Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD)
Tasks
- Build deep learning and operations research models for supply chain and logistics
- Build logistics network knowledge graphs
- Build merchant outreach and conversion mechanisms
- Forecast sales demand and inventory level demand using time series methods
- Mine and rank potential merchants
- Optimize merchandise pricing and subsidy strategies
- Predict end to end ETA and logistics events
- Predict traffic and conversion performance for merchandises
- Recommend seller missions and growth diagnostics
- Verify and suggest addresses using NLP and LLM methods
Perks/Benefits
- N/A
Skills/Tech-stack
Computer Vision | Data Mining | Deep learning | Java | Knowledge graphs | Language Models | Language Processing | Large Language Models | Machine Learning | Natural Language | Natural Language Processing | Operations Research | PyTorch | Python | Series forecasting | Statistical inference | TensorFlow | Time Series | Time Series Forecasting
Education
Roles
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