Senior Software Architect – AI

1 week ago

tiruchirappalli, India beBeeArtificialIntelligence Full time

Our Core Intelligence LayerWe are seeking a talented Backend Engineer with strong AI/ML expertise to own our core intelligence layer. You will be responsible for embedding pipelines and AI-powered features that make our chatbots intelligent. This role combines traditional backend engineering with cutting-edge AI/ML integration.You will work directly with LangChain, OpenAI APIs, vector databases (Milvus), and build the systems that power natural language understanding and generation across our platform.Key responsibilities include designing, implementing, and optimizing RAG pipelines, managing embedding generation using HuggingFace Transformers and Sentence Transformers, integrating and optimizing LLM calls for chat completions and embeddings, building and maintaining LangChain chains and agents for complex workflows, designing and implementing workflows for visual AI pipeline creation, optimizing vector search and retrieval using vector database, implementing semantic search, similarity matching, and relevance ranking, experimenting with and evaluating different embedding models and chunking strategies, and building natural language query understanding for analytics.The ideal candidate will have a Bachelor's or Master's degree in Computer Science, AI/ML, or a related field, 3-5 years of professional Python development experience, and 1-2 years of hands-on experience with LLMs, RAG systems, or NLP. Experience deploying AI/ML models in production environments is also essential. Required technical skills include programming in Python 3.9+, async programming, LangChain, APIs, HuggingFace Transformers, vector databases, embeddings, Flask or FastAPI, RESTful API design, MongoDB, and understanding of vector search. ML concepts such as RAG, semantic search, text chunking, and embeddings are also necessary.

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