AI Model Developer

7 days ago

Bengaluru, Karnataka, India beBeeAzure Full time ₹ 15,00,000 - ₹ 20,00,000
Machine Learning Engineer

We are seeking a skilled and experienced Machine Learning Engineer to develop, implement and deploy machine learning models on the Microsoft Azure platform. The ideal candidate will have strong expertise in model development, data pipelines, and a solid understanding of various machine learning algorithms.

  • Design, develop and deploy machine learning models using Azure Machine Learning services, including Azure ML Studio, Azure Databricks, and Azure Kubernetes Service (AKS).
  • Build and manage robust MLOps pipelines for model training, validation, deployment, monitoring and retraining.
  • Implement data ingestion and transformation pipelines to prepare data for machine learning models, utilizing Azure Data Factory, Azure Synapse Analytics or other relevant Azure data services.
  • Collaborate with data scientists to translate models from research environments into production-ready solutions.
  • Optimize model performance and efficiency, ensuring scalability and reliability in a production environment.
Requirements
  • Strong experience with Microsoft Azure Machine Learning platform and services.
  • Proficiency in Python and relevant ML libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Experience with MLOps principles and tools for continuous integration and continuous delivery (CI/CD) of ML models.
  • Solid understanding of machine learning algorithms (e.g., regression, classification, clustering, deep learning).
  • Experience with Azure data services such as Azure Data Lake Storage, Azure Data Factory, Azure Synapse Analytics or Azure SQL Database.
  • Familiarity with Docker and Kubernetes for containerization and orchestration of ML models.
  • Knowledge of version control systems (e.g., Git).
  • Strong analytical, problem-solving and debugging skills.
  • Excellent communication skills (written and verbal) and ability to collaborate with cross-functional teams.

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