Lead Software Engineer- AI Agent Developer
JPMorgan Chase3 days ago
Bengaluru, IndiaStaff+
Responsibilities
- Architect and ship scalable, resilient, production-grade autonomous agent systems.
- Design planner/executor, multi-agent, tool-use, retrieval, and workflow architectures.
- Build tool interfaces and ecosystems, including APIs, function calling, permissions, and safe execution.
- Engineer context, memory, state management, summarization, retrieval, grounding, and caching strategies.
- Own model evaluation, quality measurement, regression testing, and failure-mode analysis.
- Implement observability for LLM systems, including tracing, metrics, logging, telemetry, dashboards, alerting, and incident response.
- Optimize model and infrastructure cost and performance through throughput improvements, batching, caching, routing, quantization, and inference efficiency.
- Mentor engineers and establish production AI engineering standards through code quality practices and design reviews.
Requirements
- 8+ years of software engineering experience, including leading the design and delivery of large-scale production systems.
- Production experience building and operating LLM or agentic systems with strict latency and reliability requirements.
- Strong understanding of foundation models, LLM behavior, prompting strategies, and tool-augmented generation.
- Strong understanding of knowledge graphs, with Neo4J preferred, and Open Knowledge Formats.
- Expertise in context and memory engineering, model evaluation methodologies, and quality measurement.
- Experience implementing observability for distributed systems and AI applications, including tracing, metrics, logs, dashboards, alerting, and on-call readiness.
- Strong programming skills in one or more of Python, Java, Go, or TypeScript, plus API and distributed-systems fundamentals.
- Familiarity with retrieval systems, vector databases, and hybrid search patterns.
- Preferred experience with agentic AI architecture, knowledge graphs, retrieval workflows, and LLM or foundation model expertise.
Tech Stack
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.