Job Summary:
JPMorgan Chase is a leading global financial institution that invests heavily in innovation and technology. They are seeking a Machine Learning Scientist โ Natural Language Processing (NLP) - Senior Associate to develop and deploy machine learning solutions, particularly in Generative AI, while collaborating across various business units to drive transformational change.
Responsibilities:
โข Research and develop state-of-the-art machine learning models to solve real-world problems and apply them to tasks involving Generative AI (GenAI)
โข Act as a thought partner for JPMC leaders and help the business identify and implement new machine learning methods that deliver impact
โข Drive cross-functional collaboration with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy, and Business Management to deploy solutions into production
โข Lead firm-wide initiatives by developing large-scale frameworks to accelerate the application of machine learning models across different areas of the business
Qualifications:
Required:
โข PhD in a quantitative discipline, e.g., Computer Science, Electrical Engineering, Mathematics, Operations Research, Optimization, or Data Science, OR an MS with at least 2 years of industry or research experience in the field
โข Solid background in Generative AI (GenAI) and hands-on experience and solid understanding of machine learning and deep learning methods and toolkits (e.g., TensorFlow, PyTorch, NumPy, Scikit-Learn, Pandas)
โข Ability to design experiments and training frameworks, and to outline and evaluate intrinsic and extrinsic metrics for model performance aligned with business goals
โข Scientific thinking with the ability to invent and to work both independently and in highly collaborative team environments
โข Solid written and spoken communication to effectively communicate technical concepts and results to both technical and business audiences
Preferred:
โข Strong background in Mathematics and Statistics; Familiarity with the financial services industries and continuous integration models and unit test development
โข Knowledge in search/ranking or Meta Learning
โข Experience with A/B experimentation and data/metric-driven product development, cloud-native deployment in a large-scale distributed environment, and ability to develop and debug production-quality code
โข Published research in areas of Machine Learning or Deep Learning at a major conference or journal
Company:
With a history tracing its roots to 1799 in New York City, JPMorganChase is one of the world's oldest, largest, and best-known financial institutionsโcarrying forth the innovative spirit of our heritage firms in global operations across 100 markets. Founded in 2000, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.