Senior ML Engineer
ambience hr llp · Bengaluru · onsite · Posted 28d ago
Not disclosed9–15 yrsfulltimeSourced from
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About this role
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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Skills
DockerModel DeploymentapisMLOpsgoogle cloud platformamazon web servicesMonitoringRAG PipelinesretrainingPythonSQLMCP function callingNL-to-SQLMicrosoft AzureLanggraphLangchainGenerative AiCi/Cddrift monitoring