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Key Responsibilities:
- Design and implement advanced batch scheduling architectures using frameworks like Volcano or YuniKorn to support multi-node gang scheduling.
- Develop and manage cluster-wide admission control and sophisticated job queueing mechanisms utilizing Kueue to manage high-volume AI workload traffic.
- Architect topology-aware pod placement strategies that optimize for low-latency communication via NVLink and InfiniBand fabrics.
Qualifications:
- 6+ years of distributed systems engineering with deep expertise in Kubernetes scheduling frameworks.
- Extensive experience with AI workload execution patterns and distributed training frameworks (e.g., PyTorch Distributed, Ray, MPI).
- Strong knowledge of GPU hardware architectures and scheduling challenges related to distributed AI training.
Our Technology Stack:
- Kubernetes scheduling frameworks (Volcano, YuniKorn, Kueue) and Dynamic Resource Allocation.
- Infrastructure automation with Terraform and Go-based Operators.
- High-performance computing (HPC) environments with NVLink and InfiniBand interconnects.
Bitdeer
Bitdeer provides comprehensive Bitcoin mining solutions and AI computational infrastructure. The company operates globally with data centers in multiple countries and focuses on AI and blockchain technology.