Chase ยท 2 months ago
Machine Learning Scientist - Time Series Reinforcement Learning - Senior Associate - Machine Learning Center of Excellence
277 Park Ave, New York, NY, 10172, US
Full-time
Onsite
Mid, Senior Level
$128K/yr - $195K/yrChase is committed to leveraging data and analytics to drive decision-making and improve productivity. As a Machine Learning Scientist Senior Associate, you will apply advanced machine learning techniques to complex tasks and collaborate with various teams to deploy solutions into production.
BankingFinancial Services
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 time-series analysis and modelling, constrained optimization and prediction for large systems, prescriptive analytics, and decision-making in dynamical systems
Collaborate with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production
Drive Firm wide initiatives by developing large-scale frameworks to accelerate the application of machine learning models across different areas of the business
Qualification
Required
PhD in a quantitative discipline, e.g. Econometrics, Finance/Accounting, Mathematics, Computer Science, Operations Research
Ability to conduct literature research in unfamiliar fields
Hands-on experience and solid understanding of machine learning and deep learning methods
Extensive experience with machine learning and deep learning toolkits (e.g.: TensorFlow, PyTorch, NumPy, Scikit-Learn, Pandas)
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 and solid written and spoken communication to effectively communicate technical concepts and results to both technical and business audiences
Scientific thinking with the ability to invent and to work both independently and in highly collaborative team environments
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
Preferred
Strong background in Mathematics and Statistics and familiarity with the financial services industries
Solid knowledge in financial reports analysis; understand relationships among items in Balance Sheet, Income Statement, and Cashflow statement
Ability to develop and debug production-quality code and solid experience in writing unit tests, integration tests, and regression tests
Published research in areas of Machine Learning/Deep Learning/Reinforcement Learning OR Finance/Accounting at a major conference or journal
Company
Chase
Chase provides broad range of financial services. It is a sub-organization of JP Morgan Chase.
Founded in 2000
10001+ employees
Funding
Current Stage
Late StageLeadership Team
Mike McDonnell
Managing Director, Head of Chase Travel Platform Product
Nicole Sanchez
Managing Director, Consumer Bank, GM and Product Executive, Growth Financial Products
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