Senior Data Scientist - Experimentation & Measurement
仕事内容
Lead the design, execution, and interpretation of A/B tests and quasi-experiments to evaluate the impact of PS4 to PS5 migration initiatives, growth marketing strategies, and campaign performance.
Partner with product, engineering, and marketing teams to embed experimentation into development and iteration cycles.
Serve as a thought leader on hypothesis development, metric selection, test structuring, and results communication.
Apply advanced causal inference methods to inform test design and prioritization when experiments aren’t feasible.
Help define and contribute to centralized experimentation frameworks, tools, and documentation to scale best practices across the company.
Independently extract, transform, and analyze data from complex systems using SQL, Python, and other analytics tools, and communicate findings clearly to influence business decisions.
Partner with product, engineering, and marketing teams to embed experimentation into development and iteration cycles.
Serve as a thought leader on hypothesis development, metric selection, test structuring, and results communication.
Apply advanced causal inference methods to inform test design and prioritization when experiments aren’t feasible.
Help define and contribute to centralized experimentation frameworks, tools, and documentation to scale best practices across the company.
Independently extract, transform, and analyze data from complex systems using SQL, Python, and other analytics tools, and communicate findings clearly to influence business decisions.
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