AI Systems Engineer

5 days ago


Kolhapur, India beBeeMachine Full time

Job SummaryWe are seeking a skilled Machine Learning Systems Architect to design and develop large-scale, reliable machine learning systems.Key Responsibilities:Design and implement AI/ML features for our open-source observability platform built on Grafana and ClickHouse.Collaborate with software engineers, SREs, and observability specialists to ensure scalable and reliable ML model deployment.Develop 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 standards for MCP integrations between systems.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.Requirements:Master's degree in Computer Science or related field.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.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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