Lead Machine Learning Engineer

2 weeks ago

Ajmer, Rajasthan, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000
Job Title: Lead Machine Learning EngineerDescription:We are seeking a highly skilled Lead Machine Learning Engineer to design and implement robust ML pipelines using Azure Machine Learning services. The ideal candidate will have a minimum of 6 years of experience in designing, developing and deploying machine learning models.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.
  • 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:
  • Azure MLOps
  • Azure Databricks
  • Python
  • PyTorch
  • 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:
  • Opportunity to work with cutting-edge technologies
  • Collaborative team environment
  • Professional growth and development opportunities

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