
Key Mlops Professional
2 days ago
We are seeking a skilled Mlops professional to spearhead the development of scalable machine learning model deployment pipelines.
- Design and implement efficient CI/CD workflows for ML models.
- Automate model training, validation, monitoring, and retraining processes.
- Elevate model governance, versioning, and reproducibility standards.
- Collaborate with cross-functional teams to operationalize ML solutions.
- Ensure robust performance tuning and monitoring of deployed models.
Main Responsibilities:
- ML pipeline design and implementation.
- Model automation and orchestration.
- Model governance and quality assurance.
- Collaboration and communication.
Requirements:
- Proficiency in MLOps tools and frameworks (MLflow, Kubeflow, SageMaker).
- Containerization expertise (Docker, Kubernetes).
- Familiarity with cloud platforms (AWS, Azure, GCP).
- Strong Python skills and knowledge of ML libraries (TensorFlow, PyTorch, scikit-learn).
- Understanding of CI/CD, infrastructure as code, and automation principles.
About Persistent Ltd.:
Persistent Ltd. is dedicated to fostering a diverse and inclusive work environment.
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