Applied AI/ML Lead - Vice president
JPMorgan Chase9 hours ago
Bengaluru, IndiaStaff+
Responsibilities
- Implement and iterate on production search, chatbot, and agentic workflow features while writing and reviewing code.
- Build retrieval pipelines using hybrid search, re-ranking, chunking, and embedding strategies and integrate them into conversational AI systems.
- Implement agentic workflow components including tool use, orchestration, error recovery, and human-in-the-loop patterns.
- Troubleshoot latency, reliability, observability, and other systems issues in non-deterministic AI applications.
- Contribute to technical standards, design patterns, engineering best practices, design reviews, and code reviews.
- Collaborate with product and business stakeholders to understand requirements and deliver technical solutions.
Requirements
- At least 6 years of hands-on software engineering experience building production systems at scale, with exposure to search, conversational AI, or workflow automation.
- Proficiency in Python, API design, and microservices architecture.
- Working understanding of LLM capabilities and limitations, including prompt engineering, context management, and output parsing.
- Experience with retrieval systems, conversational AI, or agentic architectures such as tool calling, planning, or orchestration.
- Understanding of latency, throughput, cost efficiency, and graceful degradation concerns.
- Experience using AWS cloud services for production applications.
- Strong communication and collaboration skills across technical and non-technical audiences.
- Preferred: experience building evaluation and testing frameworks for LLM-powered applications.
- Preferred: familiarity with RAG patterns such as query decomposition, multi-index routing, and contextual compression.
- Preferred: exposure to parallel tool execution, stateful workflows, and cost/token management.
- Preferred: experience in regulated environments with model governance and explainability requirements.
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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.