算法补贴策略产品-TikTok Shop
Core
Design personalized e-commerce subsidy strategies and co-build user-level subsidy models with the algorithm team to optimize conversion rates, marginal GMV, long-term LTV, and subsidy efficiency.
Role type
Product Manager (Subsidy Strategy & Algorithm Collaboration)
Builds
User-level subsidy models integrated with traffic distribution systems
Domain
E-commerce, Recommendation Systems, Marketing
Deliverable
production ML models
Required skills
Subsidy strategy design, Recommendation system experience, Search ranking experience, Marketing model experience, A/B testing, Data sensitivity, Cross-functional collaboration
Preferred skills
Understanding of CTR/CVR/LTV models, Ability to abstract business problems into algorithmic constraints and objective functions
Technologies
A/B testing frameworks, Recommendation engines, Traffic distribution systems
