Product Data Scientist

Job Summary

Bringing rigorous behavior analysis and predictive modeling to enhance family-oriented apps, the full-time Product Data Scientist will work remotely to develop personalized in-app experiences, build predictive models for user behavior, and collaborate with Finance on strategic modeling and forecasting.

Key responsibilities

• Develop models for personalized in-app experiences based on user behavior and engagement history
• Build churn, retention, and activation models to inform product strategy and user interventions
• Partner with Finance to create revenue forecasting models and assess the financial impact of monetization decisions

Required qualifications

• 5+ years of experience shipping predictive models in production, particularly in personalization and behavioral prediction
• Strong proficiency in Python and SQL, with hands-on experience in Databricks and AWS
• Demonstrated success with subscription metrics such as LTV, churn, and retention
• Solid understanding of experimentation and causal analysis methods
• Experience with production rigor in feature pipelines and model monitoring