Senior Product Data Scientist, Media Services

What you'll do

• Drive data science strategy for product, business, and creative teams across Apple Media Services.
• Translate complex findings regarding user discovery and engagement into actionable recommendations for stakeholders.
• Architect and scale experimentation frameworks to increase testing velocity through A/B tests and observational studies.
• Apply advanced ML causal inference techniques like synthetic control and counterfactual modeling to measure product impact.
• Develop ML models for customer scoring, segmentation, and lifetime value estimation to drive growth.
• Leverage LLMs and GenAI tools to solve content and customer experience challenges at scale.
• Define and prioritize the roadmap for data infrastructure and tooling requirements.
• Set technical direction and mentor other data scientists to foster a culture of technical rigor.

What we're looking for

• Bachelor's degree in Computer Science, Statistics, Mathematics, Engineering, or a related field.
• 7+ years of experience extracting insights from large datasets using Python and SQL.
• 7+ years of experience using statistical methods for classification, segmentation, forecasting, and customer lifetime value.
• Demonstrated experience architecting and scaling experimentation platforms including hypothesis testing and metric tracking.
• Strong expertise in causal inference methods such as synthetic control, diff-in-diff, propensity score matching, and regression discontinuity.
• Proven track record of building and deploying ML models to drive business decisions and product outcomes.
• Ability to set technical direction and influence cross-functional roadmaps at a senior level.
• Strong communication skills to translate complex technical concepts for non-technical stakeholders.