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A company is looking for a Large Language Model Integration Engineer. Key Responsibilities Design, build, and optimize a production-grade Retrieval-Augmented Generation (RAG) system for document analysis Fine-tune and manage open-source or cloud-based LLMs for domain-specific tasks Develop and deploy robust API endpoints to integrate LLM capabilities into existing platforms Required Qualifications 3+ years of experience with NLP and Large Language Models in production settings Experience with LLM frameworks and orchestration tools like LangChain and Hugging Face transformers Practical knowledge of vector databases and embedding strategies 5+ years of experience in Python and building scalable APIs Familiarity with cloud platforms for MLOps