Sr. Data Scientist, Commercial Risk & Analytics
Capital One Financial-
Job Type
Full Time -
Experience
2-4 year -
Salary
$120,000 - $190,000 / Year -
Location
New York, NY, USA -
Job Function
-
Industry
Information Technology -
Qualification
Key Skills
AWS, D3.js, Java Programming, JavaScript, Python Programming, R Programming, R-Shiny, Scala Programming, SQL
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
Capital One's Commercial Bank contains an approximately $100B (exposure) loan portfolio that has grown by virtue of several acquisitions. It is a Commercial Portfolio of C&I, CRE, Construction, and various specialty lending. The Modeling Implementation team is part of the loss forecasting group within the Commercial Risk Management team and is responsible for model implementation, on-going operational model updates/optimization, development of simulation models, and cloud migration of loss forecast pipelines for Capital One Commercial portfolios.
Role Description
- In this role, you will:
- Work closely with the model development group to understand and meet business needs through the appropriate design and implementation of the model(s)
- Partner with the various lines of business to enhance modeling and analytical framework.
- Collaborate with the Model Development and the Reporting & Analysis to perform various impact estimation for new model implementations
- Use open source programming languages (e.g. R, Python or JavaScript) to build informative, “one-click” style web application for model execution
- Design rich data visualizations (Shiny, D3.js, etc) to communicate complex ideas to business leaders
- Identify opportunities to apply quantitative methods, machine learning or automation solutions to improve business performance and process efficiencies.
- Collaborate in a cross-disciplinary team to build cloud-based solutions grounded in data
The Ideal Candidate is:
- You’re comfortable with open-source languages and are passionate about developing further. You have hands-on experience developing data science solutions using open-source tools and cloud computing platforms.
- Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing. You know at the end of the day it’s about making the right decision for our customers.
- You continually research and evaluate emerging technologies. You stay current on published state-of-the-art methods, technologies, and applications and seek out opportunities to apply them.
- You thrive on bringing definition to big, undefined problems. You love asking questions and pushing hard to find answers. You’re not afraid to share a new idea.
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 1 year of experience with numerical simulations (e.g. Monte Carlo simulation)
- At least 3 years’ experience in Python, R or or other programming languages.
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
4-6 year
Senior Data Scientist, Experimentation & Personalization
Capital One FinancialCambridge, MA, USA; McLean, VA, USA; New York, NY, USA; San Francisco, CA, USA
4-6 year
Manager, Product Manager - Marketing Technology
Capital One FinancialMcLean, VA, USA; New York, NY, USA; Richmond, VA, USA; Wilmington, DE, USA
4-6 year
Principal Data Scientist - Applied Research
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