Shopee's growth data team focuses on the long-term performance of users and is committed to associating users' long-term performance with short-term behaviour through scientific methods. Our team plays a critical role in improving business framework, evaluation system and customisation strategies. Data-driven and result-oriented are our values; helping business to achieve long-term goals is our mission. We always run fast with challenges and remain at the forefront of the industry.
Including but not limited to:
- Responsible for user CLV prediction, establishing real-time prediction model, and responsible for basic algorithm and strategy research of CLV system in multiple scenarios.
- Responsible for the feature engineering of algorithms, continue to expand business tags, mine user portraits, and continuously improve prediction accuracy.
- Build and optimise the algorithm architecture, improve forecasting efficiency, and develop data products and decision-making tools based on business scenarios.
- Bachelor degree or above in computer or related majors, more than 1 year of Internet work experience.
- Familiar with at least one programming language such as Python/Java/C++/Scala, and familiar with common big data processing frameworks such as Spark/Hadoop.
- Solid machine learning foundation, able to apply commonly-used machine learning models to solve practical business problems proficiently, project experience with mainstream deep learning models is preferred.
- Good logical thinking, data analysis ability, good at analysing and solving problems.
- Advertising/recommendation/search work experience is preferred.
- 良好的逻辑思维能力, 数据分析能力，善于分析和解决问题。