Senior Associate, Data Scientist - Credit Line Increase Program
Core
Building machine learning models to determine optimal credit line increases for high-value customers through proactive, reactive, and interactive strategies.
Role type
Senior Associate Data Scientist (Credit Risk/Upmarket)
Builds
Production ML models for credit line valuations and business decisioning
Domain
Financial Services / Credit Risk
Deliverable
production ML models
Required skills
Machine learning model development, statistical modeling, Python, SQL, data retrieval and analysis, model validation and backtesting
Preferred skills
AWS, Scala, R, deep learning, clustering, classification, sentiment analysis, time series
Technologies
Python, Conda, AWS, H2O, Spark, SQL
Responsibilities
Partner with cross-functional teams to deliver data-driven products, build ML models through full lifecycle (design, training, evaluation, implementation), leverage big data tools to analyze numeric and textual data
Seniority
Senior, hands-on IC