Description
As a Manager, Data Science at Capital One, you will lead the next wave of disruption using the latest computing and machine learning technologies across billions of customer records. You will partner with cross-functional teams to deliver AI-powered products that change how customers interact with their money.
Responsibilities:
- Partner with data scientists, software engineers, machine learning engineers, and product managers to deliver AI-powered products.
- Leverage technologies like Pytorch, AWS Ultraclusters, Hugging Face, LangChain, Lightning, VectorDBs to reveal insights in huge volumes of data.
- Be an expert in Natural Language Processing (NLP) to harness Large Language Models (LLMs) for customer-facing applications.
- Build machine learning and NLP models through all phases of development, from design to deployment.
- Translate complex work into tangible business goals.
The Ideal Candidate:
- Has experience taking models into production through model risk compliance processes.
- Is customer-focused and passionate about doing the right thing.
- Continuously researches and evaluates emerging technologies.
- Thrives on solving big, undefined problems and pushing to find answers.
- Challenges conventional thinking and works with stakeholders to identify and improve the status quo.
- Is technical, with hands-on experience with advanced ML and DL technologies, including language models.
- Can bring along a cross-functional team in breakthrough innovations.
Basic Qualifications:
- Currently has or is in the process of obtaining a Bachelor's, Master's, or PhD in a quantitative field.
- At least 1 year of experience leveraging open-source programming languages for large-scale data analysis.
- At least 1 year of experience working with machine learning.
- At least 1 year of experience utilizing relational databases.
Preferred Qualifications:
- PhD in a STEM field.
- At least 4 years of machine learning experience.
- At least 4 years of AI modeling experience.
- At least 4 years of experience in Python, Scala, or R.
- At least 4 years of experience with SQL.
- Experience working with AWS.
Salary Information:
- McLean, VA: $197,300 - $225,100
- New York, NY: $215,200 - $245,600
- Plano, TX: $179,400 - $204,700
Benefits:
- Comprehensive, competitive, and inclusive set of health, financial, and other benefits.