PlayStation is looking to evaluate the impact of PS4 to PS5 user migration initiatives, growth marketing strategies, and broader campaign performance through experimentation and measurement.
Requirements
- Solid understanding of A/B testing concepts and foundational causal inference methods.
- Proficiency in SQL for data extraction and transformation.
- Proficiency in Python.
- Broad and applied knowledge of statistical techniques and machine learning modeling methods.
- Knowledge of video games, gaming platforms, or player behavior (bonus)
- Experience with experimentation-focused role (2-4 years)
Responsibilities
- Design and analyze A/B tests and quasi-experiments to assess the impact of various initiatives and campaigns.
- Independently retrieve and analyze data from complex data systems using SQL and Python.
- Translate experimental results into actionable recommendations that influence decision-making.
- Contribute to the development and adoption of experimentation best practices and tools.
- Stay current on developments in experimentation and causal inference and bring innovative thinking to your work.
- Share insights and collaborate with fellow data scientists to elevate experimentation capabilities across the team.
Other
- Master's or PhD in Statistics, Economics, or Econometrics. Other degrees in quantitative disciplines may be considered.
- Ability to communicate data-driven insights to cross-functional stakeholders.
