Sr. GPU Cloud K8S Expert (SRE SME)
bitdeer · Singapore
Job description
About the role
Bitdeer is looking for a senior expert to design, operate and scale GPU‑focused Kubernetes clusters for AI and high‑performance computing workloads. You will own the full lifecycle of GPU clusters, from provisioning bare‑metal servers to delivering reliable, multi‑tenant services.
Key responsibilities
- Build and maintain production Kubernetes clusters optimized for 100–10,000 GPUs.
- Configure Nvidia GPU operator, device plugins, MIG and time‑slicing policies.
- Implement topology‑aware scheduling, including GPU locality, NVLink and network rail affinity.
- Develop custom resource definitions (CRDs) for GPU workload lifecycle management.
- Integrate AI frameworks such as Slurm, Ray and Kubeflow on Kubernetes.
- Ensure multi‑tenant isolation with namespaces, network policies, quotas, RBAC and pod security standards.
- Provide Bare‑Metal as a Service (BMaaS) with automated provisioning, onboarding and reclamation.
- Create Terraform providers and modules for infrastructure‑as‑code across GPU clusters.
- Define and meet SLI/SLO targets for cluster availability, job completion and provisioning latency.
- Automate incident response, runbooks, monitoring (Prometheus, Grafana, Alertmanager) and alerting (PagerDuty).
Required profile
- 5+ years of Kubernetes operations experience, including at least 2 years managing GPU workloads.
- Deep knowledge of Nvidia GPU operator, device plugins and GPU scheduling in Kubernetes.
- Experience building multi‑tenant Kubernetes platforms with strong isolation guarantees.
- Background in bare‑metal provisioning and lifecycle automation (e.g., Ironic, MAAS).
- Strong SRE mindset with experience defining SLI/SLO frameworks and capacity planning.
Required skills
- Terraform, Helm and GitOps workflows (ArgoCD or Flux).
- Prometheus, Grafana, Alertmanager and PagerDuty for monitoring and alerting.
- Go or Python programming for operator and CRD development.
- Knowledge of AI framework integrations such as Slurm, Ray and Kubeflow.
What we offer
- A culture that values authenticity, diversity of thought and inclusive workspaces.
- Fast‑growing, global company with opportunities to network with industry pioneers.
- Direct impact on the future of digital assets and AI cloud services.
- Attractive welfare benefits, training, mentoring and rapid personal growth.
Questions fréquentes
Why are you reporting this job?
Explore further
Salaries, guides and searches in Singapore.
Salaries by job title
Apply in 30 seconds
Enter your email to apply. An account will be created automatically.
By continuing, you accept our terms of use.
Already have an account? Login
Published 3 hours ago
Expires 1 month from now
5 views · 0 interested
Boost your chances
Upload your CV — we will match you with relevant openings.
Analyzing your CV...
bitdeer
Singapore
Related job offers
-
Senior SRE & Automation Engineer – Customer‑Facing GPU Cloud
bitdeer Singapore -
Senior GPU Cloud Storage Solutions Engineer (SRE SME)
bitdeer Singapore -
IT Support Assistant – Contract to Permanent
MEINHARDT (SINGAPORE) PTE LTD Singapore -
Mobile Application Developer (Android)
BJAK Singapour -
Project Manager – Microsoft Dynamics 365 Customer Insights
Cognizant Singapour