Title: Sr Data Scientist
Area(s) of responsibility
Title -Machine learning developer
Total Experience - 8+ Years of experience
Relevant experience required - 5+
Notice Period - 0-30 days
Location - Chennai/Noida/Pune/Bengaluru/Mumbai
JD
• 5+ years of experience in NLP, Machine Learning, or AI-driven Text Analytics.
• Strong proficiency in Python and AI frameworks like LangChain, OpenAI APIs, Hugging Face Transformers.
• Expertise in prompt engineering to enhance LLM response accuracy and efficiency.
• Hands-on experience with RAG frameworks and retrieval-based AI architectures.
• Strong understanding of vector embeddings (OpenAI, Cohere, SBERT, etc.) for efficient document retrieval.
• Experience in text summarization, question answering, and knowledge graph extraction.
• Familiarity with LLM fine-tuning, knowledge distillation, and model optimization.
• Experience with natural language-based data querying (SQL, NoSQL, or GraphQL integration).
Key Responsibilities:
• Develop AI-driven text analysis solutions using LLMs (GPT, Claude, Mistral, LLaMA, etc.).
• Implement RAG pipelines to improve knowledge retrieval and context-aware responses.
• Design and fine-tune prompt engineering techniques to optimize LLM outputs.
• Work with vector databases (FAISS, Pinecone, Weaviate, ChromaDB) to enable efficient semantic search.
• Build text summarization, keyphrase extraction, and sentiment analysis models.
• Automate document analysis, knowledge extraction, and structured content generation.
• Optimize natural language-to-SQL workflows for querying relational databases.
• Develop agentic AI workflows to handle complex reasoning tasks based on retrieved knowledge.
• Deploy models efficiently on cloud platforms (AWS, GCP, Azure) or on-premise environments.
• Collaborate with data scientists, software engineers, and business analysts to integrate AI solutions.