MLOps Architect

2 weeks ago


Bengaluru, Karnataka, India NTT DATA North America Full time ₹ 15,00,000 - ₹ 25,00,000 per year

"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:

•    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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