AI Retrieval & Agent Platform Engineer
IndiaFull-time3–10 yrsPosted 1 week ago
Mid-level DevOps and cloud role at Siemens. Needs 3+ years and a B.Tech, B.E. or B.Sc.
About the role
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.
What you'll do
- 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
What you need
- AWS
- CI/CD
- Terraform
- Docker
- Kubernetes
- Python
Good to have
- Prometheus
- Grafana
- Azure
- Machine learning
- REST APIs
- SQL