Manager, Data Scientist - Recommendation & Personalization Systems
Core
Architecting and deploying cutting-edge personalized recommendation engines for Capital One's web and mobile applications using high-scale ML models and foundation research.
Role type
Manager, Data Scientist (Recommendation Systems)
Builds
Personalized customer experiences and recommendation engines for web and mobile apps
Domain
Financial services, Machine Learning, Recommendation Systems
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Python, SQL, Relational databases, Cloud computing, Data analytics
Preferred skills
Deep learning, Causal inference, Transformer architectures, Reinforcement learning, AWS, Scala, R
Technologies
Python, Conda, AWS, H2O, Spark, SQL
Responsibilities
Partner with cross-functional teams to deliver products, build ML models through design to implementation, leverage broad technology stacks for large-scale data analysis, challenge conventional thinking to improve status quo, mentor talent development
Seniority
Manager, hands-on IC with team leadership