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Effective Machine Learning Systems Engineer

3 weeks ago

Malappuram, Kerala, India beBeeMLOps Full time ₹ 15,00,000 - ₹ 25,00,000
Machine Learning Operations Specialist

We are seeking a skilled Machine Learning Operations Specialist to join our team. This is an exceptional opportunity for a seasoned professional to lead the development and implementation of machine learning pipelines, ensuring high-quality data processing and feature engineering.

The ideal candidate will have extensive experience in monitoring and logging tools such as Prometheus and Grafana. Additionally, knowledge of experiment tracking and workflow orchestration using tools like MLflow, Kubeflow, and Weights & Biases is crucial.

Experience with popular machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn is also highly valued. The successful candidate will be able to integrate these technologies to build efficient and scalable machine learning systems.

The responsibilities of this role include:

  • Designing and implementing robust machine learning pipelines
  • Ensuring high-quality data processing and feature engineering
  • Monitoring and troubleshooting complex systems
  • Collaborating with data scientists and engineers to develop innovative solutions

Key qualifications for this position include:

  • 7+ years of experience in ML Ops or related field
  • Strong background in programming and scripting languages
  • Expertise in data and feature engineering
  • Knowledge of machine learning frameworks (TensorFlow, PyTorch, Scikit-learn)
  • Experience with monitoring and logging tools (Prometheus, Grafana)
  • Experience with experiment tracking and workflow orchestration (MLflow, Kubeflow, Weights & Biases)