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채용Binance

Research Scientist - LLM Foundation Models

Binance

Research Scientist - LLM Foundation Models

Binance

Taiwan, Taipei

·

On-site

·

Full-time

·

1mo ago

필수 스킬

Machine Learning

Deep Learning

Reinforcement Learning

LLM Development

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.

총 조회수

0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

Binance 소개

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

직원 수

Dubai

본사 위치

$300B

기업 가치

리뷰

3.6

10개 리뷰

워라밸

2.3

보상

4.2

문화

2.8

커리어

3.5

경영진

2.5

65%

친구에게 추천

장점

High compensation and good pay

Learning and growth opportunities

Innovative technology and interesting projects

단점

High pressure and stressful environment

Poor work-life balance and long hours

Management issues and lack of direction

연봉 정보

6개 데이터

Junior/L3

L2

L3

L4

L5

L6

Junior/L3 · Data Scientist

0개 리포트

$87,572

총 연봉

기본급

-

주식

-

보너스

-

$74,436

$100,708

면접 경험

5개 면접

난이도

3.8

/ 5

소요 기간

14-28주

합격률

20%

경험

긍정 0%

보통 20%

부정 80%

면접 과정

1

Application/Assessment

2

Technical Challenge/HackerRank

3

Interview(s)

4

System Design/Take-home Assignment

자주 나오는 질문

Technical coding challenges

System design problems

Take-home assignments

Phone/behavioral interviews