Data Scientist (LLM)
Job Summary
Job Description
Binance, a leading global blockchain ecosystem and cryptocurrency infrastructure provider, is seeking a Data Scientist with expertise in Large Language Models (LLMs). The role involves researching cutting-edge LLM technologies like fine-tuning, RAG, prompt engineering, and knowledge-grounded dialogue systems. Responsibilities include enhancing foundation model performance through data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning. The position also entails exploring new AI and AI agent-based products for Binance offerings and keeping abreast of the latest advancements in AI and LLMs.
Must have:
- Research LLM technologies (fine-tuning, RAG, prompt engineering)
- Enhance foundation model performance (data acquisition, evaluation)
- Explore new AI products
- Stay updated on AI/LLM advancements
- Experience in NLP and LLM technologies
Good to have:
- Publications in top-tier AI/ML venues
2 skills required
Job Details
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.
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.
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About The Company
Binance is the world’s leading blockchain ecosystem and cryptocurrency infrastructure provider with a product suite that includes the world's largest digital asset exchange and much more.
Trusted by over 200 millions of users worldwide, the Binance platform is dedicated to increasing the freedom of money for users, and features an unmatched portfolio of crypto products and offerings, including: trading and finance, education, data and research, social good, investment and incubation, decentralization and infrastructure solutions, and more.
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