Machine Learning Engineer - Marketplace Growth (TikTok Global E-commerce Supply Chain and Logistics)
Core
Design and develop machine learning algorithms for marketplace growth tasks including customer segmentation, scoring, outreach, and incentive optimization to improve TikTok E-commerce operational efficiencies.
Role type
Machine Learning Engineer (Marketplace Growth)
Builds
End-to-end algorithm capabilities for TikTok E-commerce supply chain and logistics
Domain
E-commerce, Supply Chain, Logistics
Deliverable
production ML models
Required skills
Machine learning, Deep learning, Feature engineering, Model evaluation, Optimization, SQL, Python, Data manipulation, Big data processing (Hadoop/Spark), Distributed computing
Preferred skills
User growth, Marketing algorithms, Recommendation algorithms, Advertisement algorithms, TensorFlow, PyTorch, Academic publications (KDD, NeurIPS, etc.)
Responsibilities
Design ML algorithms for segmentation, scoring, and outreach; Optimize outreach strategies based on CTR estimation and causal studies; Collaborate on data mining objectives; Apply feature engineering to improve model performance; Evaluate and benchmark ML approaches; Stay updated on data mining advancements.
Seniority
Mid-Senior, hands-on IC
