Senior Machine Learning Engineer - Large Language Model
November 18
Description
• Design, develop, and deploy Generative AI solutions using state-of-the-art LLM technologies. • Build and optimize RAG pipelines for enhanced information retrieval. • Develop scalable APIs using FastAPI for AI service deployment. • Integrate knowledge bases and vector databases using frameworks like LangChain and LlamaIndex. • Implement and monitor performance metrics for AI models and systems. • Collaborate with cross-functional teams to integrate AI solutions. • Ensure all systems meet security and compliance requirements.
Requirements
• At least 5 years of professional experience in Machine Learning/AI development. • Proficiency in Python programming. • Experience with GenAI tools/frameworks: LangChain, LlamaIndex, and RAG systems. • Familiarity with ChatGPT/OpenAI APIs and prompt engineering. • Expertise in building RESTful APIs using FastAPI. • Solid understanding of SQL databases and version control systems like Git. • MLOps: Model deployment and optimization. Monitoring and scaling ML systems. • Preferred Skills • Experience with cloud platforms (AWS, GCP, or Azure). • Familiarity with container technologies like Docker and Kubernetes. • Understanding of vector databases (e.g., Pinecone, Weaviate). • Knowledge of ML monitoring and observability tools. • Contribution to open-source projects.
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