Description
As a Manager, Data Science - Emerging ML at Capital One, you will lead the next wave of disruption using the latest computing and machine learning technologies across billions of customer records.
Team Description The Emerging ML team focuses on research and development of new AI technologies, particularly in Embeddings and Foundation Models, partnering with product and engineering teams.
Key Responsibilities
- Conduct research into self-supervised learning, transformer models, and representation learning.
- Build customer behavioral models to identify trends and patterns.
- Refine integration patterns for encoder and decoder models.
- Develop machine learning models through all phases of development.
- Partner with business and product teams to guide improvements.
- Write software to collect, explore, visualize, and analyze data using tools like Spark and AWS.
Requirements
- Quantitative field degree (e.g., Statistics, Economics, Computer Science) with relevant experience.
- Experience with open-source programming languages, machine learning, and relational databases.
Ideal Candidate
- Curious and creative problem solver.
- Hands-on experience with data science solutions using open-source tools and cloud computing.
- Statistically-minded with model building and validation experience.
- Customer and product-oriented.
Salary Information
- McLean, VA: $197,300 - $225,100
- New York, NY: $215,200 - $245,600
- San Jose, CA: $215,200 - $245,600
Benefits Capital One offers comprehensive health, financial, and other benefits supporting total well-being.