Advanced AI System Designer

4 days ago


dindigul, India beBeeMachine Full time

Job DescriptionWe are seeking a skilled engineer to design and develop large-scale machine learning systems. The ideal candidate will have expertise in building reliable AI-powered systems that drive critical insights across enterprise environments.Key responsibilities include:Developing AI/ML features for an open-source observability platform on Grafana and ClickHouse.Collaborating with SREs, service owners, and observability SMEs to ensure scalable and reliable ML model deployment.Designing and managing data pipelines using Databricks and related tools.Implementing CI/CD and MLOps practices to automate model deployment and testing.Deploying and managing ML infrastructure on AWS or Azure.Setting up and integrating MCP servers between observability systems.Promoting standards for MCP integrations.Troubleshooting ML system performance and reliability using OpenTelemetry pipelines and observability metrics.RequirementsMaster's degree in Computer Science, Engineering, or Artificial Intelligence (or equivalent experience).Proven experience designing, developing, and operating ML systems in production.Hands-on experience 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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