Sr. Director Of Machine Learning And Data Management

Capital One New York , NY 10007

Posted 7 months ago

7900 Westpark Drive (12131), United States of America, Tysons, 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.

Sr. Director of Machine Learning and Data Management

We are seeking a Sr. Director of Machine Learning and Data Management who will lead the team that defines the target architecture and owns the solutions roadmap for our Enterprise Machine Learning platform evolution, and overall shared data management solutions and services. In this role, you will influence enterprise-level priorities, provide architecture direction to our Engineering teams and our senior leader, as well as lead and develop a cutting-edge architecture solution for all of Capital One. You will communicate with Directors and Executives, mentor Technical Staff and partner with Innovative Technology Vendors.

The Job:

  • Steer our enterprise architecture strategic direction in partnership with senior leadership team

  • Build and maintain target architectures in alignment with business and technology objectives

  • Research and publish implementable architecture patterns and solutions by indulging in hands-on development and prototyping

  • Provide technical leadership to product development teams working on complex and intensive problems, basing their solution architectures on industry best practices and software techniques

  • Build excitement and passion for Capital One's architecture agenda through a variety of methods: internal/external blogs, demos, prototyping, conferences, meetups, university presentations, etc.

  • Cultivate relationships across the architecture industry to maintain market knowledge of industry, products and competitive landscape

Your interests:

  • You are passionate about finding refined architectural solutions for complex challenges

  • You yearn to be a part of cutting edge, high profile projects and are motivated by delivering world-class architectural solutions on an aggressive schedule

  • You love being associated with teams of highly talented architects, and helping others build their skills and achieve their career goals

  • You are not afraid to challenge the status quo

Basic Qualifications:

  • Bachelor's degree or Military experience

  • At least 7 years of Software Delivery experience

  • At least 5 years of experience in Software Architecture

  • At least 5 years of Machine Learning or Data Management experience

Preferred Qualifications:

  • Master's degree in Computer Science, or a related degree
  • 3+ years' operating in Agile software development
  • 2+ years of experience in a technology evangelism role
  • 2+ years of hands-on experience with Public Cloud (e.g. AWS, Azure, GCP, etc.)
  • Working knowledge of open source data and access management solutions

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

icon no score

See how you match
to the job

Find your dream job anywhere
with the LiveCareer app.
Mobile App Icon
Download the
LiveCareer app and find
your dream job anywhere
App Store Icon Google Play Icon

Boost your job search productivity with our
free Chrome Extension!

lc_apply_tool GET EXTENSION

Similar Jobs

Want to see jobs matched to your resume? Upload One Now! Remove
Senior Machine Learning Engineer Data Automation


Posted Yesterday

VIEW JOBS 10/22/2019 12:00:00 AM 2020-01-20T00:00 On the Data Automation team, we develop machine learning models and infrastructure to extract key information from all kinds of financial documents such as analyst recommendations, corporate/municipal bond offerings, earnings releases. Our team has built some of the world's most sophisticated neural networks that have beaten the performance of even the best analysts in the market – often demanding 99.9% precision. The models we build enable our clients to get accurate answers fast. The work we do is critical, as a single prediction error can have a market moving effect. As part of our team, you will lead the research on cutting-edge ML/NLP techniques and design efforts for the most efficient and practical application of those techniques to complex business problems. You will utilize our automated ML suite, equipped with annotation platforms, for collecting training data and hyper-tuning models, as well as deploy your application on our scalable ETL infrastructure. If the idea of applying technology and information retrieval techniques to solve complex data problems excites you, keep reading. In the upcoming year, you should expect to work on the following: * Replace our traditional Seq2Seq and BiLSTM annotation models with modern BERT/ELMO language models * Employ weakly supervised learning approaches for understanding structural associations embedded in various document layouts * Apply advanced NLP techniques for multi-entity disambiguation and reinforcement learning to replace heuristic-based decision tree You will also collaborate closely with financial domain experts to gain valuable insights and leverage their business expertise to increase accuracy in annotating training data. A right combination of cross-field ML techniques, deep understanding of the business problem and high quality training data is fundamental to our models beating the precision of most academic and industry standards and presents a challenging opportunity! If this sounds like a challenge you are up for, please apply below. We'll trust you to: * Learn cutting-edge research in advanced ML & NLP topics and devise an efficient application for projects * Direct ML strategy for the team and work closely with the ML platform team, ETL infrastructure team as well as guide truth-gathering efforts * Drive, design & develop projects as the principal point-of-contact, with the ability to determine suitable ML models, direct feature engineering processes and negotiate KPIs per business needs * Participate in technical conferences, publish papers and evaluate new technologies You'll need to have: * A strong statistical background in ML, NLP, deep learning models along with familiarity in probabilistic information retrieval and optimization methods * Professional experience of building and deploying ML apps to production * 2+ years of hands-on experience in Python/C/C++ development and knowledge of distributed, scalable architectures and CICD tooling * A solid understanding of data structures, algorithms and software design concepts * Strong communication skills and interest in learning financial product domains * BA, BS, MS, PhD in Computer Science, Data Science or related technology field We'd love to see: * Knowledge of advanced concepts such as weakly supervised learning, reinforcement learning and active learning * Familiarity with SQL and NoSQL data modeling and exploratory data visualization * Professional experience as a technology lead or architect * Authored research publications, participation in ML competitions, working demos/repos Bloomberg New York NY

Sr. Director Of Machine Learning And Data Management

Capital One