Intelligent System Architect

2 days ago


thane, India beBeeSystem Full time

Job Title: Intelligent System ArchitectWe are seeking a skilled Intelligent System Architect to design and develop cutting-edge multi-agent systems using state-of-the-art frameworks. The successful candidate will be responsible for building A2A orchestration and implementing MCP for context reuse and collaboration.Responsibilities:Design and implement multi-agent systems using LangChain, LangGraph, CrewAI, AutoGen or similar frameworks.Build secure data pipelines (ETL, embeddings, vector DB ingestion) and ensure governance, bias mitigation, and lineage.Fine-tune foundation models (LoRA, RLHF, DPO) and integrate retrieval-augmented generation (RAG) pipelines.Develop APIs and backend services (FastAPI/Flask/Node.js) and integrate with enterprise systems.Containerize, deploy, and monitor agents (Docker, Kubernetes, CI/CD pipelines) with observability and drift detection.Requirements:Strong in Python, PyTorch/TensorFlow, Hugging Face, and fine-tuning techniques (LoRA, RLHF).Hands-on with LangChain/LangGraph, MCP, A2A orchestration, and multi-agent architectures.Proficient in ETL pipelines, SQL/NoSQL, vector DBs (Pinecone, Weaviate, FAISS, Milvus).Backend expertise in FastAPI/Flask/Node.js, REST/GraphQL APIs, and microservices.DevOps/MLOps experience: Docker, Kubernetes, CI/CD (Jenkins/GitHub Actions), monitoring/observability.Preferred Qualifications:Cloud experience with AWS/GCP/Azure AI services and secure integration practices.Bonus: familiarity with enterprise HR/ATS systems (Workday, SAP, Paychex) and workflow automation.



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