AI/ML Systems Architect

2 weeks ago


moradabad, India beBeeMachineLearning Full time

Job OverviewWe're seeking a talented Machine Learning System Architect to design and implement large-scale, reliable AI/ML systems.Key ResponsibilitiesDevelop and maintain robust AI/ML features for our open-source Observability Platform built on Grafana and ClickHouse.Collaborate with SREs, service owners, and observability experts 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 (AWS/Azure).Set up and integrate observability tools across our system ecosystem.Establish industry 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 AI/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 AI/ML systems.Knowledge of CI/CD, MLOps, and monitoring best practices.Our ideal candidate will possess strong problem-solving skills, excellent communication abilities, and a passion for delivering high-quality results under tight deadlines.



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