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Principal Machine Learning Engineer

EMA·Bengaluru

Pay not stated10–12 yrsFull-time
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About the role

Principal Machine Learning Engineer at EMA. Lead the technical direction of GenAI and agentic ML systems that power enterprise-grade AI agents — spanning reasoning, retrieval, tool use.

What you'll do

  • Lead the technical direction of GenAI and agentic ML systems that power enterprise-grade AI agents — spanning reasoning, retrieval, tool use
  • Architect, design, and implement scalable production pipelines for model training, fine-tuning, retrieval (RAG), agent orchestration
  • Define and own the multi-year ML roadmap for GenAI infrastructure — including agent frameworks, RAG systems, world-class evaluation loops, and integration with MCP
  • Research, prototype, and integrate cutting-edge ML and LLM advancements (reasoning, memory architectures, multi-modal perception, long-context models
  • Optimize trade-offs between accuracy, latency, cost, interpretability, and real-world reliability across the agent lifecycle — from prompt design to orchestration and…

What you need

  • 10–12 yrs of experience
  • Machine learning
  • LLMs
  • Python
  • Deep learning
  • ETL
  • Statistics
  • PhD or B.Tech or B.E. or B.Sc or BCA or M.Tech or MCA

Good to have

  • TensorFlow
  • PyTorch
  • C++
  • Java

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