Senior Data Scientist, Growth
Core
Own how the company measures growth and decides where to invest in marketing to grow patient volume while improving LTV and CAC.
Role type
Senior Growth Data Scientist
Builds
Production models and automated decision systems for ad optimization and budget allocation
Domain
Healthcare marketing and growth
Deliverable
production ML models
Required skills
causal inference, Bayesian methods, regression, forecasting, experimental design, attribution modeling, MMM, SQL, Python, data engineering
Preferred skills
privacy-constrained measurement, value-based bidding, predicted-LTV signals, agentic data exploration, LLM-assisted analysis
Technologies
BigQuery, dbt, RudderStack, Freshpaint
Responsibilities
Set standards for measuring marketing impact using experiments, incrementality testing, attribution, and MMM; steer budget and channel mix toward better LTV/CAC; build production models and automated decision systems; identify growth levers beyond marketing and drive cross-functional changes
Seniority
Senior, hands-on IC
