Research Scientist - LLM Foundation Models job opportunity at Binance.

PhD

Taipei, Taiwan

Taipei....Taiwan

summarize with Ai

Reasoning and planning for foundation models: Enhance reasoning and planning throughout the entire development process, including data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning, to improve overall performance. Synthesize large-scale, high-quality data using methods such as rewriting, augmentation, and generation to improve the capabilities of foundation models in various stages (pretraining, SFT, RL). Solve complex tasks using system 2 thinking and leverage advanced decoding strategies such as MCTS, A*. Investigate and implement robust evaluation methodologies to assess model performance at various stages. Teach foundation models to use tools, interact with APIs, and code interpreters. Build agents and multi-agent systems to solve complex tasks. __ Requirements Proficiency in research experience with RL, LLM, and familiarity with large-scale model training is preferred. Proficiency in data structures and fundamental algorithm skills, and fluency in Python or C++/Java. Experience with influential projects or papers in RL, NLP, or Deep Learning is preferred. Excellent problem analysis and problem-solving skills, capable of deeply addressing challenges in large-scale #model #training and #application. Good communication and collaboration skills, with the ability to explore new technologies with the team and promote technological progress.