Data Scientist (NLP) - Remote

Overview

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. This position will be under our Risk AI team, focusing on NLP-related projects.

In Short

• Utilize internal data to train models and develop applications based on these models.
• Apply Natural Language Processing (NLP) techniques to preprocess, analyze, and extract insights from large textual datasets.
• Develop and fine-tune Large Language Models (LLMs) and multimodal models.
• Collaborate with engineers, data analysts, and product/marketing managers.
• Conduct exploratory data analysis to uncover patterns and trends.
• Stay updated on advancements in artificial intelligence.
• Develop and apply feature engineering techniques.

Requirements

• Master's degree or higher in a related field.
• Minimum of 3 years of relevant industry experience in AI/ML and NLP.
• Proficient in big data technologies such as Apache Spark and Apache Hadoop.
• Deep understanding of modern machine learning techniques.
• Solid understanding of deep learning architectures, including transformer models.
• Proficiency in programming languages such as Python or Java.
• Experience in handling severely imbalanced datasets.

Benefits

• Work in a leading global blockchain ecosystem.
• Collaborate with a diverse team of professionals.
• Opportunity to work on cutting-edge AI technologies.
• Access to a wealth of data for analysis and modeling.