Senior Data Scientist - Experimentation & Measurement
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Experimentation): Leading the design and interpretation of A/B tests and quasi-experiments to evaluate the impact of user migration and marketing strategies with an accent on statistical rigor and causal inference expertise. Focus on advancing experimentation practices, applying advanced causal inference methods, and communicating actionable insights to drive business decisions.
Location: Hybrid in San Diego, CA
Salary: $178,900–$268,300 USD
Company
is a global leader in entertainment producing the PlayStation family of products and services.
What you will do
- Lead the design, execution, and interpretation of A/B tests and quasi-experiments for user migration and marketing initiatives.
- Partner with cross-functional teams (product, engineering, marketing) to integrate experimentation into development cycles.
- Serve as a thought leader on experimentation best practices, metric selection, and results communication.
- Apply advanced causal inference methods for test design and prioritization.
- Contribute to centralized experimentation frameworks, tools, and documentation.
- Independently extract, transform, and analyze complex data using SQL and Python.
Requirements
- Master’s or PhD in Statistics, Economics, Econometrics, or other quantitative discipline.
- 5+ years of experience in a data science experimentation-focused role (3+ with PhD).
- Deep expertise in A/B testing and causal inference, including quasi-experimental methods.
- Proficiency in SQL for data extraction and transformation.
- Proficiency in Python, including statistical and data science libraries.
- Broad and applied knowledge of statistical techniques and machine learning modeling methods.
- Proven ability to influence product and business decisions through clear, actionable insights.
- Experience contributing to or developing experimentation frameworks.
Nice to have
- Interest in or knowledge of video games, gaming platforms, or player behavior.
Culture & Benefits
- Hybrid working policy.
- Medical, dental, and vision insurance.
- Matching 401(k).
- Paid time off and wellness program.
- Employee discounts for Sony products.
- Eligible for a bonus package.
- Inclusive environment that empowers employees and embraces diversity.
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