AI Data Scientist

1 week ago


Koṭa, India beBeeMachine Full time

We are seeking a visionary to lead our Machine Learning Observability Platform. As a key member of our team, you will be responsible for designing and enhancing our open-source observability platform, adding AI capabilities that power critical insights across enterprise environments.Key ResponsibilitiesCreate and maintain advanced 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.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.Establish prompt standards and develop custom integrations between systems.Troubleshoot 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 Large Language Models and Grafana.Strong coding skills in Python.Familiarity with container orchestration and cloud platforms.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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