ByteDance - San Jose, CA
posted 1 day ago
About the position
Founded in 2023, the ByteDance Doubao (Seed) Team is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements. With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US. Leveraging substantial data and computing resources and through continued investment in these domains, we have developed a proprietary general-purpose model with multimodal capabilities. In the Chinese market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and is available to external enterprise clients via Volcano Engine. Today, the Doubao app stands as the most widely used AIGC application in China. Why Join Us: Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.
Responsibilities
- Research and develop our machine learning systems, including heterogeneous computing architecture, management, scheduling, and monitoring.
- Manage cross-layer optimization of system and AI algorithms and hardware for machine learning (GPU, ASIC).
- Implement both general purpose training framework features and model specific optimizations (e.g. LLM, diffusions).
- Improve efficiency and stability for extremely large scale distributed training jobs.
Benefits
- Hands-on experience in developing fundamental skills
- Exploring potential career paths
- Social events and enriching development workshops
- Strong foundation for personal and professional growth
