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Software and Data Engineer - Software Engineer III- Agentic Pricing

JPMorgan Chase
Jersey City, USA
Full-time
Mid · 3+ years experience
Onsite
Discovered 3 weeks ago

Full Job Posting

  • Design and ship production agents on NEO across the federated portfolio, owning them from prototype through production.
  • Build retrieval that holds up in production: Graph RAG combining knowledge-graph traversal with vector search, plus chunking, ranking, and grounding strategies that keep answers accurate and auditable.
  • Design agent memory: episodic and semantic memory organized as memory nodes, with recall, summarization, and decay policies tuned per use case.
  • Own organizational context management — assembling entitlement-, lineage-, and tenant-aware context so each agent reasons over only what it’s allowed to see.
  • Compose multi-agent workflows using A2A, and integrate tools and data through MCP servers (Bitbucket, Confluence, Databricks, Kubernetes, Snowflake, Splunk).
  • Build and run evals: task-level and end-to-end agent evaluations, regression suites, LLM-as-judge, and quality/safety gating before release.
  • Deploy and operate solutions on public cloud (AWS and, or Azure) with strong SDLC, security, resiliency, and observability practices.
  • Partner with product and business partners across CIB and Payments to turn use cases into shipped, supported agents.
  • Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture
  • Formal training or certification on software engineering concepts and 3+ years applied experience with working on AI/ML solutions.
  • Hands-on practical experience delivering system design, application development, testing, and operational stability
  • Advanced in one or more programming language(s) - Strong programming skills in Python, with deep knowledge of data structures, algorithms, machine learning, data mining, information retrieval, and statistics.
  • Hands-on experience building LLM-powered or agentic applications in production, including tracing, evaluations, and guardrails.
  • Deep proficiency with Kubernetes and Amazon EKS, micro-VM isolation (e.g., Firecracker, Kata Containers, gVisor), and sidecar architectures, with proven experience designing defense in depth across the stack: network and mTLS, workload identity, fine-grained authorization, runtime isolation for untrusted or adversarial workloads, and application-level guardrails
  • Practical RAG experience — retrieval quality, embeddings, and vector stores; Expert knowledge of at least one of: AWS, Azure, Kubernetes. Knowledge of data management and data model design; real-time processing using both SQL (e.g., Postgres) and NoSQL stores (e.g., OpenSearch, Redis).
  • Excellent communication skills with the ability to partner effectively with senior technical and business stakeholders.
  • Proficient in all aspects of the Software Development Life Cycle
  • Advanced understanding of agile methodologies such as CI/CD, Application Resiliency, and Security

In-depth knowledge of the financial services industry and their IT systems

Preferred qualifications, capabilities, and skills

  • MS in Computer Science, Statistics, Mathematics, Machine Learning, or related field (or equivalent experience).
  • Experience with agent frameworks or runtimes, A2A, or MCP. Agent memory design (memory nodes, episodic/semantic memory) and organizational context management.
  • Knowledge graphs and graph databases used for retrieval. Graph RAG a strong plus.
  • Understanding of LLM fine-tuning and small language model inference.
  • Ability to develop full-stack products using modern JavaScript/TypeScript frameworks (e.g., Next.js, Svelte) for agent UIs (AG-UI, NEO UI SDK).
  • Experience working in the financial or payments domain at a large institution (Investment Banking, Markets, Securities Services, or adjacent).
  • Knowledge of high-performance languages such as Go or Rust

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