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Binance
Binance

Data Scientist（LLM）

Taiwan
Full-Time
Hybrid

TLDR

Conduct research on cutting-edge LLM technologies while enhancing performance for foundation models and exploring new AI-driven products.

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.
    • Binance
    Binance

    Binance builds a comprehensive blockchain ecosystem centered around the largest cryptocurrency exchange globally, serving over 300 million users across more than 100 countries. We deliver a diverse range of financial services that encompass trading, payments, and institutional offerings, all backed by robust security and transparency. Our mission is to leverage the power of digital assets to enhance financial access and promote the freedom of money worldwide.

    Founded
    Founded 2017
    Employees
    11-50 employees
    Industry
    Internet Software & Services
    Total raised
    $10M raised
    View company profile
    Data Scientist