Data Pipeline Architect

4 days ago

Anand, Gujarat, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Title: ML Ops Engineer

As a seasoned professional, you will be responsible for designing, developing, and deploying scalable and efficient machine learning pipelines using popular frameworks such as TensorFlow, PyTorch, and Scikit-learn.

  • Develop and implement monitoring and logging systems to ensure seamless operation of ML models, utilizing tools like Prometheus and Grafana.
  • Collaborate with cross-functional teams to implement experiment tracking and workflow orchestration tools like MLflow, Kubeflow, and Weights & Biases to optimize model performance and efficiency.

Required Skills:

  • Proficiency in programming languages including Python and R.
  • Experience with machine learning frameworks including TensorFlow, PyTorch, and Scikit-learn.
  • Familiarity with data engineering tools such as Apache Spark and Hadoop.
  • Knowledge of containerization using Docker and Kubernetes.
  • Understanding of cloud computing platforms including AWS and GCP.

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