Algorithms, Analysis Skills, C Programming Language, C++ Programming Language, Communication Skills, Computer Science, Construction, Data Structures, Deep Learning, Emerging Technology, Machine Learning, Mathematics, Memory Hardware, Modeling Languages, Onboarding, Problem Solving Skills, Python Programming/Scripting Language, Scientific Research, Team Player, Use Cases
About the team
The Seed LLM team is dedicated to advancing the next generation of LLMs and solving fundamental challenges in LLM development. Our areas of focus include model pretraining, posttraining, inference, memory capabilities, learning, interpretability and other related directions. We dive deep into the latest technologies and create comprehensive solutions from concept to completion. In our endeavor to adopt LLMs in real-life scenarios, we explore methods to enhance applications through technological innovation.
Responsibilities
- Explore large-scale models and optimize systems.
- Data construction, instruction tuning, preference alignment, and model optimization.
- Improving relevant model capabilities, such as reasoning, code, math, etc.
- In-depth research and exploration of future use cases.
Minimum Qualifications:
- Currently pursuing a PhD in computer science, mathematics, engineering, or a related field, with an expected graduation date in 2027 and the ability to commit to an onboarding date by the end of 2027.
- Excellent coding ability, data structures, and fundamental algorithm skills, proficient in C/C++ or Python, etc.
- Experienced with large-scale model training, deep learning and machine learning algorithms.
- Excellent problem analysis and solving skills, able to deeply solve problems in large-scale model training and application.
Preferred Qualifications:
- Candidates who have led influential projects or papers in the field of large-scale models are preferred
- Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.
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Beijing ByteDance Technology Co Ltd