Senior MLOps Developer

2 days ago

Mumbai, Maharashtra, India beBeeMachineLearning Full time ₹ 18,00,000 - ₹ 24,00,000
Job Title: Azure MLOps Engineer

A leading organization is seeking a skilled MLOps Specialist to drive the development and deployment of machine learning models using Azure Machine Learning services.

This role offers an exciting opportunity to collaborate with data scientists, implement robust pipelines, and ensure operational standards.

The ideal candidate will have experience in Azure Databricks, Azure DevOps, and Python/PyTorch programming languages.

  • Pipeline Development:
  • Design and implement robust ML pipelines using Azure Machine Learning services.
  • Collaborate with data scientists to transition models from development to production.
  • Strong knowledge of Azure Databricks.
  • Automation and CI/CD:
  • Automate training, deployment, and monitoring of ML models using Azure DevOps.
  • Implement CI/CD practices for model updates and versioning.
  • 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.
  • Ensure compliance with data governance and security standards.
  • Collaboration:
  • Work with data engineers, software developers, and business stakeholders.
  • Provide technical support and guidance on ML best practices.

Key Skills and Qualifications:

The successful candidate will possess:

  • 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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