Senior Data Scientist - Experimentation & Measurement
Core
Designing and interpreting A/B tests and quasi-experiments to evaluate user migration initiatives, growth marketing strategies, and campaign performance for PlayStation.
Role type
Senior IC data scientist (experimentation & causal inference)
Builds
Experimentation frameworks, tools, and documentation for the PlayStation ecosystem
Domain
Gaming / Entertainment
Deliverable
production ML models | product features | dashboards & analysis
Required skills
A/B testing design, causal inference, quasi-experimental methods, SQL, Python, statistical modeling, hypothesis development, metric selection
Preferred skills
Master's or PhD in Statistics/Economics/Econometrics, knowledge of video games/player behavior
Technologies
SQL, Python
Responsibilities
Lead design and execution of A/B tests and quasi-experiments; Partner with cross-functional teams to embed experimentation; Define centralized experimentation frameworks; Extract and analyze data from complex systems; Communicate findings to drive business decisions
Seniority
Senior, hands-on IC
