Ml Ops Engineer 16/08/2025

3 weeks ago


Hyderabad, Telangana, India Cognizant Full time

MLOps EngineerKey words -Skillset AWS SageMaker Azure ML Studio GCP Vertex AI PySpark Azure Databricks MLFlow KubeFlow AirFlow Github Actions AWS CodePipeline Kubernetes AKS Terraform Fast API 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 Job Responsibilities xc2xb7 Research and implement MLOps tools frameworks and platforms for our Data Science projects xc2xb7 Work on a backlog of activities to raise MLOps maturity in the organization xc2xb7 Proactively introduce a modern agile and automated approach to Data Science xc2xb7 Conduct internal training and presentations about MLOps tools benefits and usage Required experience and qualifications xc2xb7 Wide experience with Kubernetes xc2xb7 Experience in operationalization of Data Science projects MLOps using at least one of the popular frameworks or platforms e g Kubeflow AWS Sagemaker Google AI Platform Azure Machine Learning DataRobot DKube xc2xb7 Good understanding of ML and AI concepts Hands-on experience in ML model development xc2xb7 Proficiency in Python used both for ML and automation tasks Good knowledge of Bash and Unix command line toolkit xc2xb7 Experience in CI CD CT pipelines implementation xc2xb7 Experience with cloud platforms - preferably AWS - would be an advantage


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