LLM ML Engineer Graduate — Global E‑Commerce & Logistics

TikTok; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

TikTok is seeking a LLM Machine Learning Engineer Graduate to join our global e-commerce, supply chain and logistics team. You will work on ML models to optimize fulfillment, inventory management, and pricing strategies, with a focus on using data science to drive efficiency across regions.

The role offers a campus-to-career path with opportunities to tackle bold ideas and scalable ML problems in a fast-growing tech company. Graduates are encouraged to apply early for the 2027 start date.

Qualifications

• Bachelor's or Master's in Software Development, CS, or related technical discipline.
• Proficient in ML and statistics with practical application experience.
• Proficient in Python/Java and familiar with TensorFlow/PyTorch or similar frameworks.

Responsibilities

• Develop deep learning and operations research models for the global e-commerce supply chain and logistics.
• Analyze e-commerce big data to predict ETA and logistics events to improve user experience.
• Build logistics knowledge graphs and forecast spatio-temporal trajectories of packages using ML methods.
• Collaborate with product and operations teams to optimize merchant and merchandise supply and pricing strategies.

Skills

ML & statistics

Python/Java

TensorFlow/PyTorch

Data analysis

Education

Bachelor's degree in CS/Software Development or related

Tools

TensorFlow

PyTorch

Job description

TikTok is seeking a LLM Machine Learning Engineer Graduate to join our global e-commerce, supply chain and logistics team. You will work on ML models to optimize fulfillment, inventory management, and pricing strategies, with a focus on using data science to drive efficiency across regions.

The role offers a campus-to-career path with opportunities to tackle bold ideas and scalable ML problems in a fast-growing tech company. Graduates are encouraged to apply early for the 2027 start date.