Mô Tả Công Việc
Moreh is seeking engineers to join our team in developing AI software stacks for large-scale deep neural networks, cluster systems, and cloud infrastructure. Our framework is highly optimized for both training and inference across a variety of model architectures, such as large language models (e.g., DeepSeek, Llama) and multi-modal models (e.g., Stable Diffusion and Open-sora). Moreh's GPU software engineers tackle a variety of technical challenges to quickly run AI applications on different accelerator hardware, including GPUs and NPUs.
Implement and optimize various artificial neural network layers and tensor operations using OpenCL, CUDA, and other technologies
Develop performance prediction and analysis models for tensor operations and different accelerators
Create code generators and auto-tuners to generate and select the optimal kernel code for various GPU architectures
Utilize GPU components specialized for AI applications, such as matrix multiplication units and high-speed interconnects between GPUs
Develop efficient communication libraries for GPU-to-GPU communication, including communication between GPUs on different nodes.
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Yêu Cầu Công Việc
Qualifications
Bachelor's degree in Computer Science or related field (or equivalent experience) with a high GPA or excellent academic performance
Proficiency in C++ and software development
Experience with OpenCL or CUDA development, and a solid understanding of GPU architecture
In-depth understanding of computer systems
Proficient in English.
Preferences
Extraordinarily brilliant individuals (e.g., IMO/IOI Medalists, ICPC, National Olympiad in Informatics/Math, etc.)
Preferential support for professional research personnel
Master's/Doctoral degree in computer systems or related fields
Experience in parallelizing/optimizing AI/HPC applications on GPUs, with a history of related paper publications
Experience developing programs for GPU clusters using MPI, NCCL, etc.
Participation in large-scale software development based on C++
Basic knowledge of deep learning and experience implementing artificial neural network models
History of paper submissions to major academic conferences (e.g., ASPLS, HPDC, ISCA, Micro, PACT, PLDI, PPoPP, SC) and other research experience.
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Hình thức
Full-time
Quyền Lợi
Attractive Benefits
Full-time salary during training: Competitive pay from day one
Training and cultural experience in Korea: Learn at one of the world’s leading academic hubs
Fully covered expenses: Visa fees, transportation, meals, and accommodation provided
Opportunity for permanent employment: Exceptional participants may secure a permanent position with Moreh.
Unique Program Structure
In-depth learning and development: Enhance expertise in advanced GPU and AI technologies
International projects and tasks: Gain global experience and broaden your horizons
Study and practice at Seoul National University: Learn in a premier academic setting while exploring Korean culture
Guidance from experts: Receive mentorship from Moreh Vietnam and Seoul National University.
Mức lương
Thỏa thuận
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