Web3 Data PHD Jobs in Singapore, APAC

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.About Binance Accelerator ProgramBinance Accelerator Program is a concise fixed-term program designed for Early Career Talent to have an immersive experience in the rapidly expanding Web3 space. You will be given the opportunity to experience life at Binance and understand what goes on behind the scenes of the worlds’ leading blockchain ecosystem. Alongside your job, there will also be a focus on networking and development, which will expand your professional network and build transferable skills to propel you forward in your career. Learn about BAP Program HEREWho may applyCurrent university students and recent graduates

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:

• Currently pursuing a Master’s or PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
• 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.
• Maintain ongoing work authorization during employment.
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.