About the role
Drive ML-driven Marketing/Growth/Product capabilities at Dave.
- •Dave is seeking a Lead Machine Learning Scientist to drive ML-driven Marketing/Growth/Product capabilities.
- •This role will focus on leveraging data and machine learning to enhance acquisition, engagement, retention, and monetization across Dave's product ecosystem.
- •Key Responsibilities Architect and lead machine learning solutions across teams, driving multi-person, cross-functional initiatives.
- •Define and execute the roadmap for applying ML to improve marketing efficiency and growth.
- •Lead development and deployment of core models including propensity, churn prevention, LTV, and cross-sell models.
- •Analyze large datasets, identify high-leverage data sources, and build business cases for new data acquisition.
- •Continuously evaluate and improve marketing spend efficiency through ML-driven insights and models.
- •Requirements Proven experience in architecting and leading ML solutions in a business context.
- •Strong expertise in developing and deploying production-grade ML models (propensity, LTV, churn, etc.).
- •Proficiency in analyzing complex datasets and identifying valuable data sources.
Tech stack
Pythonscikit-learnTensorFlowPyTorchSQLAWS
Match insights
Tech:Python, scikit-learn, TensorFlow, PyTorch, SQL
Level:Lead