10 days old

JPMorgan Chase & Co.
New York, NY 10007
  • Job Code
    200006312

CIB Machine Learning Center of Excellence - Vice President, Machine Learning Scientist

Job Description

CIB Data & Analytics – Machine Learning Center of Excellence

 

Vice President, Machine Learning Scientist  

 

The Machine Learning Center of Excellence is a world-class machine learning team continually advancing state-of-the-art methods to solve a wide range of real-world financial problems using the company’s vast and unique datasets.

 

Our work spans across all of J.P. Morgan’s lines of business including Investment Banking, Asset Management and Consumer Banking, through every part of the organization from front office, operations, technology, finance and more.  With this unparalleled access to the firm, the role offers a unique opportunity to explore novel and complex challenges that could profoundly transform how the bank operates.

 

The successful candidate will apply sophisticated machine learning methods to a wide variety of complex tasks including natural language processing, speech analytics, time series, reinforcement learning and recommendation systems.  The candidate must excel in working in a highly collaborative environment together with the business, technologists and control partners to deploy solutions into production.  The candidate must also have a strong passion for machine learning and invest independent time towards learning, researching and experimenting with new innovations in the field.  The candidate must have solid expertise in Deep Learning with hands-on implementation experience and possess strong analytical thinking, a deep desire to learn and be highly motivated.


Responsibilities

  • Research and explore new machine learning methods through independent study, attending industry-leading conferences, experimentation and participating in our knowledge sharing community
  • Develop state-of-the art machine learning models to solve real-world problems and apply it to tasks such as NLP, speech recognition, time-series predictions or recommendation systems
  • Collaborate with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production
  • Lead your own project, from feasibility assessment and research through to model development

 

Minimum Qualifications

  • PhD in a quantitative discipline, e.g. Computer Science, Electrical Engineering, Mathematics, Operations Research, Optimization, or Data Science.  Or an MS with at least three years of industry or research experience in the field.
  • Hands-on experience and solid understanding of machine learning and deep learning methods
  • Solid background in time series analysis, speech recognition or NLP
  • Extensive experience with machine learning and deep learning toolkits  (e.g.: TensorFlow, PyTorch, NumPy, Scikit-Learn, Pandas)
  • Scientific thinking and the ability to invent
  • Ability to design experiments and training frameworks, and to outline and evaluate intrinsic and extrinsic metrics for model performance aligned with business goals
  • Experience with big data and scalable model training
  • Solid written and spoken communication to effectively communicate technical concepts and results to both technical and business audiences
  • Curious, hardworking and detail-oriented, and motivated by complex analytical problems
  • Ability to work both independently and in highly collaborative team environments 

Beneficial Skills

  • Strong background in Mathematics and Statistics
  • Knowledge in Reinforcement Learning or Meta Learning
  • Published research in areas of Machine Learning, Deep Learning or Reinforcement Learning at a major conference or journal
  • Ability to develop and debug production-quality code
  • Familiarity with continuous integration models and unit test development
  • Familiarity with the financial services industry

  

For more information check out our team page at http://www.jpmorgan.com/ml


 

 

Req #: 200006312
Location: New York, NY US
Job Category: Data & Analytics
Employment Type: Full Time
Potential Referral Amount: US Dollar (USD)


Keyword: consumer%20banking

Categories

Posted: 2020-03-26 Expires: 2020-05-03

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JPMorgan Chase & Co.
New York, NY 10007

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