Position Summary:

We're building the next generation of enterprise AI infrastructure and need an engineer who can design, scale, and optimize retrieval systems and agent connectivity layers for enterprise AI solutions. As an AI Retrieval & Agent Platform Engineer, you will be responsible for enabling high-quality context retrieval, agent orchestration, and tool integration that power intelligent decision-making across the organization.

You will work closely with AI, data, platform, and graph engineering teams to build production-grade RAG architectures, vector search platforms, agent frameworks, and cloud-native services. The role requires strong expertise in retrieval engineering, contemporary GenAI architecture, cloud deployment, observability, and scalable backend development.
How You’ll Make an Impact (responsibilities of role)

Strategic

• Define and evolve the enterprise retrieval and agent-platform architecture to support scalable AI use cases.
• Drive adoption of hybrid retrieval approaches combining vector search, graph intelligence, metadata filtering, and re-ranking techniques.




• Partner with AI and data teams to establish best practices for embeddings, contextualization, observability, and retrieval quality measurement.
• Influence platform standards for security, performance, cost optimization, and cloud-native deployment patterns.
• Enable reusable tool ecosystems through MCP-based integrations, capability discovery, and agent orchestration frameworks.
Operational

• Build and operate RAG pipelines that integrate structured and unstructured enterprise knowledge sources.
• Design, deploy, and optimize vector databases including Pinecone, Weaviate, Qdrant, or cloud-native alternatives.
• Implement chunking, metadata enrichment, embedding management, retrieval guardrails, and re-ranking strategies.
• Develop MCP-based tools and connectors for enterprise systems including Snowflake, MongoDB, SharePoint, ERP platforms, and other business applications.
• Integr

📌 AI Retrieval (Bengaluru)
🏢 Siemens
📍 Bengaluru