DEQ - Senior - AIML
BengaluruFull-time5–10 yrsPosted 5 months ago
Senior data science role at KPMG Global Services in Bengaluru. Needs 5+ years.
About the role
This role demand strong GenAI experience, emerging mastery in Agentic AI Systems, and a good 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.
What you'll do
- GenAI / LLM Application Development
- ReAct (Reasoning + Acting)
- Self-reflection and planning loops
- Implement evaluation frameworks for Classical ML and GenAI systems, covering statistical validation, reliability, and robustness
- Assess LLM outputs, RAG pipelines, and agent workflows for grounding quality, relevance, and retrieval accuracy (e.g., recall@k, precision@k)
What you need
- Machine learning
- LLMs
- Python
- AWS
- Prompt engineering
- MLOps
Good to have
- Databricks
- Git
- Azure
- Regression testing
- Elasticsearch