Principal Platform Engineer
Tasks
- Architect cloud infrastructure
- Automate model training, testing, and deployment
- Build CI/CD pipelines for machine learning
- Deploy and maintain Kubernetes clusters
- Design elastic scaling infrastructure
- Implement model observability
- Maintain GitOps workflows
- Manage infrastructure as code
- Manage secrets and identity integrations
- Monitor model drift accuracy latency and performance
- Monitor production system health
- Operate production machine learning workloads
- Participate in on-call rotation
- Set up networking and security perimeters
Perks/Benefits
- N/A
Skills/Tech-stack
API Gateway | Airflow | Ansible | Argo Workflows | ArgoCD | Auth0 | BigQuery | ClickHouse | Cloud SQL | Cloud platform | Dex | Elasticsearch | Feature Store | GKE | GitHub Actions | GitOps | Google Cloud | Google Cloud Platform | Grafana | Helm | IAM | Istio | Jenkins | Kong | Kubernetes | Kustomize | Latency monitoring | Loki | MLflow | Model Drift | Model Monitoring | NVIDIA Triton | Observability | Organization Policies | PostgreSQL | SOPs | Secrets management | Secure networking | Terraform | VLLM | VPC | VPC SC
Education
N/A
Roles
Engineer | Platform | Platform Engineer | Principal | Principal Platform Engineer
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