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Machine Learning Research Scientist

Company: Capital One
Location: Walnut Creek
Posted on: November 20, 2020

Job Description:

201 Third Street (61049), United States of America, San Francisco, California Machine Learning Research Scientist Do you love building and pioneering in the technology space? Do you enjoy solving complex business problems in a fast-paced, collaborative, inclusive, and iterative delivery environment? At Capital One, you’ll be part of a big group of makers, breakers, doers and disruptors, who love to solve real problems and meet real customer needs.

What You’ll Do:

In Capital One’s Center for Machine Learning, you’ll be using your knowledge to solve business problems across multiple important domains. Our Applied Research team develops novel applications of cutting-edge ML to create the future of financial services. You’ll be leading a team of researchers working in innovation areas that are critical for the future of the industry. These may include computer vision, representation learning, explainability, fairness, machine learning on graphs, Bayesian deep learning, AutoML, and any other topics that you feel are critical. Your work will result in both important impact in core business areas as well as in publications and open source projects.

You’ll be a good fit for this team if you prefer to push yourself outside your intellectual comfort zone, enjoy elevating your colleagues and excelling together, tend to bemoan business-as-usual projects/products, and take pride in sharing your knowledge with both technical and non-technical audiences. On this team you’ll get the opportunity to create things you are deeply proud of, find connections between disparate phenomena, keep up with the latest Machine Learning advances, and dig deeply into the math and the code behind them while using your expertise to develop ideas no one has tried before.

Basic Qualifications:

Bachelor’s Degree

At least 2 years experience applying statistical methods and Machine Learning algorithms

At least 2 years experience conducting Machine Learning research

Preferred Qualifications:

Master’s Degree or PhD in a quantitative discipline such as Machine Learning, Statistics, Applied Math, Physics, or related field

2+ years experience solving concrete business problems utilizing Machine Learning

3+ years of experience with Python, C++ or Scala

3+ years of experience with Tensorflow, Torch, PyMC3, or Stan

At this time, Capital One will not sponsor a new applicant for employment authorization for this position.

Keywords: Capital One, Walnut Creek , Machine Learning Research Scientist, Other , Walnut Creek, California

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