Senior Data Scientist
Core
Build statistical and machine learning models, define and analyze product/operational metrics, and predict user/product performance to inform product development and measure causal impact.
Role type
Senior IC data scientist (statistics & optimization)
Builds
production ML models | product features | dashboards & analysis
Domain
Fintech / Financial infrastructure
Deliverable
production ML models
Required skills
statistical and machine learning methods, numerical optimization, integer programming, SQL, Python, forecasting
Technologies
Python, SQL
Responsibilities
Build statistical models and analyze product/operational metrics; Collaborate with product and business teams to identify questions and answer them with data; Conduct exploratory analysis on internal data to understand user behavior; Drive collection and refinement of data sources; Apply statistical and ML models on large datasets to measure results and identify causal impact; Predict future performance of users or products; Define, measure, and monitor key outcome metrics; Communicate complex concepts and analysis results through creative visualization.
Seniority
Senior, hands-on IC
