Data Scientist（LLM）

Location
Taiwan, Taipei

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.

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.

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.

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.