HPC Systems Manager
3 weeks ago
We are seeking a highly skilled and experienced HPC Systems Manager to join our team at KLA-TENCOR (SINGAPORE) PTE. LTD. as a key member of our AI Systems and High-Performance Computing team.
Key Responsibilities- Technical Leadership
- Lead a team of engineers and system architects to develop the platform for deep learning training and inference.
- Define the technical vision, strategy, and roadmap for deep learning and AI systems within the HPC domain.
- Design and optimize AI infrastructure.
- Collaborate with hardware and software teams to design and optimize AI infrastructure.
- Ensure seamless integration of AI workloads with existing HPC clusters.
- GPU Cluster Management and Scalability
- Oversee the management of GPU-based clusters.
- Scale AI infrastructure to handle large-scale training and inferencing workloads.
- Performance Tuning and Benchmarking
- Drive performance improvements by analyzing bottlenecks and optimizing system components.
- Benchmark AI models and algorithms on HPC clusters.
- Collaboration and Communication
- Work closely with product managers, researchers, and stakeholders to align AI initiatives with business goals.
- Communicate technical progress, risks, and opportunities to senior leadership.
- Proven track record in managing engineering teams, preferably in AI, HPC, or related fields.
- Familiarity with AI frameworks (TensorFlow, PyTorch, etc.) and HPC tools (Slurm, OpenMPI, etc.).
- Strong understanding of GPU architectures, CUDA programming, and parallel computing.
- Knowledge of containerization (Docker, Kubernetes) and cloud-based AI deployments.
- Ability to mentor and develop team members.
- Excellent decision-making, problem-solving, and conflict resolution skills.
- Effective communication across technical and non-technical stakeholders.
- Experience presenting technical concepts to executive leadership.
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