Senior ML Engineer

Ambience HR LLP
Bengaluru, Karnataka, India

Job Summary

We are looking for an experienced AI/ML Engineer with strong hands-on experience in production machine learning, MLOps, Generative AI, and RAG-based solutions. The ideal candidate should have strong Python and SQL skills and experience building, deploying, and monitoring AI/ML solutions in cloud environments.

Experience: 9-15 Years

Location: Bangalore,Kochi and Thiruvananthapuram

Employment Type: Full-Time

Key Responsibilities

  • Develop and deploy production-grade AI/ML models beyond notebooks and PoCs.
  • Build scalable ML pipelines using Python and complex SQL.
  • Implement MLOps practices including Docker, APIs, CI/CD, model deployment, monitoring, retraining, and drift monitoring.
  • Work with AWS, Azure, or GCP cloud platforms.
  • Design and implement RAG pipelines and enterprise GenAI solutions.
  • Develop agentic AI and tool-based workflows using technologies such as LangChain, LangGraph, MCP, function calling, or NL-to-SQL.
  • Collaborate with engineering and business teams to integrate AI/ML solutions into real-world applications.
  • Optimize models and pipelines for scalability, reliability, and performance

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