Data Scientist expert driving advancements in natural language processing and computer vision at Binance. Working on classification, sentiment analysis, and image understanding for large-scale systems.
Responsibilities
Develop and optimize NLP/CV algorithms to improve the performance and efficiency of content understanding pipelines.
Build scalable models (e.g., BERT, GPT, ViT, CLIP) and bring them into production.
Partner with product and data teams to diagnose business challenges and design data-driven solutions.
Track cutting-edge research and explore novel algorithms for real-world applications in content understanding.
Drive system improvements that enhance moderation, recommendation and search workflow
Requirements
Master’s Degree or above in Computer Science, AI, EE, Mathematics, or related fields.
Strong programming skills in Python or C++ and familiarity with deep learning frameworks such as PyTorch.
Solid foundation in machine learning/deep learning and hands-on experience with common models in NLP and/or CV.
Experience working with large-scale data processing frameworks (Hadoop/Spark/Flink is a plus).
2+ years of algorithm/model development experience.
Background in content safety, recommendation or search systems is highly valued.
Benefits
Competitive salary and company benefits
Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
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