营销算法工程师-生活服务
Core
Optimize personalized marketing for life services at a billion-scale, focusing on subsidy strategies, incremental value modeling, and precision pricing to drive user acquisition, recall, and purchase.
Role type
Senior IC machine-learning engineer (marketing & pricing)
Builds
Personalized marketing platform, strategy engine, and subsidy systems
Domain
Life services / E-commerce / Marketing
Deliverable
production ML models
Required skills
Causal inference, Deep learning, Transfer learning, Multi-task learning, Collaborative filtering, Linear regression, Factorization machines, GBDT, DNN, Wide&Deep, DeepFM
Preferred skills
Experience in intelligent subsidies, intelligent pricing, ad placement, or recommendation systems
Technologies
Causal inference frameworks, Deep learning frameworks, Recommendation engines
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