Data Scientist（LLM）

Role Summary

Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world’s largest digital-asset exchange.

Our mission is to accelerate cryptocurrency adoption and increase the freedom of money.

If you’re looking for a fast-paced, mission-driven organization where opportunities to learn and excel are endless, then Binance is the place for you.

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.

Requirements

• 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.

Preferred Qualifications

• Experience in NLP and LLM technologies.
• Publications in top-tier venues, such as KDD, CVPR, NeurIPS, ICLR, ICML, EMNLP, ACL, ECCV, ICCV, etc.