Azure MLOps Lead

2 weeks ago


Kozhikode, Kerala, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Title: Azure MLOps Engineer

We are seeking a highly skilled Senior Data Scientist to lead our Machine Learning Operations (MLOps) team. The ideal candidate will have experience in designing and implementing robust ML pipelines using Azure Machine Learning services.

About the Role:

  • Design and implement robust ML pipelines using Azure Machine Learning services, collaborating with data scientists to transition models from development to production.
  • A strong knowledge of Azure Databricks is required for this role.

Key Responsibilities:

  1. Pipeline Development:
  • Automate training, deployment, and monitoring of ML models using Azure DevOps, ensuring efficient model updates and versioning.
Automation and CI/CD:
  • Develop automation scripts to streamline ML pipeline workflows and ensure consistency across projects.
Monitoring and Maintenance:
  • Monitor deployed models to ensure operational standards, troubleshoot and resolve production issues related to ML models.
Documentation and Compliance:
  • Maintain documentation of ML processes and pipelines, ensuring compliance with data governance and security standards.
Collaboration:
  • Work with data engineers, software developers, and business stakeholders, providing technical support and guidance on ML best practices.

Technical Skills:

  • Mandatory: Azure MLOps, Azure Databricks, Python, PyTorch
  • Additional: TensorFlow, Scikit-learn, Docker, Kubernetes, Azure DevOps, MLflow, Kubeflow, Azure Monitor, Application Insights
  • Programming Languages: Python or R
  • Databases: Azure Data Lake, Azure SQL Database


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