MLOps Engineer

2 months ago

Bengaluru, India U-SET Full time

Job Description :


Skills required : Python, Kubernetes, Flask, AWS Cloud, EKS

- Ensure the seamless deployment and operations of our machine learning models for ptoduction usecases

- Develop and maintain robust MLOps pipelines for deploying machine learning models.

- Implement and manage Kubernetes (K8S) and AWS EKS for container orchestration.

- Utilize Python development/optimization of operationalize the ML Models for delivering business outcomes.

- Harden machine learning models to ensure security and reliability.

- Monitor and optimize the performance of deployed models.

- Collaborate with data scientists and software engineers to integrate models into production environments.

- Enhance operational aspects of ML models, including scalability and performance improvements.

- Proven experience in MLOps, with a strong focus on Python and Kubernetes.

- Extensive experience with AWS Cloud services, particularly EKS.

- Strong understanding of the operational aspects of machine learning models.

- Experience with CI/CD pipelines for ML models.

- Knowledge of data security best practices.

- Familiarity with monitoring tools and techniques for ML models.

(ref:hirist.tech)

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