Role : Data Scientist
Exp : 5+ years,
Skills : RAG architecture, API integrations, LLM Ops tools, R& D applications.

Required Technical Skills
Strong expertise in Large Language Models (LLMs) and building scalable, production-grade applications using them.
Hands-on experience designing and implementing Retrieval‑Augmented Generation (RAG) architectures.
Experience building document ingestion and preprocessing pipelines for unstructured and semi-structured data.
Expertise in defining effective chunking strategies to optimize retrieval quality and context relevance.
Robust understanding of embeddings, vector representations, and vector search techniques.
Experience implementing retrieval and reranking mechanisms to improve response accuracy.
Familiarity with grounding and citation strategies to ensure reliable and explainable LLM outputs.
Hands-on experience establishing evaluation frameworks to measure RAG quality and performance.
Experience building tool-using agents leveraging function calling and API integrations.
Proven ability to design and implement multi-step agent workflows with safe and controlled execution patterns.

📌 Data Scientist (Bengaluru)
🏢 Innova ESI
📍 Bengaluru