5 часов назад
GPU Performance Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
GPU Performance Engineer (AI): Designing and implementing improvements to large-scale model training and serving infrastructure with an accent on GPU performance, distributed compute, and post-training workflows. Focus on profiling GPU-accelerated workloads, optimizing bottlenecks, scaling training jobs across compute clusters, and improving reinforcement learning and fine-tuning systems.
Location: US, UK, Singapore; remote
Company
is a globally distributed foundation model startup building multimodal artificial intelligence for organizations and businesses.
What you will do
- Design and implement improvements to large-scale model training infrastructure.
- Make technical decisions that optimize model performance.
- Improve post-training workflows, including reinforcement learning and fine-tuning.
- Increase the efficiency and scalability of model serving infrastructure.
- Profile GPU-accelerated workloads, identify bottlenecks, and implement performance tuning techniques.
Requirements
- Strong engineering skills with fluency in Python and PyTorch or comparable frameworks.
- Experience implementing and training large deep learning models.
- Experience writing and debugging low-level GPU code with CUDA and C++.
- Experience scaling GPU jobs on large compute clusters such as Slurm or Kubernetes.
- Demonstrated ability to analyze and optimize GPU-accelerated workloads.
Culture & Benefits
- Remote-first work environment with a globally distributed team.
- Collaboration with engineers, researchers, and operators from leading AI organizations and startups.
- Access to advanced software and hardware for training state-of-the-art models.
- Open and inclusive culture that values diverse perspectives.
- Five weeks of paid leave and comprehensive healthcare benefits, including vision and dental.
- Visa assistance, including H1B and OPT transfers, is available for US employees.
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