Large Scale Machine Learning Systems Engineer

2 days ago


tiruppur, India beBeeMachineLearning Full time

Job Summary:We are seeking a highly skilled Machine Learning Engineer to join our team. The ideal candidate will have expertise in building large-scale, reliable ML systems and experience with open-source Observability Platforms.Develop and maintain AI/ML features for an open-source Observability Platform built on Grafana and ClickHouse.Collaborate with Software Engineers, DevOps teams, and observability experts to ensure scalable, reliable ML model deployment.Design and manage data pipelines using Databricks and related tools.Implement CI/CD and MLOps best practices to automate model deployment and testing.Deploy and manage ML infrastructure on cloud platforms.Set up and integrate machine learning servers and connect tools across observability systems.Establish prompt standards and develop custom integrations between systems.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.Requirements:Master'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 container orchestration, cloud platforms, and Kubernetes.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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