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Principal Data Scientist

2 months ago

McLean, United States Capital One Full time

Center 3 (19075), United States of America, McLean, Virginia

Principal Data Scientist - The AI Training Team

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

Our organization is at the center of bringing our vision for AI at Capital One to life. The work of the AI Training Team touches every aspect of the machine learning life cycle, from working with data, building and benchmarking models, to deploying and maintaining production applications. We work with product, technology, and business leaders to apply the state of the art in AI to our business.

Role Description

In this role, you will:

  1. Partner with a cross-functional team of data scientists, software engineers, and product managers to deliver AI-powered products customers love

  2. Leverage a broad stack of technologies - Python, PyTorch, AWS, Hugging Face, LangChain, GitHub, and more - to reveal the insights hidden within huge volumes of numeric and textual data

  3. Flex your interpersonal skills to translate the complexity of your work into tangible business goals

The Ideal Candidate is:

  1. Innovative. 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.

  2. Technical. You're comfortable with open-source languages and are passionate about developing further. You have experience building large deep learning models - whether on language, images, events, or graphs.

  3. Statistically-minded. You've built models, benchmarked them, and deployed them. You know how to think probabilistically, design experiments, and to interpret automated metrics like Rouge or Bleu.

  4. A data guru. "Big data" doesn't faze you and you love data-centric methods. You have the skills to retrieve, combine, clean, filter, annotate, and analyze data from a variety of sources and structures. You know understanding the data is often the key to great data science.

Basic Qualifications:

  1. Currently has, or is in the process of obtaining a Bachelor's Degree plus 5 years of experience in data analytics, or currently has, or is in the process of obtaining a Master's Degree plus 3 years in data analytics, or currently has, or is in the process of obtaining PhD, with an expectation that required degree will be obtained on or before the scheduled start date

  2. At least 1 year of experience in open source programming languages for large scale data analysis

  3. At least 1 year of experience with machine learning

  4. At least 1 year of experience with relational databases

Preferred Qualifications:

  1. 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)

  2. At least 1 year of experience working with AWS

  3. At least 3 years' experience in Python, Scala, or R

  4. At least 3 years' experience with machine learning

  5. At least 3 years' experience with SQL

Capital One will consider sponsoring a new qualified applicant for employment authorization for this position.

Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Learn more at the Capital One Careers website. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level.

This role is expected to accept applications for a minimum of 5 business days. No agencies please. Capital One is an equal opportunity employer committed to diversity and inclusion in the workplace. All qualified applicants will receive consideration for employment without regard to sex (including pregnancy, childbirth or related medical conditions), race, color, age, national origin, religion, disability, genetic information, marital status, sexual orientation, gender identity, gender reassignment, citizenship, immigration status, protected veteran status, or any other basis prohibited under applicable federal, state or local law. Capital One promotes a drug-free workplace.

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