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Applied AI ML Lead (Multiple Positions Available)

Company

JPMorgan Chase

Location

Palo Alto, United States

Type

Full-time

Duties: Design, deploy, and manage prompt-based models on LLMs for various NLP tasks in the financial services domain. Conduct research on prompt engineering techniques to improve the performance of prompt-based models within the financial services field, exploring and utilizing LLM orchestration and agentic AI libraries. Collaborate with cross-functional teams to identify requirements and develop solutions to meet business needs within the organization. Build and maintain data pipelines and data processing workflows for prompt engineering on LLMs utilizing cloud services for scalability and efficiency. Develop and maintain tools and frameworks for prompt-based model training, evaluation, and optimization. Optimize prompt engineering pipelines for external entity extraction, improving accuracy and reducing manual validation efforts. Develop LLM-enhanced retrieval-augmented generation systems, integrating structured data such as tables and images into financial document processing workf...

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