Sr Data Scientist
INDIA - NOIDA- BIRLASOFT OFFICE, IN
Birlasoft
At Birlasoft we combine the power of domain, enterprise, and digital technologies to reimagine business potential. Surpassing expectations, breaking convention!Area(s) of responsibility
Title - GenAI(Deepfake) 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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Azure Claude CoHere Engineering FAISS GCP Generative AI GPT GraphQL LangChain LLaMA LLMs Machine Learning NLP NoSQL OpenAI Pinecone Pipelines Prompt engineering Python RAG RDBMS SBERT SQL Transformers Weaviate
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