算法工程师-国际化品牌创意
Core
Optimize bidding and soft-ad ad chains for international brands, maximizing revenue while ensuring user experience through full-link recommendation and ad system distribution.
Role type
Senior IC algorithm engineer (advertising & recommendation)
Builds
Recommendation and ad distribution systems (recall, coarse ranking, fine ranking, mixed ranking)
Domain
Internet advertising, digital marketing
Deliverable
production ML models
Required skills
Multi-objective estimation, cascade ranking learning, soft-ad bidding strategies, attribution modeling, generative recall, reinforcement learning, large-scale online training and inference optimization
Preferred skills
Causal inference, uplift modeling
Technologies
C++, Python, TensorFlow, PyTorch, Linux
Responsibilities
Build and iterate core algorithm models for multi-objective estimation and ranking; Optimize large-scale online training and inference systems for high concurrency; Collaborate with product and operations teams to drive business metrics growth
