Machine Learning Data Pipeline Specialist

6 days ago


bareilly, India beBeeDataPipeline Full time

Job Title: ML Engineer - Data Pipeline SpecialistWe are seeking an experienced Machine Learning (ML) engineer to spearhead the development and maintenance of our large-scale Observability Platform. The successful candidate will have a proven track record of designing, developing, and operating ML systems in production.Design, develop, and maintain 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.Develop data pipelines using Databricks and related tools to support the creation of actionable insights.Apply CI/CD and MLOps best practices to automate model deployment and testing.Deploy and manage ML infrastructure on cloud platforms (AWS or Azure).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.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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