1172 - Senior Data Scientist

Responsibilities

• Develop, deploy and maintain predictive models for lifetime value (LTV), churn and retention across mobile apps and web/browser products
• Own the modeling roadmap for your area, from problem framing through production and ongoing monitoring
• Build cohort and LTV models that inform user acquisition budgets and payback decisions
• Build user segmentation and propensity models that support personalization and targeting
• Improve model accuracy over time through validation, backtesting and new data sources
• Design experiments and causal analyses that measure the true impact of product and marketing changes
• Identify early behavioral signals that predict conversion, churn and long-term value
• Apply LLMs and machine learning to classify unstructured text and behavioral signals into interest categories and product and brand intent
• Partner with data engineering to productionize models and keep their inputs reliable
• Build internal AI-powered analytics tools and data products

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