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Binance
Research Data Scientist NLP Financial Signals
atĀ Binance
about 11 hours ago | 12 views | Be the first one to apply

Research Data Scientist NLP Financial Signals

Full-time
Asia

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:

šŸ“Research and develop quantitative trading strategies using NLU methods such as sentiment analysis, intent recognition, named-entity extraction on financial news, social media, and other text sources šŸ“Design and build machine-learning models to uncover predictive trading signals and perform exploratory data analysis on large, complex datasets šŸ“Apply mathematical techniques (probability, statistics, time-series analysis) to refine and strengthen trading models šŸ“Rigorously backtest strategies against historical data and iteratively optimise models to boost performance and curb risk

Requirements:

šŸ“Bachelor’s or Master’s degree in Computer Science, Mathematics, Statistics, Financial Engineering or a related discipline šŸ“Strong mathematical foundation: probability, statistics, linear algebra, time-series analysis and familiarity with ML frameworks (Scikit-learn, TensorFlow, PyTorch) šŸ“Solid grasp of NLU techniques, including sentiment analysis, intent recognition, and named-entity recognition šŸ“Proficiency in Python or R, with hands-on experience in NLP libraries (SpaCy, NLTK, Transformers) šŸ“A passion for exploring undefined problem space in the fast changing crypto world

The crypto industry is evolving rapidly, offering new opportunities in blockchain, web3, and remote crypto roles — don’t miss your chance to be part of it.

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