Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics) - 2027 Start
Summary
Machine learning engineer on TikTok's e-commerce supply chain & logistics team applying NLP, LLMs, deep learning, operations research, and time series forecasting to optimize logistics networks, pricing, ETA prediction, and merchant/creator growth.
- Apply NLP and LLM for address verification and suggestion
- Build growth algorithms for merchants and creators
- Build logistics network knowledge graphs
- Develop deep learning and operations research models
- Forecast sales using time series models
- Implement agent and workflow automation
- Improve traffic distribution efficiency
- Optimize product operation strategy and pricing subsidy strategies
- Predict ETA and logistics events
- Predict spatio temporal package trajectories
- Train and post train LLMs
- Use data mining to predict product performance