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LLM Applied Data Scientist (RAG/ NLP)

Binance

LLM Applied Data Scientist (RAG/ NLP)

Binance

Taiwan, Taipei

·

On-site

·

Full-time

·

1w ago

Required Skills

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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About 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

Employees

Dubai

Headquarters

$300B

Valuation

Reviews

3.3

10 reviews

Work Life Balance

2.3

Compensation

2.8

Culture

2.6

Career

3.2

Management

2.1

35%

Recommend to a Friend

Pros

Good benefits and bonuses

Learning opportunities and growth potential

Flexible work arrangements and remote work

Cons

Poor management and leadership issues

Low compensation relative to workload

Poor work-life balance and excessive hours

Salary Ranges

3 data points

Junior/L3

L2

L3

L4

L5

L6

Junior/L3 · Business Analyst

0 reports

$120,600

total / year

Base

-

Stock

-

Bonus

-

$102,510

$138,690

Interview Experience

5 interviews

Difficulty

3.8

/ 5

Duration

14-28 weeks

Offer Rate

20%

Experience

Positive 0%

Neutral 20%

Negative 80%

Interview Process

1

Application/Assessment

2

Technical Challenge/HackerRank

3

Interview(s)

4

System Design/Take-home Assignment

Common Questions

Technical coding challenges

System design problems

Take-home assignments

Phone/behavioral interviews