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Machine Learning Operations Expert

2 weeks ago

Nellore, Andhra Pradesh, India beBeeExpertise Full time ₹ 15,00,000 - ₹ 25,00,000
Job Title:

Machine Learning Operations Expert

Job Description:

We are seeking a seasoned professional to lead the operation of our machine learning pipelines. As an expert in machine learning operations, you will be responsible for ensuring the smooth execution of our ML workflows.

Key Responsibilities:
  • Design and implement monitoring systems to track pipeline performance
  • Configure experiment tracking and workflow orchestration tools such as MLflow, Kubeflow, and Weights & Biases
  • Develop and maintain knowledge of machine learning frameworks including TensorFlow, PyTorch, and Scikit-learn
  • Collaborate with data engineers to design and implement data and feature engineering pipelines
Required Skills and Qualifications:
  • Experience with Prometheus and Grafana for monitoring and logging
  • Knowledge of MLflow, Kubeflow, and Weights & Biases for experiment tracking and workflow orchestration
  • Familiarity with machine learning frameworks including TensorFlow, PyTorch, and Scikit-learn

Benefits:

- Opportunity to work on complex ML projects

- Collaborative team environment

- Professional growth and development

What We Offer:

- A dynamic and challenging work environment

- Opportunities for professional growth and development

- Competitive compensation and benefits package