机器学习训练框架研发专家-Seed Model
Core
Research and development of ByteDance's machine learning training framework to serve all company products.
Role type
Senior IC machine learning infrastructure engineer
Builds
Machine learning training framework components and optimizations
Domain
AI infrastructure / Distributed systems
Deliverable
production ML models
Required skills
C/C++, Python, Linux, GPU programming, compiler technology, high-performance networking, distributed storage, cluster scheduling
Preferred skills
Deep learning model architecture (ResNet, BERT, GAN, RL, GNN, AutoML), hardware-software co-design, mathematical analysis of optimization algorithms
Responsibilities
Abstract, design, optimize, and implement underlying framework components; Collaborate with algorithm teams for joint system optimization
Seniority
Senior, hands-on IC
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