Senior Manager, Data Science at Capital One

McLean, Virginia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Banking, Financial ServicesIndustries

Requirements

Currently has, or is in the process of obtaining, one of the following with expectation of degree completion by start date: Bachelor's Degree in a quantitative field (Statistics, Economics, Operations Research, Analytics, Mathematics, Computer Science, or related) plus 7 years of data analytics experience; Master's Degree in a quantitative field or MBA with quantitative concentration plus 5 years of data analytics experience; PhD in a quantitative field plus 2 years of data analytics experience
At least 2 years of experience leveraging open source programming languages (e.g., Python) for large scale data analysis
At least 2 years of experience in data analytics (implied from degree/experience combinations)
Deep passion for AI with prior professional experience applying AI/ML in finance
Statistically-minded with experience building, validating, and backtesting models; familiarity with confusion matrix, ROC curve, clustering, classification, sentiment analysis, time series, and deep learning
Innovative: continually researches and evaluates emerging technologies, stays current on state-of-the-art methods
Creative: thrives on defining big undefined problems, asks questions, shares new ideas
Leader: challenges conventional thinking, works with stakeholders to improve status quo, passionate about talent development

Responsibilities

Partner with cross-functional team of data scientists, software engineers, and product managers to deliver high impact AI-infused transformations to the Commercial Bank
Leverage technologies such as Python, AWS, Spark to reveal insights from huge volumes of numeric and textual data
Build machine learning and generative AI solutions through all phases: design, training, evaluation, validation, and implementation
Mine for real-time insights in large internal and external datasets to support crucial business decisions for Capital One and customers
Translate complexity of work into tangible business goals using interpersonal skills
Work end-to-end from concept to production, focused on experimentation, predictive modeling, and generative AI for Commercial Banking use cases

Skills

Key technologies and capabilities for this role

PythonAWSSparkMachine LearningGenerative AIPredictive ModelingStatistical Modeling

Questions & Answers

Common questions about this position

What is the employment type for this Senior Manager, Data Science role?

The position is full-time employment.

Is this Senior Manager, Data Science position remote or does it require office work?

This information is not specified in the job description.

What technical skills are required for the Senior Manager, Data Science role?

The role requires leveraging Python, AWS, Spark, machine learning, and generative AI, along with experience in predictive modeling, statistical modeling, clustering, classification, sentiment analysis, time series, and deep learning.

What is the team culture like for the Commercial Bank Data Science team?

The team is at the forefront of enabling Machine Learning and Generative AI in Commercial Banking, working end-to-end from concept to production with a heavy focus on experimentation, predictive modeling, and generative AI, partnering with cross-functional teams of data scientists, software engineers, and product managers.

What makes an ideal candidate for the Senior Manager, Data Science position?

The ideal candidate is innovative, continually researching emerging technologies; creative, thriving on solving big problems; a leader passionate about talent development and challenging conventional thinking; and statistically-minded with experience building and validating models, plus prior experience applying AI/ML in finance.

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

Senior Manager, Data Science at Capital One

Requirements

Responsibilities

Skills

Questions & Answers

Capital One

About Capital One

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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