About this role
Builds and operates CI/CD, infrastructure automation, and ML lifecycle capabilities on GCP from experimentation to production using Azure DevOps, Terraform, Kubernetes, and Vertex AI; collaborates with data science and engineering teams and supports migration, observability, security, and cost optimization.
Skills for this role
Azure DevOpsYAML pipelinesAzure ReposAzure ArtifactsService connectionsApproval gatesGKECloud RunVertex AIBigQueryCloud StorageComposerIAMTerraformInfrastructure as CodeDockerKubernetesHelmPythonShell scriptingSQLVertex AI PipelinesKubeflowAirflowMLflowExperiment trackingFeature engineeringModel validationDrift monitoringModel retraining strategies''Cloud Monitoring''Prometheus''Grafana''ELK (Elk