Applied AI ML Director
JPMorgan Chase1 day ago
Bengaluru, IndiaStaff+
Responsibilities
- Define and own reference architectures for agentic AI, including LLM orchestration, tool use, retrieval, guardrails, evaluation harnesses, and observability.
- Build and operationalize agentic GenAI workflows with planning and execution patterns, tool calling, state management, retries, permissions, guardrails, and observability.
- Develop reusable AI/ML engineering assets, SDKs, templates, RAG components, evaluators, safety filters, memory stores, connectors, and deployment patterns.
- Lead hands-on software design, development, technical troubleshooting, and operational stability improvements.
- Lead evaluations with vendors, startups, and internal teams to assess architectural designs and technical applicability.
- Drive firmwide AI/ML standards, interoperability, adoption, reuse, and communities of practice across Software Engineering.
- Establish standards for human-in-the-loop validation, auditability, traceability, and secure handling of sensitive data.
Requirements
- Formal training or certification in Artificial Intelligence and Machine Learning concepts.
- 10+ years of applied experience.
- Strong Python engineering skills and experience with PyTorch or TensorFlow.
- Hands-on experience building agentic AI solutions and LLM orchestration, including prompt engineering, tool use, retrieval, evaluators, and guardrails.
- Expertise with AI/ML technologies and frameworks such as LangChain, LangGraph, Hugging Face, and RAG.
- Experience designing scalable and reliable systems, selecting technologies, defining system interactions, documenting designs, and conducting collaborative design reviews.
- Cloud deployment experience for AI/ML workloads using AWS or Azure, including reliability, scalability, and cost optimization.
- Experience leading adoption of agentic AI-enabled development practices and setting standards for validation, auditability, traceability, and data security.
- Ability to advise cross-functional teams, solve complex technology problems, and communicate effectively with senior leaders and executives.
- Preferred experience building agentic AI platforms and AI-driven customer experiences, plus practical cloud-native experience.
Categories
About JPMorgan Chase
JPMorgan Chase provides consumer and commercial banking, payments, credit card, wealth management, and corporate and investment banking services to individuals, businesses, institutions, and governments. The public company (NYSE: JPM) earns revenue from interest, fees, trading, and asset management across operations in more than 100 markets. Headquartered in New York City with roots dating to 1799, it serves retail customers and prominent corporate and government clients through brands including Chase and J.P. Morgan.