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MLOps Engineer (3-8 yrs)
Recro
posted 2 days ago
Flexible timing
Key skills for the job
We are looking for a strong MLOps Engineer with proven experience in building and managing scalable ML infrastructure. The ideal candidate will have hands-on expertise in Kubernetes, model deployment, Docker, Jenkins, and monitoring tools like Prometheus.
Responsibilities :
- Design, build, and maintain MLOps pipelines to automate model training, validation, deployment, and monitoring.
- Containerize ML applications using Docker and manage deployments via Kubernetes.
- Integrate CI/CD pipelines using Jenkins for continuous delivery of ML models.
- Monitor and optimize the performance of models in production using tools like Prometheus.
- Collaborate with Data Scientists and DevOps teams to ensure smooth deployment and scaling of ML models.
Requirements :
- Minimum 3+ years of hands-on experience in MLOps practices.
- Strong working knowledge of Kubernetes, Docker, and CI/CD pipelines (Jenkins).
- Experience with monitoring tools such as Prometheus or similar.
- Solid understanding of model lifecycle management and deployment best practices.
- Proficient in Python or other scripting languages.
- Must be based in Bengaluru and open to working onsite from the client location.
Nice to Have :
- Experience with cloud platforms (AWS/GCP/Azure).
- Familiarity with MLflow, Kubeflow, or similar MLOps frameworks.
Functional Areas: Other
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