The Multimedia Data Scientist team at TikTok focuses on optimizing the app experience for users through data-driven solutions, utilizing statistical models and data mining techniques to identify opportunities for personalized user publishing experiences.
Requirements
- Develop the experience metric system and the corresponding monitoring capability across different stages of creation
- Conduct experimentation, define launch standards and provide suggestions on experiment iterations
- Quantify the impact of creation tool performance on user behavior, such as publish rate, retention, and engagement
- Use data mining for understanding user needs and build models that enable personalized publishing experience
- Work with various partners on landing solutions that meet the needs for evolving products
- Build systemic problem solving capability and research on cutting-edge methodologies
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