20 дней назад
Senior AI Scheduling & Orchestration Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Scheduling & Orchestration Engineer (Kubernetes/HPC): Designing and operating scheduling and orchestration systems for large-scale AI workloads with an accent on gang scheduling, accelerator allocation, topology-aware placement, and GPU sharing. Focus on solving resource contention and deadlock scenarios, scaling HPC scheduling stacks, and integrating orchestration with GPU hardware and storage systems.
Location: Singapore, SG
Company
is a technology company focused on Bitcoin mining, AI cloud, ASIC manufacturing, datacenter operations, and high-performance computing infrastructure.
What you will do
- Design and implement batch scheduling architectures with Volcano or YuniKorn for multi-node gang scheduling.
- Develop cluster-wide admission control and job queueing with Kueue for high-volume AI workloads.
- Use Kubernetes Dynamic Resource Allocation and custom scheduler plugins for accelerator requests.
- Build topology-aware pod placement strategies for NVLink and InfiniBand environments.
- Implement GPU sharing with MIG and time-slicing, alongside multi-tenancy isolation policies.
- Improve scheduling reliability and scalability, resolve resource contention and deadlocks, and collaborate with GPU Systems and Storage teams.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or a related field.
- 6+ years of distributed systems engineering experience with hands-on expertise in Kubernetes scheduling frameworks and orchestrators.
- Experience with AI workload execution and distributed training frameworks such as PyTorch Distributed, Ray, or MPI.
- Experience operating, debugging, and scaling scheduling stacks in HPC or large-scale production cloud environments.
- Strong knowledge of GPU architectures and scheduling challenges for distributed AI training and inference.
- Experience with infrastructure automation and infrastructure-as-code, including Terraform or Go-based Operators, plus technical leadership and communication skills.
Culture & Benefits
- Inclusive environment valuing authenticity and diverse perspectives.
- Startup-oriented culture within a fast-growing company.
- Opportunities to contribute to new projects and digital asset industry infrastructure.
- Autonomy, personal accountability, professional growth, training, and mentoring.
- Welfare benefits and developmental opportunities.
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