AI-Powered Observability Solutions Architect

5 days ago

thrissur, India beBeeInfrastructure Full time

Job TitleMachine Learning Observability Platform EngineerAbout the JobWe're seeking a highly skilled Machine Learning Observability Platform Engineer to join our team. This is an exciting opportunity to design and enhance our open-source observability platform, adding AI capabilities that power critical insights across enterprise environments.Design and build AI/ML features for our open-source Observability Platform built on Grafana and ClickHouse.Collaborate with SREs, service owners, and observability SMEs to ensure scalable, 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 AWS or Azure.Set up and integrate MCP servers and connect tools across observability systems.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.RequirementsBachelor's degree in Computer Science, Engineering, or Artificial Intelligence (or equivalent experience).Proven experience designing, developing, and operating ML systems in production.Familiarity with LLMs/MCPs, Grafana, and Databricks.Strong coding skills in Python.Familiarity with Kubernetes, container orchestration, and cloud platforms (AWS/Azure).Solid understanding of observability pillars (metrics, logs, traces).Experience implementing OpenTelemetry pipelines for ML systems.Knowledge of CI/CD, MLOps, and monitoring best practices.

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