Staff Data Scientist - Experimentation & Measurement
Core
Design, execute, and interpret A/B tests and quasi-experiments to evaluate the impact of key initiatives for PlayStation products and services.
Role type
Staff Data Scientist (Experimentation & Causal Inference)
Builds
Experimentation frameworks, tools, and documentation to scale best practices across the company.
Domain
Gaming / Entertainment / Consumer Technology
Deliverable
production ML models | dashboards & analysis
Required skills
A/B testing design, causal inference, quasi-experimental methods, SQL, Python, statistical techniques, hypothesis development, metric selection
Preferred skills
Machine learning modeling, video game industry knowledge
Technologies
SQL, Python
Responsibilities
Design and interpret A/B tests and quasi-experiments; Partner with cross-functional teams to embed experimentation cycles; Mentor other Data Scientists; Define centralized experimentation frameworks; Extract and analyze data from complex systems; Communicate findings to senior leadership
Seniority
Staff, hands-on IC with mentorship
