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Virtusa
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DevOps-MLOps Engineer

DevOps-MLOps Engineer

Virtusa

0 years

0 Lacs

andhra pradesh india

Posted:4 days ago| Platform:

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Skills Required

devops data engineering learning containerization docker orchestration kubernetes code terraform ml model deployment tensorflow fastapi mlflow scripting programming python aws gcp azure sagemaker vertex ai kafka spark gitlab jenkins monitoring logging governance auditing testing

Work Mode

On-site

Job Type

Full Time

Job Description

Required Qualifications

Bachelors or Master degree in Computer Science, Data Engineering, Machine Learning, or related field.3 plus years of experience in DevOps, MLOps, or similar roles.Proficiency with containerization (Docker), orchestration (Kubernetes), and Infrastructure as Code (Terraform, CloudFormation).Experience with ML model deployment frameworks (TensorFlow Serving, TorchServe, FastAPI, BentoML, etc.).Hands on experience with ML lifecycle tools (MLflow, Kubeflow, DVC, Airflow).Strong scripting and programming skills (Python, Bash, etc.).Experience with cloud platforms (AWS GCP Azure) and relevant ML services (SageMaker, Vertex AI, etc.).Familiarity with data engineering workflows, streaming, and data pipelines (Kafka, Spark, etc.).Strong understanding of CI CD concepts and tools (GitLab CI, Jenkins, ArgoCD).

Preferred Qualifications

Experience with monitoring and logging tools (Prometheus, Grafana, ELK, Datadog).Knowledge of model governance, auditing, and regulatory requirements.Exposure to A B testing, shadow deployments, and canary releases for ML models.Certification in cloud platforms or DevOps practices is a plus.

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DevOps-MLOps Engineer