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Machine Learning Operations Specialist

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Pune, Maharashtra, India beBeeMloper Full time ₹ 20,00,000 - ₹ 25,00,000
Mlops Engineer Job OverviewWe are seeking an experienced Mlops Professional to join our data competency team. The ideal candidate will have a strong background in working with machine learning model deployment pipelines.Key Responsibilities:
  • Pipeline Development: Design, build, and manage scalable ML model deployment pipelines that meet business requirements.
  • Model Automation: Automate model training, validation, monitoring, and retraining workflows using best practices.
  • Governance and Versioning: Implement model governance, versioning, and reproducibility best practices to ensure data integrity.
  • Collaboration: Collaborate with data scientists, engineers, and product teams to operationalize ML solutions that drive business outcomes.
  • Performance Optimization: Ensure robust monitoring and performance tuning of deployed models to maximize efficiency.
Required Expertise:
  • MLOps Tools: Strong experience with MLOps tools & frameworks (MLflow, Kubeflow, SageMaker, Vertex AI).
  • Containerization: Proficient in containerization (Docker, Kubernetes) to ensure efficient model deployment.
  • Cloud Platforms: Good knowledge of cloud platforms (AWS, Azure, or GCP) for scalability.
  • Programming Languages: Expertise in Python and familiarity with ML libraries (TensorFlow, PyTorch, scikit-learn).
  • Infrastructure as Code: Solid understanding of CI/CD, infrastructure as code, and automation tools to streamline operations.