Full Stack AI developer

Overview In this role you will design and implement AI-powered agents and multi-agent workflows within enterprise environments. You will build scalable backend services and REST APIs to support AI-driven workflows, and deploy AI/GenAI solutions on Google Cloud. You’ll work across Java backend development, Python AI/ML work, and MLOps to ensure reliable, scalable production systems. This position offers the chance to shape next-generation agent orchestration and context-aware AI pipelines in a production setting. ResponsibilitiesDesign and develop LLM-based agents capable of reasoning, planning, and task executionBuild and manage multi-agent orchestration workflowsEnable agents to interact with enterprise systems (APIs, databases, tools)Develop scalable backend applications using Java, Spring Boot, and MicroservicesBuild REST APIs to support AI-driven workflows and integrationsDevelop AI solutions using Vertex AI, Gemini, BigQuery, Cloud Run, and Pub/SubWork with Vertex AI Agent Builder and Google ADK for agent developmentImplement Retrieval-Augmented Generation (RAG) pipelinesBuild context-aware systems using vector search and embeddingsOptimize prompts and workflows for performance and costDeploy and monitor AI models and agents in productionImplement CI/CD pipelines, logging, and observabilityEnsure reliability, safety, and guardrails for AI systems Key requirements3–7 years of software development experienceStrong hands-on experience in Python2 years experience building and deploying real-world agents in a production environmentStrong hands-on experience in Java backend development (4 years exp)Hands-on experience in developing AI/ML or Generative AI projectsHands-on experience on Google ADKHands-on experience on MCP serversagent to agent communicationagent orchestrationJava (4+ years), Spring Boot, MicroservicesREST APIs and distributed systems designHands-on experience on Python, LLMs, GenAI, and agent-based systemsHands-on experience with GCP services (Vertex AI preferred)JavaSpring BootMicroservicesREST APIsPythonLLMs