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Data Scientist

Data Scientist

Tech Intervu

3 - 7 years

0 Lacs

karnataka

Posted:1 day ago| Platform: Shine logo

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Skills Required

data structures information retrieval question answering semantic search natural language processing nlp large language models llms genai pipelines langchain faiss chromadb hugging face transformers openai apis python programming pytorch tensorflow rest apis ml models embedding techniques vector search systems llm finetuning cloudbased ml deployment

Work Mode

On-site

Job Type

Full Time

Job Description

As a Data Scientist specializing in Natural Language Processing (NLP) and Large Language Models (LLMs), you will play a crucial role in designing, fine-tuning, and deploying cutting-edge open-source and API-based LLMs to address real-world challenges. Your primary focus will be on creating robust GenAI pipelines, innovative internal tools, and engaging client-facing applications. - Fine-tune and optimize open-source LLMs for specific business domains - Construct and manage RAG pipelines using tools like LangChain, FAISS, and ChromaDB - Develop LLM-powered APIs for diverse applications such as chat, Q&A, summarization, and classification - Design effective prompt templates and implement chaining strategies to enhance LLM performance across various contexts To excel in this role, you should possess: - A strong foundation in NLP fundamentals and 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 to support ML models - Expertise in Python programming with knowledge of libraries like PyTorch or TensorFlow - A solid grasp of data structures, embedding techniques, and vector search systems Preferred qualifications include: - Prior experience in LLM fine-tuning and evaluation - Exposure to cloud-based ML deployment (AWS, GCP, Azure) - A background in information retrieval, question answering, or semantic search If you are passionate about generative AI and eager to contribute to the latest developments in NLP and LLMs, the company is excited to connect with you.,

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Data Scientist