AI Performance Optimization Expert @ HUAWEI v Česko

Odpovědnosti

1. Lead performance optimization of AI models on Ascend NPUs, including performance analysis, bottleneck identification, and optimization implementation for both training and inference workloads.
2. Analyze performance bottlenecks of multimodal models and large language models (LLMs) on the Ascend platform, covering operators, kernels, memory access patterns, and scheduling; design and implement optimization strategies.
3. Develop and optimize critical operators/kernels, continuously improving execution efficiency, memory access patterns, parallelization strategies, and hardware resource utilization.
4. Research and apply advanced techniques such as auto-tuning, operator fusion, graph optimization, and scheduling optimization in real-world production scenarios.
5. Build and lead an NPU performance optimization team; communicate findings to cross-functional teams and leadership, and contribute to the evolution of next-generation Ascend NPU architecture.

O pozici / o projektu

Full time office work in Wola, Warsaw

• Private healthcare package. We offer premium private healthcare package for our employees.
• Sport Cards. Our employees can choose from many options within sport subscriptions and sport associations.
• Benefit Platform. You can choose your benefits on our Benefit Platform e.g.: cinema/theater tickets and discounts, shopping cards and many more.
• Special discounts for employees. We cooperate with various local companies to offer unique promotions only for our Employees.
• Office massages. It is a 15-minute chair-based.

Detail pracovní nabídky

• Ihned
• Nemožnost práce na dálku

Výhody

• Soukromá zdravotní péče
• Sportovní balíček
• Benefit Platform
• Benefit Platform.