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About JPMorgan Chase
JPMorgan Chase & Co. is a global financial services firm and one of the largest banks in the world, offering investment banking, commercial banking, asset management, and consumer financial services.
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As an Applied ML and Generative AI Leader - Executive Director within the Corporate Technology team, you will provide hands-on leadership to design, build, and run production-grade machine learning and generative AI services for corporate functions. You will be responsible for establishing engineering standards, mentoring junior engineers through code reviews, and building MLOps capabilities including automated pipelines for deployment and monitoring. Your daily work involves developing LLM solutions, fine-tuning models for NLP tasks like summarization, and implementing RAG, Chain-of-Thoughts, and Tree-of-Thoughts strategies. You will utilize Python, TensorFlow, PyTorch, Scikit-learn, Docker, Kubernetes, and various cloud platforms to manage model lifecycles. The role requires translating complex technical capabilities into clear outcomes for non-technical stakeholders while ensuring all systems meet enterprise requirements for security, stability, and operational rigor across the corporate network.
LLM
NLP
Generative AI
Agentic AI
Python
Spark
Scala
Java
Machine Learning
Big Data
Search
Data Structures
Algorithms
Databases
Classification
Regression
Recommender Systems
Product Development Lifecycle
Generative AI
Agentic AI
Multi-agent Systems
Machine Learning
MLOps
LLMOps
Amazon Web Services
Amazon SageMaker
Amazon Bedrock
Distributed Computing
Model Serving
Software Engineering
Observability
Data Analysis