Machine Learning Operations Expert

17 hours ago


Vadodara, Gujarat, India beBeeSkillful Full time ₹ 20,00,000 - ₹ 30,00,000
Machine Learning Operations Lead

We are seeking a skilled professional to lead our Machine Learning Operations efforts. This is a unique opportunity for an experienced leader to drive business outcomes and make a significant impact on our organization.

Pipeline Development:

  • Design and Implement ML Pipelines:
    • Develop robust ML pipelines using Azure Machine Learning services, ensuring seamless collaboration with data scientists and efficient model deployment to production.
    • Leverage Azure Databricks capabilities to drive business outcomes.
  • Automation and CI/CD:
    • Automate training, deployment, and monitoring of ML models using Azure DevOps, implementing best practices for model updates and versioning.
    • Collaborate with cross-functional teams to ensure smooth integration with existing infrastructure.
  • Monitoring and Maintenance:
    • Monitor deployed models to ensure operational standards, troubleshooting and resolving production issues related to ML models in a timely manner.
    • Maintain accurate documentation of ML processes and pipelines, adhering to data governance and security standards.
  • Collaboration:
    • Work closely with data engineers, software developers, and business stakeholders to provide technical support and guidance on ML best practices, driving innovation and growth.
    • Identify opportunities for process improvement and implement changes as needed.
  • 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

About Us:

We value innovation, teamwork, and continuous learning. Our team members are empowered to take ownership of their work, share ideas, and collaborate to achieve common goals.



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