Azure Machine Learning Developer

7 hours ago


Kottayam, Kerala, India beBeeMLOps Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

Job Title: Azure MLOps Specialist

Description:

We are seeking a highly skilled professional to lead the development of robust ML pipelines using Azure Machine Learning services. The ideal candidate will have 6-8 years of experience in designing and implementing scalable and efficient ML solutions.

Key Responsibilities:

  1. 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 is required.
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.

Required Skills and Qualifications:

  • 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

Benefits:

  • Competitive salary package
  • Ongoing training and development opportunities

Requirements:

  • Relevant Experience: 6 to 8 years
  • Total Experience: 6 to 8 years


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