Data Science Manager: ML, Strategy & Growth

Capital One Group; McLean (VA); On-site; USD 197,000 - 225,000; Full time

Job summary

Capital One is seeking a Manager, Data Scientist for the Small Business Bank (SBB) Marketing & Deposit Strategy. You will lead data science initiatives across billions of customer records, employing Python, AWS, Spark, and other tools to uncover insights and drive business decisions.

The ideal candidate combines strong technical prowess with the ability to translate complex analyses into strategic actions, partnering with product managers, engineers, and stakeholders to optimize financial

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 concentration) plus 4 years of data analytics.
• PhD in a quantitative field plus 1 year of data analytics.
• 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.
• Develop account-level lifetime value (NPV) models that forecast revenue and cost drivers to power strategic decision-making across SBB.

Skills

Open-source programming languages

Machine learning

Relational databases

Education

Bachelor's degree in a quantitative field

Master's degree in a quantitative field or MBA with quantitative concentration

PhD in a quantitative field

Tools

AWS

Python

Dask

Spark

SQL

Job description

Capital One is seeking a Manager, Data Scientist for the Small Business Bank (SBB) Marketing & Deposit Strategy. You will lead data science initiatives across billions of customer records, employing Python, AWS, Spark, and other tools to uncover insights and drive business decisions.

The ideal candidate combines strong technical prowess with the ability to translate complex analyses into strategic actions, partnering with product managers, engineers, and stakeholders to optimize financial