广告增长算法工程师-国际化电商广告（北京/上海）
Core
Build next-generation network advertising solutions to drive international e-commerce ad revenue by optimizing ad growth across the customer lifecycle.
Role type
Senior IC algorithm engineer (ad growth & optimization)
Builds
International e-commerce advertising platform
Domain
E-commerce, Retail, Travel
Deliverable
production ML models
Required skills
Uplift modeling, causal inference, operations research optimization, CTR/CVR/LTV modeling, recall/ranking/bidding optimization, C/C++/Python/Java/Golang, distributed computing (Hadoop/Spark), traditional machine learning, deep learning
Preferred skills
Search/ad/recommendation/user growth/intelligent dialogue system experience, publications in KDD/AAAI/CIKM/WWW/RecSys/NeurIPS/ACL/EMNLP
Responsibilities
Develop algorithms for customer lifecycle growth (acquisition, activation, retention) using incentive strategies; Optimize core ad system modules (recall, ranking, bidding) to improve efficiency based on CTR, CVR, and LTV targets.
