Sony Interactive Entertainment is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.