番茄小说数据分析师
Core
Analyze data for long-form content (novels, comics, audiobooks) to optimize content strategy, creator evaluation, and cold-start efficiency using machine learning models.
Role type
Senior Machine Learning Engineer (Content Analytics)
Builds
Content recommendation models, creator evaluation systems, and revenue/ROI prediction models for the long-form content ecosystem.
Domain
Entertainment / Content Platform / Machine Learning
Deliverable
production ML models
Required skills
SQL, Python, R, Machine Learning algorithms (LR, Decision Trees, K-means), XGBoost, LightGBM, Ensemble learning, Keras
Preferred skills
Content analysis experience, Novel/Comic/Audiobook product knowledge
Responsibilities
Build and optimize ML models for content value assessment and creator identification; Analyze cold-start issues to improve efficiency; Collaborate with product and operations to implement data-driven strategies.
Seniority
Senior, hands-on IC
