Staff Engineer, AI Infrastructure & MLOps
FRA - Rives de Paris, France
EUR 47K-47K (estimate) Senior-level Full Time
Tasks
- Architect cloud HPC and MLOps platforms
- Build Backstage plugins and APIs
- Build CI/CD pipelines
- Build model management feature store and inference services
- Build multi environment GPU FPGA clusters
- Create Python automation frameworks
- Define SLIs and SLOs
- Deploy with Docker and Kubernetes
- Develop developer platforms and reusable toolsets
- Drive incident response and disaster recovery
- Ensure HIPAA and FDA compliance
- Implement Backstage platform catalogs
- Implement infrastructure as code with Terraform
- Implement observability with Prometheus and Grafana
- Integrate MLflow and Kubeflow
- Mentor engineers and lead cross-functional teams
- Perform design documentation code reviews and testing automation
- Present technical proposals and contribute to open source
- Provision and manage cloud resources
- Serve machine learning models at scale
- Use PagerDuty for incident response
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Backstage | BentoML | CI/CD | Docker | Envoy | FDA | GCP | GRPC | Go | Grafana | HIPAA | Helm | Infrastructure as Code | KServe | Kubeflow | Kubernetes | MLflow | Microservices | PagerDuty | Prometheus | Python | REST | Seldon Core | Service Level | Service level indicators | Service-Level Objectives | TensorFlow Serving | Terraform | Torchserve | “as-code”
Education
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