Senior AI Architect

2 days ago

udaipur, India beBeeMachineLearning Full time

Unlock Your Potential as a Machine Learning ExpertWe're seeking an exceptional senior-level professional to lead the development of large-scale, reliable machine learning systems. This individual will design and enhance our open-source platform, adding AI capabilities that deliver critical insights across enterprise environments.This is a fantastic opportunity for a seasoned professional to leverage their expertise in AI/ML and drive innovation in observability.Main Responsibilities:Design and maintain AI/ML features for an 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.Evaluate and integrate MCP servers and connect tools across observability systems.Establish prompt standards and develop custom MCP integrations between systems.Troubleshoot ML system performance and reliability using OpenTelemetry pipelines and observability metrics.Requirements and QualificationsPrior Experience:A Master'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 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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