Manager, Emerging ML & Data Science

Capital One; San Jose (CA); On-site; USD 215,000 - 246,000; Full time

Job summary

Capital One is seeking a Manager, Data Science - Emerging ML to drive end-to-end data science projects across billions of records. You will lead model development from design through production alongside product and engineering teams, building customer-centric solutions using Spark, Python and AWS.

The role emphasizes research in self-supervised learning and foundation models, with collaboration across the Emerging ML team within Applied Research to connect new technologies with business use

Qualifications

• 1+ year of experience with open source programming languages for large scale data analysis
• 1+ year of experience working with machine learning
• 1+ year of experience utilizing relational databases

Responsibilities

• Build machine learning models through all phases of development and partner with engineering teams to operationalize them in production systems serving millions of customers
• Collaborate with business and product teams to run experiments guiding improvements to customer experiences and outcomes
• Write code (Python, Scala, e.g.) to collect, explore, visualize and analyze large-scale data using Spark and AWS

Skills

Data science

Python

Scala

R

Machine learning

Statistical modeling

Communication

Education

PhD in STEM

Tools

Spark

AWS

SQL

Job description

Capital One is seeking a Manager, Data Science - Emerging ML to drive end-to-end data science projects across billions of records. You will lead model development from design through production alongside product and engineering teams, building customer-centric solutions using Spark, Python and AWS.

The role emphasizes research in self-supervised learning and foundation models, with collaboration across the Emerging ML team within Applied Research to connect new technologies with business use