MLOps Architect

2 weeks ago


India NTT DATA 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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