商业算法工程师（J92971）
Core
Deep learning modeling and data analysis for marketing commercialization scenarios in Baidu Wenku and Baidu Netdisk.
Role type
Senior IC machine-learning engineer (deep learning, uplift, reinforcement learning)
Builds
Production ML models for user membership pricing, scenario recommendation, and ad audience segmentation.
Domain
Internet services (document storage, cloud storage) + Marketing commercialization
Deliverable
production ML models
Required skills
Deep learning, Uplift modeling, Causal inference, Reinforcement learning, Data analysis, SQL, TensorFlow, PyTorch
Preferred skills
Operations research optimization, KDD/Kaggle competition experience
Responsibilities
Design modeling approaches for conversion and revenue optimization; Analyze data to define business problems and formulate strategies; Collaborate on commercialization strategies; Implement and optimize advanced algorithms for business scenarios.
