Senior Manager, Data Science - Model Risk Office
Core
Partner with cross-functional teams to identify, quantify, and validate risks associated with deployed machine learning models and Generative AI, contributing to the model governance framework.
Role type
Senior Manager, Data Science (Model Risk Office)
Builds
Model governance frameworks and risk validation strategies for production ML models
Domain
Financial Services / Model Risk Management / Generative AI
Deliverable
production ML models
Required skills
Model validation, risk quantification, statistics, machine learning, relational databases, open-source programming, data analysis, deep learning, clustering, classification, time series
Preferred skills
People management, AWS, Python/Scala/R for large-scale analysis
Technologies
PyTorch, Hugging Face, LangChain, Vector Databases, LLMOps
Responsibilities
Identify and quantify model risks, build ML models to challenge champion models, validate models across business domains, present model risk impacts to executives
Seniority
Senior Manager, hands-on IC with leadership responsibilities