数据科学家（短剧）-TikTok
Core
Build content quality evaluation systems for short dramas, mine high-potential content clues, and optimize recommendation strategies to drive user growth and business decisions.
Role type
Senior IC data scientist (short drama content & recommendation)
Builds
Short drama independent App and content ecosystem
Domain
Entertainment / Short drama / Recommendation systems
Deliverable
production ML models
Required skills
SQL, Python, R, statistical inference, A/B testing, causal inference, regression analysis, data visualization, machine learning algorithms
Preferred skills
Content ecosystem experience, short drama industry experience, user product experience
Responsibilities
Quantify short drama quality standards and evaluate content potential; Analyze user consumption behaviors to refine recommendation strategies; Design and evaluate experiments to support business decisions; Develop reusable analysis frameworks and data products.
Seniority
Senior, hands-on IC
