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MLOps Architect - AI Platform & Pipeline Ops
NTT DATA Servicesbangalore, India6 hours ago
Job descriptionStrong 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"
"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 lifecycle
Required Skills :
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Ai Platform Architect • bangalore, India