Lead Data Scientist

2 weeks ago

bangalore, India beBeeMachineLearning Full time

Machine Learning Engineer AIOpsWe are seeking a highly skilled Machine Learning Engineer AIOps to design, implement, and manage ML pipelines on Databricks. The successful candidate will leverage Unity Catalog for data governance, manage ML workflows using Genie and Mosaic Gateway, and automate CI/CD processes.Design and implement ML pipelines on Databricks, leveraging Unity Catalog for data governance and managing ML workflows using Genie and Mosaic Gateway.Automate reproducible and reliable experiments using CI/CD processes.Deploy model serving architectures across multi-cloud environments, specifically running Databricks on GCP while supporting model invocations on OpenAI's cloud.Integrate LangChain and other framework connectors to enable agent-based architectures calling external APIs within a Databricks context.Implement end-to-end model tracking and versioning using MLflow, ensuring clear lineage and reproducibility.Maintain robust infrastructure and streamlined deployment across GCP and Azure for data scientists.Required Skills:Databricks expertiseMulti-Cloud Architecture & DeploymentCI/CD for Machine LearningPython Programming & Framework IntegrationModel Monitoring

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