Machine Learning Architect

1 week ago


thiruvananthapuram, India beBeeMachine Full time

We are seeking a highly skilled individual to join our team as a Machine Learning Architect. This role involves designing and building large-scale, reliable ML systems that power critical insights across enterprise environments.Key Responsibilities:Design and develop AI/ML features for our open-source Observability Platform using Grafana and ClickHouse.Collaborate with SREs, service owners, and observability SMEs to ensure scalable, reliable ML model deployment.Develop 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.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.Requirements:Bachelor'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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