Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 []
Core
Build global logistic and warehousing networks, optimize merchant supply, and develop intelligent systems for supply chain and logistics using data analysis, machine learning, and operations research.
Role type
PhD-level algorithm engineer (supply chain and logistics)
Builds
Global logistic and warehousing network, supply chain data portrait/knowledge graph, intelligent systems for ETA prediction, demand forecasting, and merchant growth.
Domain
Global E-Commerce, Supply Chain, Logistics
Deliverable
production ML models
Required skills
Machine learning, statistics, deep learning, operations research, time series forecasting, Python, Java, TensorFlow, PyTorch
Preferred skills
Data analysis, initiative, teamwork, communication, academic publications (KDD, NeurIPS, etc.), data mining competitions
Technologies
Python, Java, TensorFlow, PyTorch
Responsibilities
Build global logistic and warehousing network to improve efficiency and reduce costs; Create supply chain data portrait and knowledge graph; Optimize merchant/merchandise supply and drive merchant growth; Develop deep learning and operations research models for supply chain and logistics; Predict ETA and logistics events using e-commerce big data; Forecast sales and demand at various granularities; Develop merchant mining, tiering, outreach, and seller growth diagnosis systems.
