Manager, Data Science
Core
Lead data science initiatives to build predictive models and extract insights from billions of customer records to drive financial product innovation and customer experiences.
Role type
Manager, Data Science (hands-on IC with team leadership)
Builds
Production-grade machine learning models, analytics solutions, and data infrastructure for credit card products
Domain
Financial Services / Machine Learning / Big Data
Deliverable
production ML models
Required skills
Machine learning model development, statistical modeling, Python, cloud computing (AWS), relational databases, large-scale data analysis, MLOps, deep learning, distributed data processing
Preferred skills
PhD in STEM, MLOps practices (Kubeflow, CI/CD), Transformer-based deep learning (PyTorch), petabyte-scale feature engineering (DASK, PySpark)
Technologies
Python, AWS, H2O, Spark, Conda, PyTorch, Kubeflow, DASK, PySpark
Responsibilities
Partner with cross-functional teams to deliver customer-centric products, build ML models through full development lifecycle, translate technical complexity into business goals, design and maintain data solutions for smart decision-making
Seniority
Manager, hands-on IC with team leadership