Description
About KPMG in India
KPMG entities in India are professional services firm(s). These Indian member firms are affiliated with KPMG International Limited. KPMG was established in India in August 1993. Our professionals leverage the global network of firms, and are conversant with local laws, regulations, markets and competition. KPMG has offices across India in Ahmedabad, Bengaluru, Chandigarh, Chennai, Gurugram, Jaipur, Hyderabad, Jaipur, Kochi, Kolkata, Mumbai, Noida, Pune, Vadodara and Vijayawada.
KPMG entities in India offer services to national and international clients in India across sectors. We strive to provide rapid, performance-based, industry-focused and technology-enabled services, which reflect a shared knowledge of global and local industries and our experience of the Indian business environment.
Overview
This role demand strong GenAI experience, emerging mastery in Agentic AI Systems, and a valuable foundation in classical ML.
You will design and build intelligent, tool-using agents, multi-agent systems, RAG pipelines,
and LLM-based applications leveraging the LangChain , LangGraph ecosystem, LangSmith for evaluation.
Key Responsibilities
1. GenAI / LLM Application Development
• Build GenAI applications using:
o LangChain, LangGraph
• Implement RAG architectures with:
o Retrieval, reranking, chunking, memory strategies
o Vector DBs (faiss, aisearch, opensearch, PG vector etc).
• Design prompt-engineering strategies:
o Instruction-following
o ReAct (Reasoning + Acting)
o Chain-of-thought structuring
o Self-reflection and planning loops
• Evaluation Strategy
o Implement evaluation frameworks for Classical ML and GenAI systems, covering statistical validation, reliability, and robustness.
o Assess LLM outputs, RAG pipelines, and agent workflows for grounding quality, relevance, and retrieval accuracy (e.g., recall@k, precision@k).
o Use LangSmith for tracing, automated evaluations, regression testing, and continuous system leve
📌 DEQ - Senior - AIML (Bengaluru)
🏢 BSR
📍 Bengaluru