The Machine Learning Center of Excellence (MLCOE) is a group of specialized Machine Learning scientists who partner with businesses within JPMorgan Chase and their analytics teams. Through our collaborative approach, we build, deploy and share ML solutions using the latest innovations and methods in the field of Artificial Intelligence and Machine Learning.
Overview
The MLCOE applies cutting edge ML and AI methods to challenging problems across JPMorgan Chase. We actively collaborate with data analytics, engineering and product teams across all functions – from sales and trading to digital, operations, finance and risk – and every line of business from wholesale banking through to retail.
Our approach combines business knowledge with deep technical AI/ML expertise to build and deploy compatible, scalable solutions across the firm. The team has expertise in many Machine Learning areas including Natural Language Processing, Speech Recognition, Time Series and Reinforcement Learning.
Capabilities
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Time Series Analysis
Analyze a sequence of data points that occurred in succession over a period of time in order to predict future probabilities
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Reinforcement Learning
Training intelligent agents to take an optimal action in a particular environment to maximize reward
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Natural Language Processing (NLP)
Interpret and comprehend human language in text format
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Large Language Models
Deep neural networks trained on vast datasets, LLMs power complex tasks in summarization, Q&A, generative text, code and more
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Speech Recognition
Transcribe spoken language into a written format
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Graph Analytics
Represent the relationships between various entities in graph structures which are then leveraged for predictive tasks and business insights
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Large Scale Computing
Applies ML technologies to accelerate large scale and complex numerical models and computations
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Recommender Systems
Provide suggestions for items that are most relevant to an individual user
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Representation Learning
Automatically discover the representations needed for feature detection or classification from raw data
Leadership
Careers and Internships
Careers and Internships
Explore AI & ML Careers
Explore full-time opportunities on our AI and ML teams.
AI & Data Science Internship Opportunities
Our entrepreneurial team environments challenge you to push the limits of your expertise in the pursuit of impactful and commercial real-world applications while working with artificial intelligence, big data, machine learning, blockchain technology, robotics, and more. Internships are available throughout the year.
Focused Analytics Solutions Team (FAST)
Join the FAST team to build your career by executing analytics and prototyping solutions while building an in-depth understanding of different businesses across J.P. Morgan Chase. Learn more about our two FAST tracks here. (US only)