Graduate LLM & ML Engineer for Global Logistics

TikTok; Singapore; On-site; SGD 120,000 - 210,000; Full time

Job summary

TikTok is seeking PhD-level researchers to advance ML/OR models for global supply chain and logistics. You will apply deep learning, NLP, and time-series methods to predict ETA, optimize inventory, and improve user experience across international e-commerce platforms.

You will build knowledge graphs, analyze large datasets, and collaborate with cross-functional teams to deploy scalable ML solutions while exploring frontier AI technologies and AI agents in business scenarios.

Qualifications

• PhD or near-completion in CS/CE/Software Development with strong research background.
• Proficient in ML and statistics with practical model deployment experience.
• Proficient in Python and Java; familiar with ML frameworks (TensorFlow/PyTorch).

Responsibilities

• Develop deep learning and OR models for global supply chain and logistics.
• Predict ETA and logistics events using ML; build knowledge graphs for forecasting.
• Forecast demand using time series; optimize pricing and inventory strategies.
• Collaborate with product and operations teams to scale ML solutions.

Skills

Machine learning

Statistics

Python

Java

TensorFlow

PyTorch

LLMs

Data analysis

Education

PhD in CS/CE/Software Development

Tools

TensorFlow

PyTorch

Job description

TikTok is seeking PhD-level researchers to advance ML/OR models for global supply chain and logistics. You will apply deep learning, NLP, and time-series methods to predict ETA, optimize inventory, and improve user experience across international e-commerce platforms.

You will build knowledge graphs, analyze large datasets, and collaborate with cross-functional teams to deploy scalable ML solutions while exploring frontier AI technologies and AI agents in business scenarios.