
Azure Machine Learning Developer
7 hours ago
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:
- 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.
- Automate training, deployment, and monitoring of ML models using Azure DevOps.
- Implement CI/CD practices for model updates and versioning.
- Monitor deployed models to ensure operational standards.
- Troubleshoot and resolve production issues related to ML models.
- Maintain documentation of ML processes and pipelines.
- Ensure compliance with data governance and security standards.
- 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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