Senior Associate, 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
Senior IC data scientist (recommendation systems & personalization)
Builds
Personalized customer experiences and recommendation engines for web/mobile apps
Domain
Financial services / Machine Learning / Recommendation Systems
Deliverable
production ML models
Required skills
Machine learning, Python, SQL, statistical modeling, data analytics, cloud computing
Preferred skills
AWS, Scala, R, Causal Inference, Transformer-based architectures, Reinforcement Learning
Technologies
Python, Conda, AWS, H2O, Spark, SQL
Responsibilities
Partner with cross-functional teams to deliver products; build ML models through design, training, evaluation, and implementation; analyze huge volumes of numeric and textual data; research and evaluate emerging technologies.
Seniority
Senior, hands-on IC