Manager, Data Scientist - Card Intelligence Model Risk Management
Core
Lead model risk management systemization, define development methodology standards, and collaborate on component validation for credit card intelligence models.
Role type
Manager, Data Scientist (Model Risk Management)
Builds
Model development first-line procedures, validation standards, and change management processes for data platforms and models.
Domain
Financial services / Credit card intelligence / Model Risk Management
Deliverable
production ML models | infrastructure
Required skills
Model validation, statistical modeling, machine learning lifecycle management, relational database design, Python, SQL, AWS, Spark, H2O, Conda, deep learning, clustering, classification, sentiment analysis, time series analysis, ROC curve interpretation, confusion matrix analysis, backtesting, stakeholder collaboration, team leadership, talent development.
Preferred skills
PhD in STEM, leading model governance, end-to-end model development, large-scale data analysis, Python/Scala/R, SQL.
Technologies
Python, Conda, AWS, H2O, Spark, SQL, Scala, R
Responsibilities
Partner with cross-functional teams to deliver data science solutions, build ML models through design to implementation, define model development methodology standards, collaborate with Model Risk Office on validation, develop change management procedures, lead talent development.
Seniority
Manager, hands-on IC with leadership responsibilities
