Applied AI/ML Lead - Vice president (Bengaluru)

Applied AI/ML Lead - Vice president (Bengaluru)

15 Oct
|
JPMorganChase
|
Bengaluru

15 Oct

JPMorganChase

Bengaluru

Description

Shape how modern payments teams find information, serve clients, and automate work using advanced language-model solutions. Join a high-impact engineering team where you will build production services that combine search, conversation, and workflow automation at enterprise scale. Grow your career through exposure to modern cloud platforms, disciplined engineering practices, and meaningful collaboration with product and business partners.

Job Responsibilities

- Implement and iterate on production search, chatbot, and agentic workflow features, writing and reviewing code daily.
- Build retrieval pipelines (hybrid search, re-ranking, chunking, embedding strategies) and integrate them into conversational AI systems with dialogue management and backend services.
- Implement components of agentic workflows—tool use, orchestration, error recovery, and human-in-the-loop patterns—within established architectural frameworks.
- Troubleshoot and resolve systems issues related to latency, reliability, and observability in non-deterministic AI systems.
- Follow and contribute to team technical standards, design patterns, and best practices for GenAI-powered applications.
- Participate in design reviews and code reviews to maintain engineering quality.
- Collaborate with product and business stakeholders to understand requirements and deliver technical solutions.

Required Qualifications,



Capabilities, and Skills

- 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—prompt engineering, context management, output parsing—and practical use of models as components.
- Experience with at least one of: retrieval systems, conversational AI, or agentic architectures (tool calling, planning, orchestration).
- Awareness of systems-level concerns—latency, throughput, cost efficiency, and graceful degradation.
- Experience with AWS cloud services for production applications.
- Robust communication and collaboration skills across technical and non-technical audiences.

Preferred Qualifications, Capabilities, and Skills

- Experience building evaluation and testing frameworks for LLM-powered applications.
- Familiarity with RAG patterns (query decomposition, multi-index routing, contextual compression).
- Exposure to agent orchestration—parallel tool execution, stateful workflows, and cost/token management.
- Experience working in regulated environments with awareness of model governance and explainability requirements.

📌 Applied AI/ML Lead - Vice president (Bengaluru)
🏢 JPMorganChase
📍 Bengaluru

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