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Binance
Data Scientist NLP
about 5 hours ago | 3 views | Be the first one to apply

Data Scientist NLP

Full-time
Asia, Taipei

About the company

The Binance Exchange is a leading cryptocurrency exchange founded in 2017 in Hong Kong. It features a strong focus on altcoin trading. Binance offers crypto-to-crypto trading in more than 600 cryptocurrencies and virtual tokens, including Bitcoin (BTC), Ether (ETH), Litecoin (LTC), Dogecoin (DOGE), and its own token Binance Coin (BNB).

Job Summary

Responsibilities:

📍Apply Natural Language Processing (NLP) techniques to preprocess, analyse, and extract insights from large textual datasets. Develop and fine-tune Large Language Models (LLMs) and multimodal models to derive actionable insights and enhance business decision-making processes. 📍Work closely with business units to identify opportunities for leveraging company data and AI models to drive innovative business solutions and improve decision-making processes. 📍Perform data cleaning, transformation, and preprocessing to create high-quality datasets for analysis and modeling. Ensure data integrity and consistency throughout the process. 📍Conduct exploratory data analysis to uncover patterns, trends, and relationships within the data. Generate visualisations and summaries to effectively communicate findings to stakeholders and support data-driven decision-making. 📍Stay abreast of the latest developments in artificial intelligence, with a particular focus on advancements in multimodal AI, to ensure the integration of cutting-edge technologies and methodologies into our data-driven solutions. 📍Develop and apply feature engineering techniques to create meaningful features that improve the performance of models. This includes deriving new features from raw data, selecting relevant features, and transforming existing features to enhance model accuracy and efficiency.

Requirements:

📍Holds a Master's degree or higher in Computer Science, Data Science, Statistics, Mathematics, Computational Linguistics, or a related field. 📍A minimum of 3 years of relevant industry experience in AI/ML and Natural Language Processing is required. Experience in multimodal AI is highly preferred. 📍Proficient in big data technologies such as Apache Spark, Apache Hadoop and Apache Kafka and VectorDB. 📍Deep understanding of modern machine learning techniques and mathematical underpinning, such as classifications, neural networks, hyperparameter optimisation, etc.

Looking for your next challenge? The world of crypto offers exciting roles in blockchain development, web3 innovations, and remote opportunities.

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