Advanced Machine Learning Systems Engineer

1 week ago


junagadh, India beBeeMachineLearning Full time

Job Overview:We're looking for a highly skilled Machine Learning Engineering Specialist to join our team and contribute to the development of large-scale, reliable ML systems.Bulk up AI/ML features for an open-source Observability Platform built on Grafana and ClickHouse.Work closely with SREs, service owners, and observability SMEs to ensure scalable, reliable ML model deployment.Design 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 like 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.Requirements:Masters degree in Computer Science, Engineering, or Artificial Intelligence (or equivalent experience).Proven experience designing, developing, and operating ML systems in production.Familiarity with Large Language Models (LLMs) and Machine Reading Comprehension (MCP).Strong coding skills in Python.Knowledge of Kubernetes, container orchestration, and cloud platforms.Solid understanding of observability pillars (metrics, logs, traces).Experience implementing OpenTelemetry pipelines for ML systems.



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