Principal Associate, Data Scientist - SBB Marketing & Deposit Strategy
Core
Build machine learning models and develop modeling solutions to drive customer engagement, improve retention, and elevate the customer experience for Small Business Bank products.
Role type
Principal Associate, Data Scientist (Marketing & Deposit Strategy)
Builds
Financial products, policies, and services for small business customers
Domain
Financial services / Small Business Banking
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, Python, SQL, AWS, Spark, deep learning, time series analysis, clustering, classification, sentiment analysis
Preferred skills
PhD in STEM, experience with Dask, transformer models, graphs, embeddings, sequence models
Technologies
Python, Conda, AWS, H2O, Spark, Dask
Responsibilities
Partner with cross-functional teams to deliver products; build ML models through design, training, evaluation, and implementation; retrieve and analyze data from diverse sources; conduct analyses to drive business goals.
Seniority
Principal, hands-on IC
