Senior Manager, Deep Learning

  • Company: Capital One
  • Location: Vienna, Virginia
  • Posted: December 23, 2016
  • Reference ID: R16453
Towers Crescent (12066), United States of America, Vienna, Virginia

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.

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