Enterprise Architect

5 days ago

Pune, India Birlasoft Full time
Must have: Autogen Framework, CrewAI, WrenAi, SQL Agents, AG-Grid Flask / Django / Fast API development expertise with least 2-3 project delivered as a lead developer / implementation architect.

Must have : Core Python – Iterators, Generators , OOP concepts, Python Shell (REPL) and Object Relational Mapper, Data structure and Exception handling etc.

Must have : AI Search,Vector Database creation for relational databses and unstructured data

Must have : Azure app services expertise in terms of building and deploying AI apps using cloud services.

Must have: Deep expertise in AWS, Azure SQL, Azure Data Factory, Linked Services and Azure Synapse etc.

Must Have – Building & Defending Gen AI Proposals

Super Good Communication & Articulation Skills

- 10-12 years of overall technology experience in core application development + AI project architectural leadership of at least 3 years- 5+ year’s experience leading development of AI application using Python backend frameworks and multiple inferencing pipelines- Rapid PoC/Prototyping skills and expertise in building and demonstrating application blueprints without need a developer’s assistance.- Deep, hands-on and architectural proficiency in Python,Ag-Grid and ReactJS- Hands-on expertise of SharePoint indexes and data/file structures (Azure SQL)- Good knowledge of Azure Form Recognizer for OCR of complex images, forms and other data- Handson with implementing TaskWeaver, Autogen, Agentic Flows, Retrieval Augmented Generation (RAG), Agentic AI and RLHF (Reinforcement Learning from Human Feedback)- Designing and implementing vector databases on Azure cloud using Ai Search and Cosmos DB vCore- Sound project implementation level knowledge of Pinecone,FAISS,Weaviate or ChromaDB- Deep expertise in Prompt Engineering using DsPy tools etc.- Knowledge of NLP techniques like transformer networks, embeddings, intent recognition etc.- Hands-on skills on Embedding and finetuning Azure OpenAI using MLOPS/LLMOPS pipelines.- Strong communication, architectural sketching, and collaboration skills

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