MLOps Architect

5 days ago


Bengaluru, India NTT DATA Services Full time

"Key Responsibilities:•    Build and maintain ML pipelines for training, validation, deployment, and monitoring•    Implement CI/CD for ML artifacts, including data versioning and model registries•    Monitor model performance and drift; trigger retraining workflows as needed•    Manage infrastructure (cloud, containerized, on-prem) for high-availability AI services•    Collaborate with data, ML, and ops teams to deliver frictionless MLOps lifecycleRequired Skills:•    Strong knowledge of MLOps tools (MLflow, Kubeflow, SageMaker, Vertex AI)•    Proficiency in Python, Bash, Docker, and Kubernetes•    Familiarity with cloud infra (AWS/GCP/Azure) and IaC (Terraform, CloudFormation)•    Experience in model monitoring, logging, and alerting•    Bonus: experience in BPS / regulated domains with compliance-aware deployment"



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