Data Scientist, Market Growth (Lifecycle)
Core
Developing and optimizing algorithmic models for marketing scenarios including user behavior prediction, profiling, ROI estimation, and traffic allocation strategies.
Role type
Senior IC data scientist (marketing growth)
Builds
Precision marketing models (CTR/CVR prediction, LTV forecasting, channel attribution) and data-driven user acquisition/retention strategies.
Domain
Cryptocurrency exchange / digital assets / blockchain
Deliverable
production ML models
Required skills
user behavior prediction, ROI estimation, traffic allocation, CTR/CVR prediction, LTV forecasting, channel attribution analysis, A/B testing, causal inference
Preferred skills
real-time behavioral data modeling, business objective alignment
Technologies
(none explicitly stated)
Responsibilities
Design and build precision marketing models; create data-driven strategies for user acquisition, retention, and repurchase; validate and improve performance through A/B testing and attribution analysis; collaborate with data, product, and operations teams for deployment.
Seniority
Senior, hands-on IC
