Senior Manager, Statistical Natural Language Processing
Location:
Vienna , Virginia
Posted:
February 08, 2017
Reference:
R16458
Towers Crescent (12066), United States of America, Vienna, Virginia

Senior Manager, Statistical Natural Language Processing

Capital One is seeking a Senior Manager, Statistical Natural Language Processing for an exciting new initiative to develop multichannel intelligent assistants that provide an outstanding experience for our customers. You will work closely with our lines of business to develop machine learning models for intention recognition, conversational response selection, problem diagnosis and resolution, affect recognition, and insight generation. You have a strong interest in dialogue and human-computer interaction. You have deep knowledge of corpus-based linguistics, question answering, relation extraction, sentiment analysis, probabilistic parsing, and/or semantic parsing. You use Weka, TensorFlow, Torch, and/or Theano and are an expert software engineer in one or more languages: Java, Scala, Python, or C/C++. You have significant experience delivering large-scale, complex systems.

Basic Qualifications:

  • Master’s degree.
  • At least 10 years of experience of progressive development experience in a large enterprise.
  • At least 5 years of experience in natural language processing.
  • At least 3 years of experience applying deep neural networks to natural language processing tasks.

  • At least 1 year of experience using Theano/Lasagne, TensorFlow, or Torch.

  • At least 5 years of experience in machine learning.
  • At least 5 years of experience with agile software development, REST, APIs, public cloud, and open source technologies.

Preferred Qualifications:

  • Ph.D. degree.
  • At least 3 years of experience with DevOps practices.
  • Publications in ACL, NAACL, COLING, NIPS, ICML, and/or AAAI.

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


A little about us:
Headquartered in McLean, Virginia, Capital One® offers a broad array of financial products and services to consumers.

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