Company Description
??We're Nagarro.
We are a Digital Product Engineering company that is scaling in a big way We build products, services, and experiences that inspire, excite, and delight. We work at a scale — across all devices and digital mediums, and our people exist everywhere in the world (18000+ experts across 36 countries, to be exact). Our work culture is dynamic and non-hierarchical. We are looking for great new colleagues. That is where you come in
Job Description
Requirements
7.5 to 12 years of overall experience in Data Science, Machine Learning, and Artificial Intelligence.
Strong hands-on experience with Generative AI fundamentals, Large Language Models (LLMs), and Agentic AI systems.
Proven expertise in developing GenAI applications using LangChain, LangGraph, and associated ecosystem tools.
Experience designing and implementing Retrieval Augmented Generation (RAG) solutions, including retrieval, reranking, chunking, memory management, and context optimization.
Strong understanding of prompt engineering techniques, including instruction tuning, ReAct frameworks,



reasoning strategies, planning loops, and self-reflection mechanisms.
Hands-on experience with LLM evaluation frameworks, model assessment, and GenAI quality measurement methodologies.
Experience using LangSmith for tracing, monitoring, debugging, evaluation, regression testing, and performance optimization of GenAI applications.
Strong knowledge of Vector Databases and Embeddings, including FAISS, Azure AI Search, OpenSearch, PGVector, or similar technologies.
Experience building intelligent agents, tool-calling agents, planner-executor frameworks, multi-agent systems, and hierarchical agent architectures.
Positive understanding of memory architectures, including episodic memory, semantic memory, and long-term vector-based memory systems.
Experience integrating AI agents with APIs, enterprise applications, knowledge repositories, and external tools.
Strong foundation in classical Machine Learni

📌 Senior Staff Engineer (Bengaluru)
🏢 Nagarro
📍 Bengaluru