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Location
In office (Bengaluru)
Seniority
Staff · 8+ years exp
Visa
Sponsors visas in United States, Ireland; no register of this country names it

Confirmed on the employer's own hiring board on Nov 9, 2026. First seen by Alion on Nov 3, 2026. JPMorganChase scores A on the Alion truth index.

Overview
Company
Impact
Profile match
JPMorganChase is the largest bank in the United States by assets and one of the most systemically important financial institutions in the world, with a lineage running back through more than a thousand predecessor firms to the 1799 founding of the Bank of the Manhattan Company. It combines a dominant investment bank and markets business with Chase, the largest retail banking franchise in America, plus commercial banking and asset and wealth management. Headquartered in New York, the group is unusual among banks for the scale of its technology spending, running one of the largest engineering organisations of any financial institution and deploying its own internal AI platform across the firm.

Join us to advance your software engineering career while building impactful technology solutions. Grow your skills and make a difference with a collaborative team.

We’re seeking a Lead Software Engineer (AI/ML) to build and operate scalable, low-latency autonomous agent systems in production. You’ll lead the design and delivery of agentic platforms that reliably serve 100K+ customers, combining strong software engineering fundamentals with deep hands-on expertise in foundation models and LLM-powered architectures.

Job responsibilities

  • Architect and ship autonomous agent systems that are scalable, resilient, and production-grade (latency, reliability, security, and uptime).
  • Design agentic architectures (planner/executor patterns, multi-agent orchestration, tool use, retrieval, and workflow execution).
  • Build robust tool interfaces and tool ecosystems (APIs, function calling patterns, permissions, and safe execution).
  • Engineer context, memory, and state management strategies (short/long-term memory, summarization, retrieval, grounding, and caching).
  • Own model evaluation and quality measurement (offline/online evals, regression testing, and failure-mode analysis).
  • Implement end-to-end observability for LLM systems (tracing, metrics, logging, prompt/tool telemetry, incident response).
  • Drive cost and performance optimization across models and infrastructure (throughput, batching, caching, routing, quantization, and inference efficiency).
  • Mentor engineers and set engineering standards for production AI systems (code quality, design reviews, and operational excellence).

Required qualifications, capabilities and skills

  • 8+ years of software engineering experience, including leading design and delivery of large-scale production systems.
  • Demonstrated experience building and operating LLM/agentic systems in production with strict latency and reliability requirements.
  • Strong understanding of foundation models, LLM behavior, prompting strategies, and tool-augmented generation patterns.
  • Strong understanding of Knowledge graph (Neo4J preferred), Open Knowledge formats (OKFs)
  • Proven expertise in context and memory engineering, model evaluation methodologies, and quality measurement.
  • Experience implementing observability for distributed systems and AI applications (tracing/metrics/logs, dashboards, alerting, on-call readiness).
  • Strong programming skills in one or more of: Python, Java, Go, or TypeScript; plus strong API and distributed-systems fundamentals.
  • Familiarity with retrieval systems, vector databases, and hybrid search patterns.

Preferred qualifications, capabilities and skills

  • Agentic AI architecture: planner/executor patterns, multi-agent orchestration, tool-use design, retrieval workflows
  • LLM/foundation model expertise: prompting strategies, tool-augmented generation, model behavior understanding
  • Context & memory engineering: short/long-term memory, summarization, retrieval grounding, caching strategies
  • Knowledge graphs: Neo4J (preferred), Open Knowledge Formats (OKFs)
  • Retrieval systems: vector databases, hybrid search patterns
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