Data Scientist NLP & LLMs

3 - 7 years

0 Lacs

Posted:21 hours ago| Platform: Shine logo

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Job Type

Full Time

Job Description

As a Data Scientist at our company, you will be at the forefront of Artificial Intelligence advancements, contributing significantly to the evolution of intelligent systems. Your role will involve utilizing your expertise in Natural Language Processing (NLP) and Large Language Models (LLMs) to tackle real-world challenges through the development, optimization, and implementation of open-source and API-based LLMs. Your Key Responsibilities will include: - Constructing resilient GenAI pipelines and innovative internal tools - Developing customer-centric applications - Fine-tuning and enhancing open-source LLMs for specific business sectors - Building and managing RAG pipelines using tools like LangChain, FAISS, and ChromaDB - Creating LLM-powered APIs for chatbots, Q&A systems, summarization, and classification - Designing effective prompt templates and implementing chaining strategies for improved LLM performance To excel in this role, you must have: - A deep understanding of NLP principles and advanced deep learning techniques for text data - Hands-on experience with LLM frameworks like Hugging Face Transformers or OpenAI APIs - Familiarity with tools such as LangChain, FAISS, and ChromaDB - Proficiency in developing REST APIs for machine learning models - Proficiency in Python with expertise in libraries like PyTorch or TensorFlow - A solid grasp of data structures, embedding techniques, and vector search systems Desirable qualifications: - Prior experience in LLM fine-tuning and evaluation - Exposure to cloud-based ML deployment on platforms like AWS, GCP, or Azure - Background in information retrieval, question answering, or semantic search If you are passionate about generative AI and eager to work with cutting-edge NLP and LLM technologies, we look forward to connecting with you.,

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