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职位Binance

LLM Applied Data Scientist (RAG/ NLP)

Binance

LLM Applied Data Scientist (RAG/ NLP)

Binance

Taiwan, Taipei

·

On-site

·

Full-time

·

1mo ago

必备技能

Large Language Models

NLP

Machine Learning

Reinforcement Learning

Python

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users.

We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products.

Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more.

We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

About the Role:

We are seeking a highly skilled Research Scientist/Engineer to advance the reasoning and planning capabilities of large foundation models.

In this role, you will enhance model performance across the entire development lifecycle—including data acquisition, supervised fine-tuning (SFT), reward modelling, and reinforcement learning—while driving innovations in reasoning and decision-making.

You will synthesise large-scale, high-quality datasets through rewriting, augmentation, and generation techniques to strengthen foundation models during pretraining, SFT, and RL stages. A key part of the role involves solving complex tasks using System 2 thinking and applying advanced decoding strategies such as MCTS and A.

You will design and implement robust evaluation methodologies, teach models to interact with external tools, APIs, and code interpreters, and build agents and multi-agent systems capable of addressing sophisticated real-world problems.

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关于Binance

Binance

Binance

Series B

Binance is a global cryptocurrency exchange platform that enables users to trade digital assets and cryptocurrencies. The company also provides blockchain infrastructure services and financial products in the cryptocurrency ecosystem.

1,001-5,000

员工数

Dubai

总部位置

$300B

企业估值

评价

3.6

10条评价

工作生活平衡

2.3

薪酬

4.2

企业文化

2.8

职业发展

3.5

管理层

2.5

65%

推荐给朋友

优点

High compensation and good pay

Learning and growth opportunities

Innovative technology and interesting projects

缺点

High pressure and stressful environment

Poor work-life balance and long hours

Management issues and lack of direction

薪资范围

6个数据点

Junior/L3

L2

L3

L4

L5

L6

Junior/L3 · Data Scientist

0份报告

$87,572

年薪总额

基本工资

-

股票

-

奖金

-

$74,436

$100,708

面试经验

5次面试

难度

3.8

/ 5

时长

14-28周

录用率

20%

体验

正面 0%

中性 20%

负面 80%

面试流程

1

Application/Assessment

2

Technical Challenge/HackerRank

3

Interview(s)

4

System Design/Take-home Assignment

常见问题

Technical coding challenges

System design problems

Take-home assignments

Phone/behavioral interviews