About the job
Core
Lead Platform Engineering & SRE to transition and operate SK BioPharm's AI Platform in production, connecting GPU/distributed computing environments with AI development models.
Role type
Senior IC Platform Engineering & SRE Lead (MLOps/Infra)
Builds
Cloud-native MLOps platform, training/deployment pipelines, GPU cluster infrastructure, and observability systems for enterprise AI models.
Domain
Biotechnology/AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Cloud-native MLOps architecture, Kubernetes, Docker, Linux, AWS, GPU cluster management, distributed computing, ML CI/CD, Model Registry, Observability (Prometheus, Grafana, OpenTelemetry), Incident management, Capacity planning
Preferred skills
Enterprise AI platform production transition, Distributed learning optimization, Regulatory industry data experience, NVIDIA/AWS/Kubernetes certifications
Technologies
Kubernetes, Docker, Linux, AWS, MLflow, Kubeflow, Argo, Jenkins, GitHub Actions, Prometheus, Grafana, OpenTelemetry, CUDA, NCCL, Slurm
Responsibilities
Design and operate Cloud-native ML Ops Architecture; Build and manage Model Training, Deployment, and Rollback Pipelines; Manage GPU Cluster, Scheduler, and Resource Quotas; Establish Observability, Alerting, and Incident Response systems; Collaborate with internal AI orgs and vendors on automation and standards.
Seniority
Senior, hands-on IC with leadership responsibilities