Data Scientist - Binance Accelerator Program
New
B
BinanceBlockchain/Web3
Asia / Hong Kong / Taiwan, TaipeiContractEntry
Salary not disclosed
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Job Details
- Required Skills
- PythonSQLData AnalysisData MiningMachine LearningA/B testing
Requirements
- Currently pursuing a Bachelor’s, Master’s, or PhD degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related field.
- Strong analytical skills and solid understanding of statistics, machine learning, and data mining.
- Proficient in SQL.
- Proficient in at least one programming language such as Python.
- Familiar with recommendation systems, ranking models, user profiling, A/B testing, or causal analysis.
- Good business sense and ability to translate data insights into product or algorithm improvements.
- Strong communication skills and ability to work cross-functionally with product, algorithm, engineering, and operations teams.
Responsibilities
- Analyze user behavior, content quality, creator performance, and feed consumption patterns to identify opportunities for recommendation improvement.
- Support the optimization of key recommendation scenarios, including Feed, Hot Tab, Topic, News, Trading Analysis, and creator distribution.
- Build and refine data metrics for content quality, user interest profiling, creator quality, community health, and trading-related content.
- Participate in recommendation strategy design, including recall, ranking, cold-start, diversity, personalization, and traffic allocation.
- Conduct A/B testing, metric monitoring, bad-case analysis, and experiment deep dives to evaluate algorithm and product impact.
- Explore the application of LLMs and multimodal models in content understanding, topic tagging, hot event detection, and personalized distribution.
- Work with engineering teams to improve data pipelines, feature logging, experiment tracking, and recommendation system efficiency.
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