5 hours

Director of Deep Learning

Vienna, VA
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  • Job Code
    capitalone2-R28535
Company Capital One

Job Title: Director of Deep Learning

JobID: capitalone2-R28535

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 of Deep Learning



Capital One is seeking a **Director of Deep Learning** to lead the development of deep learning components for our text- and speech-based intelligent assistants. You will develop, train, evaluate, apply, and deploy deep neural network models for natural language understanding, natural language generation, dialogue management, and insight generation. You have significant experience with deep learning, convolutional neural networks (CNNs/ConvNets), deep reinforcement learning, active learning, optimization algorithms, recurrent neural networks (RNNs), long short-term memories (LSTMs), sequence-to-sequence models, hierarchical recurrent encoder-decoders (HREDs), neural Turing machines (NTMs), Markov decision processes (MDPs), and/or partially observable Markov decision processes (POMDPs). You use Theano, TensorFlow, and/or Torch are an expert software engineer in Python or Java. You have experience with GPUs and CUDA. You have a strong interest in natural language processing, dialogue, and human-computer interaction. You have experience with agile software development.



Basic Qualifications:



+ Master’s degree

+ At least 5 years of experience with deep neural networks

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



Preferred Qualifications:



+ Ph.D. degree

+ 3+ years of experience in natural language processing

+ Publications in ICML, NIPS, Machine Learning, JMLR, KDD, UAI, and/or ICLR



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



Categories

  • Management

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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Director of Deep Learning

Capital One
Vienna, VA

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Capital One
Vienna, VA

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