Bitdeer (NASDAQ: BTDR)
Staff AI Scheduling & Orchestration Engineer
San Jose, CA · Staff+
Sponsorship not specifiedDetected 59 days ago
Node.jsDistributed SystemsKubernetesTerraformPyTorchLogisticsProcurementSystems EngineeringElectrical EngineeringLeadershipCommunication
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Lottery odds40
Fits your clock70
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About the role
- Bitdeer is a world-leading technology company for AI and Bitcoin mining infrastructure.
- Standard Kubernetes scheduling is insufficient for the demands of large-scale AI; you will be responsible for eliminating "GPU stranding" and maximizing utilization across our expensive compute fleets.
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.
- Leverage Kubernetes Dynamic Resource Allocation (DRA) and custom scheduler plugins to manage complex accelerator requests natively.
- Architect topology-aware pod placement strategies that optimize for low-latency communication via NVLink and InfiniBand fabrics.
- Implement automated GPU sharing technologies (e.g., MIG, time-slicing) and multi-tenancy isolation policies to maximize cluster-wide utilization.
- Collaborate with the GPU Systems and Storage teams to ensure the scheduling layer is tightly integrated with bare-metal hardware and storage I/O patterns.
- Drive the reliability and scalability of the scheduling stack, resolving resource contention and deadlock scenarios in large-scale HPC environments.
- Mentor junior engineers and conduct design reviews to maintain architectural excellence in our orchestration layer.
Requirements
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
- Extensive experience with AI workload execution patterns and distributed training frameworks (e.g., PyTorch Distributed, Ray, MPI).
Skills
- 6+ years of distributed systems engineering, with deep, hands-on expertise in Kubernetes scheduling frameworks and orchestrators.
Company info
- Bitdeer also offers advanced cloud capabilities to customers with high demand for artificial intelligence.
- Headquartered in Singapore, Bitdeer has deployed data centers across multiple countries, including the United States, Norway, Bhutan, and Ethiopia.
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