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Capital One

Issues credit cards and runs a consumer bank

Principal Data Scientist - AI for Data and Assessment

Applied Machine Learning +1Confirmed live in the last 24 hours
Full-timeIn-person

About the Job

Requirements

  • Currently has, or is in the process of obtaining, one of the specified degrees with the expectation that it will be obtained on or before the scheduled start date.
  • A Bachelor's degree in a quantitative field such as Statistics, Economics, Operations Research, Analytics, Mathematics, or Computer Science, or a related quantitative field, plus 5 years of experience performing data analytics.
  • A Master's degree in a quantitative field such as Statistics, Economics, Operations Research, Analytics, Mathematics, or Computer Science, or a related quantitative field, or an MBA with a quantitative concentration, plus 3 years of experience performing data analytics.
  • A PhD in a quantitative field such as Statistics, Economics, Operations Research, Analytics, Mathematics, or Computer Science, or a related quantitative field.
  • Hands-on experience developing data science solutions using open-source tools and cloud computing platforms.
  • Experience building, validating, and back-testing models, and interpreting confusion matrices or ROC curves.
  • Experience with clustering, classification, sentiment analysis, time series, and deep learning.
  • Ability to retrieve, combine, and analyze data from varied sources and structures.

Responsibilities

  • Partner with data scientists, software engineers, and product managers to deliver a product for customers.
  • Use technologies including Python, Conda, AWS, H2O, and Spark to uncover insights in large volumes of numeric and textual data.
  • Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation.
  • Translate complex work into tangible business goals.
  • Research and evaluate emerging technologies, stay current on published state-of-the-art methods, technologies, and applications, and identify opportunities to apply them.
  • Develop and deliver next-generation experiences powered by emerging machine learning technologies.

Desired Qualifications

  • A Master's degree in a STEM field plus 3 years of experience in data analytics, or a PhD in a STEM field.
  • At least 1 year of experience working with AWS.
  • At least 3 years of experience with Python and SQL.
  • At least 3 years of experience with deep learning frameworks.
  • At least 3 years of experience with natural language processing.

About the Company

Capital One

Issues credit cards and runs a consumer bank

Capital One runs a consumer and commercial bank that issues credit cards, takes deposits, and finances cars and businesses. Its Venture travel cards and Quicksilver cash-back cards let customers earn rewards on everyday spending, while its online banking tools manage payments and savings. Customers use checking and savings accounts through an app, branches, and cash machines, and commercial clients use treasury tools to manage company cash. The bank earns interest on loans and fees from banking and card transactions, with customer deposits helping fund its lending operations. Capital One was founded in 1994 and has its headquarters in McLean, Virginia.

Company size
10,001+
Company stage
IPO
Headquarters
McLean, VA
Founded
1994

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