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4 hours ago
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Related skills

terraform kubernetes gcp airflow istio

📋 Description

  • Architect and lead infra for the Production ML platform on Google Cloud.
  • Build elastic, secure, and resilient ML systems.
  • Automate model deployment and networking perimeters.
  • Create a paved road for engineers with scalable tooling.
  • Collaborate across data/ML, backend, and frontend teams.
  • Implement ML observability and model health monitoring.

🎯 Requirements

  • Senior with 8-10+ yrs in DevOps/Platform Eng; 2+ yrs prod ML.
  • Deep GCP (VPC-SC, IAM, Org Policies) and GKE (Helm, Kustomize, ArgoCD).
  • Istio (VirtualServices, mTLS) and Kong API Gateways.
  • Terraform with Atlantis/GitOps.
  • Secrets/Identity: Auth0, Dex, ESO, or SOPS.
  • Airflow in production; ML serving (Triton, vLLM, MLflow).
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