MLOps Engineer
6 days ago
Role: MLOps Engineer
Location: Hyderabad
Experience: 3 to 5 years
Job details:
- ML pipeline creation, drift monitoring and control
- Automating CI/CD pipelines to account for data, code, and model changes
- Develop and deploy CI/CD-based automated ML application pipelines (collection, processing, cleaning, transformation, etc.) along with the CT component for a continuous feedback loop for re-training.
- Implement model evaluation and model + data validation tools/ techniques such as schema validation, evaluation metrics, etc.
- Querying and working with databases, testing ML models, Git and version control, and frameworks like Flask, and FastAPI.
- Develop and maintain schedulers to orchestrate and schedule various data processing and machine learning tasks.
- Currently exploring triggers based on data changes, model performance degradation, or predefined schedules to initiate retraining workflow.
Regards,
Manvendra Singh
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