Data Scientist（LLM）
at Binance
Posted 3 hours ago
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**Data Scientist (LLM) - Binance** Binance, the global leader in blockchain ecosystem and crypto infrastructure, seeks an experienced **Data Scientist (LLM)**. You'll conduct innovative research on emerging LLM technologies like large language models, fine-tuning, and knowledge-grounded dialogue systems. Enhance foundation model performance through data acquisition, model evaluation, and reinforcement learning. Explore new AI-powered products for Binance. A Master's or PhD in relevant technical fields, coupled with 3-5 years of industry experience in ML model development, is required. Strong research background in LLMs and multi-modal understanding essential. Stay updated with AI's latest advancements. Join Binance to accelerate crypto adoption and increase financial freedom.
Responsibilities:
- Conduct research on cutting-edge LLM technologies, including but not limited to: large language models and fine-tuning techniques, retrieval-augmented generation (RAG), prompt engineering, and knowledge-grounded dialogue systems.
- Enhance overall performance for foundation models, encompassing data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning.
- Explore new downstream products with AI and AI agent technologies at their core for Binance products.
- Stay up-to-date with the latest academic and industrial advancements in AI, LLMs, etc.
Qualifications:
- Master’s or PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- At least 3-5 years of relevant industry experience in developing Machine Learning models at scale from inception to business impact
- Research experience in LLMs, multi-modal understanding, vision and language, and other related topics.
- Highly competent in algorithms and programming; strong coding skills in Python, C/C++, etc.
- Experience in NLP and LLM technologies.
- Publications in top-tier venues, such as KDD, CVPR, NeurIPS, ICLR, ICML, EMNLP, ACL, ECCV, ICCV, etc.
