Data Scientist - LLM (Customer Service) at Binance

Taipei, Taiwan

Binance Logo
Not SpecifiedCompensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
Blockchain, CryptocurrencyIndustries

Requirements

Candidates should possess a Master's degree or higher in Computer Science, Data Science, Statistics, Mathematics, Computational Linguistics, or a related field, along with a minimum of 3 years of relevant industry experience in AI/ML. They should have hands-on experience in machine learning, particularly with large language models (LLMs) and generative artificial intelligence, and proficiency in programming languages such as Python and Java, alongside experience with machine learning libraries like TensorFlow, PyTorch, Scikit-learn, SpaCy, and NLTK. Experience in the customer service field is required, and knowledge of the customer service scheduling process is necessary, with experience in related projects being preferred.

Responsibilities

The Data Scientist - LLM (Customer Service) will be responsible for researching and implementing algorithms for customer service scheduling optimization, developing and fine-tuning Large Language Models (LLMs) to derive actionable insights and enhance business decision-making processes, working as prompt engineers to refine prompt design for more accurate outputs, creating scalable and robust LLM/RAG frameworks tailored to customer service scheduling, and fostering innovation to maintain a competitive market edge.

Skills

Python
Java
TensorFlow
PyTorch
Scikit-learn
SpaCy
NLP
Machine Learning
Large Language Models
RAG

Binance

Cryptocurrency exchange for trading and earning

About Binance

Binance is a cryptocurrency exchange platform where users can buy, sell, and trade a variety of cryptocurrencies, including Bitcoin and Ethereum. It offers multiple trading options such as Spot, Margin, and Futures markets, along with a peer-to-peer service for direct transactions. Users can also earn interest on their crypto holdings through Binance Earn and trade NFTs in its marketplace. Binance stands out as the largest crypto exchange by trade volume, aiming to provide comprehensive services for both new and experienced traders.

Valletta, MaltaHeadquarters
2017Year Founded
$9.7MTotal Funding
SERIES_ACompany Stage
Crypto & Web3, Financial ServicesIndustries
5,001-10,000Employees

Benefits

Competitive salary
Option to be paid in crypto
Health insurance
Flexible working hours
Remote work for many roles
Company sponsored holidays
Learning and development programs
Free language classes
Relocation support
International transfers mid-career

Risks

Regulatory scrutiny in the U.S. could impact Binance's operations and reputation.
Allegations of internal misconduct may lead to legal complications for Binance.
Expansion into new markets like Brazil poses integration and compliance challenges.

Differentiation

Binance offers a comprehensive range of crypto services, including trading and NFTs.
It is the largest crypto exchange by trade volume, serving over 166 million users.
Binance provides unique products like Binance Earn and a Launchpad for new tokens.

Upsides

Binance benefits from the growing popularity of crypto staking and yield farming.
Increased interest in Layer 2 solutions could boost Binance's trading volume.
Stablecoin adoption for cross-border transactions may increase Binance's trading volumes.

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