Senior Data Scientist, Growth
Core
Building lifetime value prediction models to optimize growth investment, channel performance, and customer acquisition quality across multiple markets.
Role type
Senior IC data scientist (growth & marketing)
Builds
Production ML models for customer lifetime value, acquisition quality, and retention
Domain
Fintech / Consumer B2C / D2C
Deliverable
production ML models
Required skills
Python, supervised learning, feature engineering, model evaluation, statistical analysis, large-scale data handling, business problem translation
Preferred skills
LTV modeling, cohort analysis, causal inference, MLOps, cross-functional collaboration
Technologies
Python
Responsibilities
Design and maintain LTV prediction models across countries and channels; analyze customer and transaction datasets to identify growth opportunities; partner with engineering to productionize models; create frameworks for evaluating growth spend and payback periods; communicate model insights to non-technical stakeholders.
Seniority
Senior, hands-on IC
