Unlock AI Potential: Scalable Machine Learning Operations

1 day ago


meerut, India beBeeMachine Full time

Machine Learning Operations SpecialistWe are seeking a skilled Machine Learning Operations Specialist to design, build and manage scalable machine learning operations.About the Role:Synthesizing MLOps ExpertiseElevate automated ML pipelines for training, validation, deployment, and batch/real-time inference by leveraging Databricks Workflows, Jobs, Repos, and Delta Live Tables.Implement distributed training and inference pipelines utilizing MLflow + PySpark.Optimizing Model LifecyclesOversee model versioning and promotion across dev → staging → production using MLflow Model Registry.Craft reproducible workflows for model packaging, deployment, and rollback.Fostering Interdisciplinary CollaborationLiaise closely with Data Scientists, Data Engineers, Cloud teams, and Product teams.Document workflows, best practices, and MLOps reusable components.Maintaining Operational ExcellenceSet up model monitoring for performance, drift, data quality, and lineage.Utilize Databricks-native tools, MLflow metrics, and cloud monitoring services (Azure/AWS).Ensure compliance through logging, auditing, permissions, and environment governance.



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