Job Description

Responsibilities

Direct Responsibilities

1. 1) Lead technical delivery of AI agents and MVPs for cross-functional business units — IT ops, compliance, risk, business lines — within the group's established agentic framework
2. 2) Contribute to and extend the shared agentic framework: propose improvements, develop reusable components, document patterns for group-wide adoption
3. 3) Drive pure innovation work in parallel: prototype emerging approaches (LightRAG, TigerRAG, graph-based RAG, advanced MCP patterns) and evaluate their production potential
4. 4) Design agentic workflows using LangChain, LangGraph, and LangServe — multi-agent reasoning, tool-calling, stateful orchestration, API/microservice exposure
5. 5) Build production assistants on real infra datasets: incident investigation, RCA, change analysis, CMDB querying, run assistance, documentation search
6. 6) Implement and enforce guardrails: hallucination control, access control, secrets management, output validation, sensitive data handling
7. 7) Own end-to-end observability via LangSmith: prompt tracing,



tool call monitoring, evaluation datasets, performance alerting

Contributing Responsibilities

1. 1) Coordinate technically across Paris, Mumbai, and group entities — architecture reviews, cross-regional ceremonies, async collaboration
2. 2) Provide technical leadership and mentorship to the Mumbai engineering team
3. 3) Deploy and operate POC environments on cloud-native and containerized platforms (Docker, Kubernetes, Helm, GitOps, ArgoCD, GitLab CI/CD)
4. 4) Formalize architecture patterns and contribute to industrialization specs for build teams across the group

Technical & Behavioral Competencies

Technical Skills:

o LightRAG, TigerRAG, or graph-based retrieval experience

o Contribute to a live agentic framework used across a CAC 40-tier banking group

o MCP server design and connector architecture

o Go or TypeScript alongside Python

o CI/CD & GIT Ops (Expert)

o Observability

📌 Agentic AI (Bengaluru)
🏢 Bnp Paribas Bank
📍 Bengaluru