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Senior Software Engineer, Machine Learning Systems (Multiple Positions)
Bytedance
San Jose, California, United States
🏢 Офис
Senior
Полная занятость
Продуктовая
Tech
Описание вакансии
Обязанности
•Build and maintain large scale training pipelines
•Deploy and maintain scalable machine learning infrastructure
•Design develop and optimize machine learning systems
•Develop distributed task scheduling
•Enhance ML training frameworks
•Implement cross layer optimization for ML workloads
•Improve reliability and throughput of distributed training
•Mentor interns and junior engineers
•Monitor and manage ML systems
•Optimize diffusion model training
•Optimize large language model training
Технологии: Cross-layer Optimization, Diffusion Models, Distributed Training, Distributed task scheduling, Heterogeneous computing, Language Models, Large Language Models, Machine Learning, Resource Management, System monitoring, Task Scheduling, Training pipelines