Manager, Data Science at Capital One

McLean, Virginia, United States

Capital One Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Services, BankingIndustries

Requirements

  • Proficiency in Python
  • Experience with KFP (Kubeflow Pipelines)
  • Knowledge of ML libraries
  • Experience with open-source tools and languages
  • Experience with cloud computing platforms
  • Hands-on experience developing and deploying data science solutions
  • Expertise in statistical modeling, including building, validating, and backtesting models
  • Ability to interpret confusion matrices and AUPRC
  • Knowledge of machine learning techniques: clustering, classification, sentiment analysis, time series, and deep learning
  • Innovative: Continuously researches and evaluates emerging technologies, staying current on state-of-the-art methods
  • Creative: Thrives on defining big, undefined problems, asking questions, and finding answers
  • Statistically-minded with experience in model evaluation

Responsibilities

  • Partner with a cross-functional team (data scientists, software engineers, and product managers) to deliver customer-facing decision products
  • Develop machine learning models through all phases: design, training, evaluation, validation, and implementation
  • Build connections with partners to understand fraud threats and devise a modeling roadmap that proxies fraud signals from data
  • Focus on keeping fraudsters out while ensuring a seamless account opening experience
  • Build machine learning models to support customer account opening, secure banking, and faster access to funds

Skills

Python
KFP
Machine Learning
Model Pipelining
Model Operations
Cloud Computing
Fraud Detection
Statistical Modeling
Data Science

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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