Data Scientist（LLM）

Binance
Taiwan, Hong Kong, Asia
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 3-5 yearsEducation: mastersSkills: ["Python","C/C++","LLM","NLP","RAG","Prompt engineering","Reinforcement learning","SFT"]

Design and advance research on large language models (LLMs) at Binance, optimizing model performance, data pipelines, and evaluation. You will explore RAG, prompt engineering, and knowledge-grounded dialogue, while shaping downstream AI products and staying current with academic and industrial AI advances. Collaborate with a cross-functional team in Data Science/AI to deliver scalable ML solutions that impact Binance products.

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FursaFursa
Binance
Binance
1 year ago

Data Scientist（LLM）

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Source: Company careers pageValidated by: Fursa AI
Last checked: 21 hours agoStatus: Live

Job Summary

Design and advance research on large language models (LLMs) at Binance, optimizing model performance, data pipelines, and evaluation. You will explore RAG, prompt engineering, and knowledge-grounded dialogue, while shaping downstream AI products and staying current with academic and industrial AI advances. Collaborate with a cross-functional team in Data Science/AI to deliver scalable ML solutions that impact Binance products.
Location: Taiwan, Hong Kong, Asia
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Conduct research on cutting-edge LLM technologies, including large language models, 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 the core for Binance products.
  • •Stay up-to-date with the latest academic and industrial advancements in AI, LLMs, etc.
  • •Collaborate with a cross-functional Data Science/AI team to deliver scalable ML solutions that impact Binance products.

Key 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.
  • •Experience in NLP and LLM technologies (Preferred).
Experience:3-5 yearsLLMNLPAI
Education:Master's
Skills:PythonC/C++LLMNLPRAGPrompt engineeringReinforcement learningSFT
Tech Stack:PythonC/C++LLMNLPRAGPrompt engineeringReinforcement learningSFT

Company Brief

Binance
Operates one of the world’s largest cryptocurrency exchanges, offering spot and derivatives trading, a native token (BNB), wallet services, staking, and a broad suite of crypto financial products and infrastructure.
Industry: Trading Platforms
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Valuation: Unicorn (USD 1B+)
Funding: Bootstrapped
Headquarters: George Town, Cayman Islands
Founded: 2017
WebsiteLinkedIn