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1 day ago
Job Title: Data Engineering Expert
The city of Bangalore is a hotspot for technological advancements and innovation. As an experienced professional with a strong background in data engineering, you will be responsible for overseeing the implementation and maintenance of machine learning operations.
Key Responsibilities:
- Design and implement scalable machine learning pipelines using established frameworks such as TensorFlow, PyTorch, and Scikit-learn.
- Develop and maintain robust monitoring systems utilizing tools like Prometheus and Grafana.
- Utilize MLflow, Kubeflow, and Weights & Biases for experiment tracking and workflow orchestration.
- Collaborate with cross-functional teams to integrate machine learning models into production environments.
Requirements:
- Strong understanding of programming languages, including Python, R, and SQL.
- Experience with data engineering, including data preprocessing, feature selection, and visualization.
- Familiarity with monitoring and logging tools, such as Prometheus and Grafana.
- Knowledge of experiment tracking and workflow orchestration tools, including MLflow, Kubeflow, and Weights & Biases.
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