Data Science Team Lead — ML at Scale

Information Technology Senior Management Forum; McLean (VA); On-site; USD 197,000 - 225,000; Full time

Job summary

Capital One is seeking a Manager, Data Science to lead data-driven initiatives across billions of customer records. You will partner with data scientists, software engineers, and product managers to deliver products customers love, using Python, AWS, Spark, and cutting-edge ML techniques to extract insights and drive strategic decisions.

You will build models from concept to production, translate complex results for non-technical audiences, and contribute to a data-driven culture at a Fortune

Qualifications

• Bachelor's degree in a quantitative field plus 6 years of data analytics experience.
• Master's degree in a quantitative field (or MBA with quantitative focus) plus 4 years of data analytics.
• PhD in a quantitative field plus 1 year of data analytics experience.
• 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.

Responsibilities

• Partner with a cross-functional team of data scientists, software engineers, and product managers to deliver a product customers love.
• Leverage a broad stack of technologies - Python, Conda, AWS, H2O, Spark, and more - to reveal the insights hidden within huge volumes of numeric and textual data.
• Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation.
• Flex your interpersonal skills to translate the complexity of your work into tangible business goals.

Skills

Python

Machine learning

Data analysis

Statistical modeling

Education

Bachelor's degree in a quantitative field + 6 years experience

Master's degree in a quantitative field or MBA with quantitative concentration + 4 years experience

PhD in a quantitative field + 1 year experience

Tools

AWS

Kubeflow

CI/CD pipelines

PyTorch

PySpark

DASK

Job description

Capital One is seeking a Manager, Data Science to lead data-driven initiatives across billions of customer records. You will partner with data scientists, software engineers, and product managers to deliver products customers love, using Python, AWS, Spark, and cutting-edge ML techniques to extract insights and drive strategic decisions.

You will build models from concept to production, translate complex results for non-technical audiences, and contribute to a data-driven culture at a Fortune