Description: Role Descriptions: AI/ML Architect with RAG and Azure

Job Requirements-

•Hands on experience in creating complex architecture diagram for Azure AI and Copilot Agent in Studio

•5+ relevant years of experience using Python.

•Python and experience with relevant libraries and frameworks (e.g., NumPy, pandas, Fast API).

•Ability to work efficiently within a rapid-paced, deadline-driven environment, prioritize tasks, manage time effectively, and communicate challenges or issues proactively

Key Responsibilities-

Define cloud-native GenAI/RAG reference architectures on Azure.

•Design and deliver AI solutions for IT and Business Services

•Lead pipelines for PDF/image OCR, layout-aware parsing, semantic chunking, and metadata enrichment.

•Implement vector + lexical hybrid search and semantic rerankers.

•Design prompt strategies, context assembly, and answer validation.

•Build secure, scalable deployments on AKS/Functions with CI/CD and observability.

•Enforce policy controls, content filtering, and auditability.

•Translate business goals into technical solution documents,



roadmaps and mentor engineers.

Topic of Evaluation / Skills-

Python concepts and Framework

Docker and Microservices

Azure OpenAI Service, AKS, Azure DevOps

FAISS/Milvus/Weaviate

LangChain, Semantic Kernel and prompt engineering frameworks

MS365 Copilot Studio

Azure AI Studio and third-party integrations (Cohere/Bedrock/Vertex)

GenAI/RAG reference architectures on Azure

Location - Chennai/Mumbai/Pune

Experience Required: 6+ years

Sample Questions -

- Explain how Application Insights/Azure Monitor can be used to observe LLM behaviors, drift, or latency .
- What are the key differences between fine‑tuning, prompt engineering, and grounding via vector search in Azure OpenAI? When would you use each?
- Compare FAISS, Milvus, and Azure Cognitive Search’s vector store. When would you choose one over the other?
- How do knowledge sources (SharePoint, Dataverse, URLs, files) behave differently inside Copilot Studio agents? What are their limitations?

📌 IND_Developer (Mumbai)
🏢 Artech Infosystems
📍 Mumbai