Principal Associate, Data Science - Card Data Strategy
Capital One Financial-
Job Type
Full Time -
Experience
2-4 year -
Salary
$120,000 - $190,000 / Year -
Location
McLean, VA, USA -
Job Function
-
Industry
Information Technology -
Qualification
Key Skills
Java Programming, Python Programming, SQL, DevOps, AWS, Big Data Technology, Scala Programming, Machine learning techniques, Data Analytics, R Programming, PySpark, SPARK Programming, Data pipelines, Mathematics, H2O
Job Description
Data is at the center of everything we do. As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-forward a few years, and this little innovation and our passion for data has skyrocketed us to a Fortune 200 company and a leader in the world of data-driven decision-making.
As a Data Scientist at Capital One, you’ll be part of a team that’s leading the next wave of disruption at a whole new scale, using the latest in computing and machine learning technologies and operating across billions of customer records to unlock the big opportunities that help everyday people save money, time and agony in their financial lives.
Team Description
This associate will be part of the Bureau Data Strategy team which delivers a great customer experience for users of bureau features, maintains bureau data subject matter expertise, and creates high value credit features for use in predictive modeling in underwriting.
Role Description
In this role, you will:
- 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
The Ideal Candidate is:
The role will require a hybrid skill set of strong software and data engineering skills, good machine learning techniques, strong data analysis, familiarity with modeling and credit usages, and the ability to become a credit bureau subject matter expert. The successful associate should:
- Be able to deeply understand, extract, and transform raw data into organized formats
- Analyze and develop insights from complex data
- Derive and develop complex feature sets from source data using Python, to be used for machine learning models (feature engineering).
- Productionize data and pipelines leveraging microservices and Big Data tools (such as PySpark) on AWS, with DevOps pipelines.
- Strong software engineering skills and capable of developing and deploying production level code packages.
Basic Qualifications
- Bachelor’s Degree plus 5 years of experience in data analytics, or Master’s Degree plus 3 years in data analytics, or PhD
- At least 1 year of experience in open source programming languages for large scale data analysis
- At least 1 year of experience with machine learning
- At least 1 year of experience with relational databases
Preferred Qualifications
- Master’s Degree in “STEM” field (Science, Technology, Engineering, or Mathematics) plus 3 years of experience in data analytics, or PhD in “STEM” field (Science, Technology, Engineering, or Mathematics)
- At least 1 year of experience working with AWS
- At least 3 years’ experience in Python, Scala, or R
- At least 3 years’ experience with machine learning
- At least 3 years’ experience with SQL
Company Info.
Capital One FinancialCapital One Financial Corporation is an American bank holding company specializing in credit cards, auto loans, banking, and savings accounts, headquartered in McLean, Virginia with operations primarily in the United States. It is on the list of largest banks in the United States and has developed a reputation for being a technology-focused bank.
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IndustryBanking
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No. of Employees51,985
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LocationCapital One Drive, McLean, Virginia, USA
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Website
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Jobs Posted
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Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
6-8 year
Director, Technical Program Manager - Enterprise Data
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
8-10 year
Senior Engineer - Generative AI Product Engineer
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
4-6 year
Lead Data Engineer
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; Richmond, VA, USA
6-8 year
Senior Full Stack Engineer, AI
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA,USA; San Francisco, CA, USA
6-8 year
Manager, Product Management - CORE
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Senior Manager, Data Science - Applied Research
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
2-4 year
Manager, Product Management: Concierge Travel - Velocity Black (Remote - Eligible)
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; United States
6-8 year
Senior Manager, Data Scientist - AI Foundations, Personalization
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
6-8 year
Senior Manager, Product Management - Card Core Platforms
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Senior Manager, Product Management, Associate Experience
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Plano, TX, USA; Richmond, VA, USA
6-8 year
Senior Manager, Technical Program Management - Artificial Intelligence (AI)
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Plano, TX, USA
6-8 year
Distinguished Engineer, Solutions Architect
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Philadelphia, PA, USA; Richmond, VA, USA
8-10 year
Business Manager - Anti-Money Laundering, Models and Advanced Data Insights
Capital One FinancialChicago, IL, USA; McLean, VA, USA; Plano, TX, USA; Richmond, VA, USA
6-8 year
Sr. Associate Marketing Automation Specialist | Retail Bank
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; Wilmington, DE, USA
4-6 year
Sr. Associate, Product Management, Card Intelligence
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
2-4 year
Sr. Associate, Product Management, Card Intelligence (Marketing & Acquisitions)
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
2-4 year
Manager, Data Science - Fraud, Deep Learning
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
6-8 year
Manager, Data Science - NLP
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
4-6 year
Compliance Transaction Tester – Retail Bank
Capital One FinancialMcLean, VA, USA; Melville, NY, USA; Richmond, VA, USA; Wilmington, DE, USA
4-6 year
Sr. Director, Technical Program Management - Card Servicing
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
10-12 year
Credit infrastructure Product Manager, Business Cards and Payments
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Current PhD, Applied Research Intern - Summer 2024
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
0-2 year
Data Engineer
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; Philadelphia, PA, USA; Richmond, VA, USA
4-6 year
Manager, Product Management, Audit
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Plano, TX, USA; Richmond, VA, USA
6-8 year
Data Science Senior Director
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; San Francisco, CA, USA
2-4 year
Data Science Senior Director - AI Foundations
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; San Francisco, CA, USA
8-10 year
Manager, Product Manager - Salesforce Marketing Cloud
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; Wilmington, DE, USA
4-6 year
Principal Associate - Data Scientist, Credit Infrastructure Imperative, Team Matrix
Capital One FinancialChicago, IL, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Director of Product - Data, Credit Infrastructure, and Machine Learning
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
6-8 year
Director of Product, Eno & AI Assistance
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; San Francisco, CA, USA
8-10 year
Principal Data Scientist - AI Foundations
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
6-8 year
Director, Technical Program Management - Enterprise Data
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; Richmond, VA, USA
8-10 year
Senior Director, Software Engineering - Risk Tech
Capital One FinancialBoston, MA, USA; McLean, VA, USA; Richmond, VA, USA
16-18 year
Senior Manager, Product Manager: Capital One Shopping (Remote - Eligible)
Capital One FinancialMcLean, VA, USA; New York, NY, USA; United States
8-10 year
Principal Data Scientist, Marketing Intelligence
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Senior Associate, Product Manager -- Prometheus Financial Core (PFC)
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA
2-4 year
Manager, Product Management
Capital One FinancialCambridge, MA, USA; Chicago, IL, USA; New York, NY, USA; Richmond, VA, USA
4-6 year
Product Manager, Enterprise Data
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA
4-6 year