Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD)
Core
Develop deep learning and operations research models to optimize global e-commerce supply chain efficiency, predict logistics events, forecast demand, and drive merchant/product growth.
Role type
PhD-level Algorithm Engineer (Supply Chain & Logistics)
Builds
Intelligent systems for global logistics, inventory forecasting, and merchant growth
Domain
Global E-Commerce, Supply Chain, Logistics
Deliverable
production ML models
Required skills
Deep learning, Operations research, Time series forecasting, NLP/LLM, Python, Java, TensorFlow/PyTorch
Preferred skills
Academic publications (KDD, NeurIPS, etc.), Data mining competitions
Technologies
TensorFlow, PyTorch, Python, Java
Responsibilities
Develop deep learning models for ETA prediction and logistics event detection; Build logistics network knowledge graphs and predict package trajectories; Forecast sales and inventory demand using time series techniques; Develop merchant mining and seller growth recommendation systems; Predict merchandise traffic/conversion to optimize pricing and subsidy strategies.
