42 минуты назад
AI Performance Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Performance Engineer (C++/Python): Characterizing, analyzing, and optimizing state-of-the-art AI models running on Cerebras Wafer Scale Engine hardware with an accent on performance modeling, kernel optimization, and compiler algorithms. Focus on debugging runtime performance across systems and clusters, improving inference throughput and compute utilization, and building tools to visualize performance data.
Location: On-site at the Sunnyvale headquarters or Toronto office
Company
Systems develops large-scale AI hardware and software based on its Wafer Scale Engine architecture for high-speed model training and inference.
What you will do
- Bring up and optimize performance on new generations of the Wafer Scale Engine.
- Build kernel-level and end-to-end performance models for state-of-the-art and customer machine learning models.
- Optimize and debug kernel microcode and compiler algorithms to improve inference speed, throughput, and compute utilization.
- Debug and analyze runtime performance across systems and compute clusters.
- Develop tools and infrastructure to visualize performance data from the Wafer Scale Engine and compute clusters.
Requirements
- Bachelor’s, master’s, or PhD degree in Electrical Engineering or Computer Science.
- Strong background in computer architecture.
- Understanding of low-level deep learning and LLM mathematics.
- At least 3 years of relevant experience in computer architecture, CPU/GPU performance, kernel optimization, or HPC.
- Experience with CPU/GPU simulators and performance profiling or debugging of system pipelines.
- Comfortable programming in C++ and Python, with strong analytical and problem-solving skills.
Culture & Benefits
- Opportunity to build an AI platform beyond GPU constraints.
- Ability to publish and open-source AI research.
- Work with a high-performance AI supercomputer platform.
- Job stability combined with startup vitality.
- Non-corporate culture focused on individual beliefs, continuous learning, growth, and inclusion.
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