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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 a Lead Software Engineer - AI/ML - AI Agent Platform within Enterprise Technology, AI and Machine Learning & Data Platforms, you will lead the technical design and delivery of an SDK and platform capabilities for large-language-model-powered agents. You will build core components including agent orchestration, tool calling, retrieval-augmented generation pipelines, and model-serving integrations. Your daily work involves developing voice agents with speech-to-text and text-to-speech capabilities, document-extraction systems using OCR, and agentic memory for context management. You will drive the improvement of NL2SQL and RAG through evaluation datasets and benchmarks while ensuring safety via guardrails and content filtering. Required skills include advanced Python proficiency, experience with LLM-enabled production systems, prompt engineering, and infrastructure like Docker, Kubernetes, and cloud platforms to solve complex problems in building reliable, scalable agentic AI experiences.
Python
LLMs
RAG
Kubernetes
Docker
Terraform
Micro-VMs
CI/CD
Machine Learning
Vector Databases
Agentic Systems
Infrastructure as Code
Agile
Software Development Life Cycle
Data Observability
Graph RAG
Firecracker
Kata
gVisor