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MLOPS Engineer- Coimbatore

3 - 7 years

0 Lacs

hyderabad telangana

Posted:1 day ago| Platform: Shine logo

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Skills Required

airflow kubernetes aws sagemaker azure ml studio gcp vertex ai pyspark azure databricks mlflow kubeflow github actions aws codepipeline aks terraform fast api

Work Mode

On-site

Job Type

Full Time

Job Description

As an MLOps Engineer, your role will involve researching and implementing MLOps tools, frameworks, and platforms for Data Science projects. You will work on activities to enhance MLOps maturity within the organization by introducing a modern, agile, and automated approach to Data Science. Additionally, you will conduct internal training and presentations on the benefits and usage of MLOps tools. Key Responsibilities: - Model Deployment, Model Monitoring, Model Retraining - Deployment pipeline, Inference pipeline, Monitoring pipeline, Retraining pipeline - Drift Detection, Data Drift, Model Drift - Experiment Tracking - MLOps Architecture - REST API publishing Qualifications Required: - Wide experience with Kubernetes - Operationalization experience with at least one popular MLOps framework or platform - Good understanding of ML and AI concepts with hands-on ML model development experience - Proficiency in Python for both ML and automation tasks, along with knowledge of Bash and Unix command line toolkit - Experience in CI/CD/CT pipelines implementation - Experience with cloud platforms, preferably AWS, would be advantageous,

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