Overview
In this role, you will work in a quick-paced, agile workplace with a diverse team that has a true passion for technology, transformation, and outcomes. You will help build and operate the AWS-based platform services that power our multi-agent AI workflows for the enterprise, as part of the AI CoE
This is a senior, hands-on engineering role. You will implement and operate the core services of the AI/Agentic platform; building backend, orchestration, and shared services (RAG, memory, human-in-the-loop), deploying them as infrastructure-as-code, and hardening them for production. You will translate the architecture and standards set by the AI Platform Lead into reliable, scalable systems that other engineering and agent teams build on.
Here at Waters, we look to our team members to be versatile and enthusiastic about tackling new problems, display solid ownership, and remain focused on business outcomes
Responsibilities
Build, deploy, and operate AI/Agentic platform services in AWS and the orchestration systems that power multi-agent AI workflows, including agent lifecycle,



routing, and coordination
Package & deploy platform services via IaC onto Cloud Ops-managed foundations
Build and operate the shared platform capabilities that agent teams consume, RAG, memory, and human-in-the-loop services
Build & maintain CI/CD and LLMOps/AgentOps pipelines so AI services stay reliable and scalable in production; apply the CoE standards and contribute improvements back
Build and operate evaluation and quality tooling for AI services; golden datasets, LLM-as-judge and groundedness/hallucination checks, and prompt/agent regression
Own the reliability of shared platform services: monitoring, logging, and observability for model and agent performance and health; and responding to and resolving production issues
Apply the platform’s governance and security controls in the services you build, cost/spend guardrails, connector permission scope, and prompt-injection and agent-a

📌 Lead Engineer – Ai Platform Bengaluru
🏢 waters
📍 Bengaluru