Machine Learning Engineer - E-commerce Merchant and Creator Growth - San Jose
Core
Develop end-to-end algorithmic capabilities using machine learning, data mining, and causal inference to expand merchants and creators on TikTok Shop.
Role type
Machine Learning Engineer (Marketplace Growth)
Builds
TikTok Shop ecosystem growth solutions for merchants and creators
Domain
E-commerce / Marketplace / Social Commerce
Deliverable
production ML models
Required skills
SQL, Python, big data processing (Hadoop, Spark), feature engineering, machine learning, deep learning, causal inference, data mining
Preferred skills
Causal machine learning, user growth algorithms, marketing algorithms, recommendation algorithms
Technologies
Hadoop, Spark, SQL, Python
Responsibilities
Analyze large-scale datasets to identify correlations and causal relations for merchant/creator growth; Develop scalable data pipelines for ML tasks; Evaluate and benchmark ML approaches; Collaborate with stakeholders to define data mining objectives.
Seniority
Mid-Senior, hands-on IC
