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Director, Deep Learning

Capital One


Location:
Vienna, VA
Date:
08/17/2017
2017-08-172017-09-16
Job Code:
capitalone2-R31978
Categories:
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Job Details

Company Capital One

Job Title: Director, Deep Learning

JobID: capitalone2-R31978

Location: Vienna, VA, 22180, USA

Description: 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.



Director, Deep Learning



Capital One is seeking a Director, Deep Learning for an exciting new initiative to develop multichannel intelligent assistants that provide an outstanding experience for our customers. You will lead the development of 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 3 years of experience with deep neural networks.

+ At least 5 years of experience programming in Python, Java, or Scala.

+ At least 2 years of experience using Theano/Lasagne or TensorFlow.

+ At least 5 years 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.



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.                                               


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