The opportunity
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.
What you'll do
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.
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
What they're looking for
- 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.
