Large-Scale Machine Learning Infrastructure Specialist

2 weeks ago


tumakuru, India beBeeInfrastructure Full time

Large-Scale Machine Learning Infrastructure SpecialistWe are seeking a highly skilled Large-Scale Machine Learning Infrastructure Specialist to build and maintain reliable ML systems.Design and implement AI/ML features for an open-source Observability Platform built on Grafana and ClickHouse.Collaborate with SREs, service owners, and observability SMEs to ensure scalable and reliable ML model deployment.Create data pipelines using Databricks and related tools.Apply CI/CD and MLOps best practices to automate model deployment and testing.Deploy and manage ML infrastructure on cloud platforms (AWS/Azure).Set up and integrate MCP servers and connect tools across observability systems.Establish standards for prompt development and create custom MCP integrations between systems.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.The ideal candidate should possess a Master's degree in Computer Science, Engineering, or Artificial Intelligence (or equivalent experience), along with hands-on experience with LLMs/MCPs, Grafana, and Databricks. Strong coding skills in Python and familiarity with Kubernetes, container orchestration, and cloud platforms are also required.



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