Manager, Data Scientist - SBB Marketing & Deposit Strategy
Core
Build machine learning models and account-level lifetime value (NPV) models to forecast revenue and cost drivers for Small Business Bank's strategic decision-making.
Role type
Manager, Data Scientist (Marketing & Deposit Strategy)
Builds
Financial products, policies, and services for small business customers
Domain
Financial Services / Banking / Small Business Lending
Deliverable
production ML models
Required skills
Machine learning, Python, SQL, relational databases, large-scale data analysis, statistical modeling
Preferred skills
AWS, Spark, Dask, advanced statistical modeling
Technologies
Python, Conda, AWS, H2O, Spark, SQL
Responsibilities
Partner with cross-functional teams to deliver products; build ML models through design, training, evaluation, and implementation; develop NPV models for strategic forecasting; leverage big data from numeric and textual sources.
Seniority
Manager, hands-on IC
