Senior Data Scientist, Growth Marketing
Core
Primary quantitative partner to Growth Marketing leadership, turning transactional and behavioral datasets into engines for user acquisition, retention, and gross profit expansion.
Role type
Senior IC data scientist (growth marketing)
Builds
Predictive models for MTA, CLV, and CAC efficiency; automated executive dashboards
Domain
Growth marketing, performance media, adtech
Deliverable
production ML models
Required skills
Python, SQL, multi-touch attribution, customer lifetime value modeling, causal inference, A/B testing, geo-experiments, media mix modeling, statistical experimentation
Preferred skills
AWS SageMaker, Snowflake, dbt, Looker, TensorFlow, Pytorch, scikit-learn
Responsibilities
Design and deploy predictive models for MTA, CLV, and CAC; conduct cohort analyses and retention modeling; lead growth experimentation roadmap; partner with Finance to optimize unit economics; collaborate on event tracking and data pipelines
Seniority
Senior, hands-on IC
