Data Science Manager
SentiLinkSalary not specified
Full Time
Expert & Leadership (9+ years)
Manager, Data Scientist - Velocity Black (Remote-Eligible) at Capital One
McLean, Virginia, United States
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Services, FintechIndustries
Requirements
- Customer first mindset: Passionate about analyzing, creating, and prioritizing user needs, especially for agents and customers
- Creative: Thrives on defining big, undefined problems, asking questions, brainstorming technical methods and designs
- Leadership: Challenges conventional thinking, collaborates with stakeholders to improve status quo, passionate about talent development
- Technical expertise: Comfortable with all aspects of model development, including gathering input data from various sources and selecting appropriate methodologies
Responsibilities
- Lead the design, development, and maintenance of personalization and recommendation models
- Apply modern AI/ML methods (e.g., collaborative filtering, ensemble retrievers, embeddings, neural networks, LLM as a judge) to optimize member experiences
- Collaborate with product/business and engineering teams to integrate models into the platform, including model registration and ongoing measurement
- Develop evaluation frameworks to monitor performance, bias, and accuracy of recommendations
- Champion data-driven decision making across the team
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
Is this Data Scientist role remote-friendly?
Yes, the role is remote-eligible.
What salary or compensation does this position offer?
This information is not specified in the job description.
What key skills are required for the Manager, Data Scientist role?
The role requires leading design and development of personalization and recommendation models, applying modern AI/ML methods like collaborative filtering, ensemble retrievers, embeddings, neural networks, and LLM as a judge, and collaborating with product/business and engineering teams.
What is the team structure like for this position?
The team combines product managers, engineers, business analysts, and data scientists working together to build AI/ML solutions.
What makes a strong candidate for this Data Scientist Manager role?
A strong candidate is passionate about digital servicing, customer experience, and personalization, with expertise in building personalization and recommendation models using modern AI/ML techniques.
Capital One
Offers diverse financial products and services
About Capital One
Capital One provides a variety of financial services aimed at making banking accessible and easy for everyone. The company offers products such as credit cards, savings accounts, car loans, and business checking accounts, catering to both individual consumers and small businesses primarily in the United States. Capital One's approach includes user-friendly banking solutions with no fees or minimums for checking accounts, allowing customers to manage their finances more effectively. They generate revenue through interest on loans, credit card fees, and investment banking services. What sets Capital One apart from its competitors is its strong commitment to financial inclusion and literacy, demonstrated through community partnerships and educational initiatives, such as collaborations with Khan Academy. The company's goal is to create a more inclusive financial system and empower customers with the knowledge and tools they need to make informed financial decisions.
McLean, VirginiaHeadquarters
2014Year Founded
$15.9MTotal Funding
IPOCompany Stage
Fintech, Financial ServicesIndustries
10,001+Employees
Benefits
Medical, Dental, & Vision coverage
Onsite Health Centers
Prescription saving with network of local pharmacies
Stock Purchase Plan
Education Assistance
401(k)
Flexible Spending Accounts
Life and Disability insurance
Generous paid time off + corporate & floating holidays
Registered dieticians on site, cooking classes and free virtual fitness classes
Employee Assistance Program
Risks
Increased competition in subscription management tools may dilute Capital One's advantage.
Over-reliance on partnerships could expose Capital One to technological risks.
Departure of key personnel like Joe Rodriguez may affect risk management continuity.
Differentiation
Capital One offers user-friendly banking with no fees or minimums for checking accounts.
The company partners with Khan Academy to provide financial literacy education.
Capital One is the first major U.S. bank to offer subscription management tools.
Upsides
Capital One's mobile app is a model for secure, user-friendly digital banking.
Data sharing with Worldpay enhances payment security and fraud prevention.
Partnerships with fintechs like Minna Technologies improve customer experience.
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