Senior Manager, Deep Learning

Towers Crescent (12066), United States of America, Vienna, Virginia

At Capital One, we're building a leading information-based technology company. Still founder-led by Chairman and Chief Executive Officer Richard Fairbank, Capital One is on a mission to help our customers succeed by bringing ingenuity, simplicity, and humanity to banking. We measure our efforts by the success our customers enjoy and the advocacy they exhibit. We are succeeding because they are succeeding.

Guided by our shared values, we thrive in an environment where collaboration and openness are valued. We believe that innovation is powered by perspective and that teamwork and respect for each other lead to superior results. We elevate each other and obsess about doing the right thing. Our associates serve with humility and a deep respect for their responsibility in helping our customers achieve their goals and realize their dreams. Together, we are on a quest to change banking for good.

Senior Manager, Deep Learning

Capital One is seeking a Senior Manager, Deep Learning for an exciting new initiative to develop multichannel intelligent assistants that provide an outstanding experience for our customers. You will develop, train, evaluate, and apply deep neural network models for classification, clustering, prediction, insight generation, natural language understanding, natural language generation, and dialogue management in text- and speech-based intelligent assistants. You have significant experience with deep neural networks, convolutional neural networks, recurrent neural networks, LSTMs, and neural Turing machines. You are familiar with reinforcement learning, statistical relational learning, and decision tree induction. You are skilled at exploratory data analysis, experimental design, hypothesis testing, evaluation, and error analysis. You have experience with GPUs and CUDA. You have a strong interest in natural language processing, dialogue, and human-computer interaction. You are an expert software engineer in one or more languages: Python, Java, Scala, and/or C/C++. You have significant experience delivering large-scale, complex systems.

Basic Qualifications:

  • Master's degree.
  • At least 5 years of experience with deep neural networks.
  • At least 5 years of experience programming in Python, Java, or Scala.
  • At least 1 year of experience using Theano/Lasagne or TensorFlow.
  • At least 1 year of experience in natural language processing.
  • At least 3 years of experience with agile software development, public cloud, and open source technologies.

Preferred Qualifications:

  • Ph.D. degree.
  • At least 3 years of experience in natural language processing.
  • Publications in ICML, NIPS, Machine Learning, JMLR, KDD, UAI, ICLR, and/or NeSy.

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

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, race, color, age, national origin, religion, physical and mental disability, genetic information, marital status, sexual orientation, gender identity/assignment, citizenship, pregnancy or maternity, protected veteran status, or any other status prohibited by applicable national, federal, state or local law. Capital One promotes a drug-free workplace. Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; New York City's Fair Chance Act; Philadelphia's Fair Criminal Records Screening Act; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.

If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation, please contact Capital One Recruiting at 1-800-304-9102 or via email at


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