Graduate ML Engineer: Global E‑Commerce Logistics

TikTok Inc.; San Jose (CA); On-site; USD 128,000 - 317,000; Full time

Benefits offered by this job

Medical, dental, vision insurance

401(k) with company match

Paid parental leave

Disability coverage

Life insurance

Wellbeing benefits

Paid holidays

Job summary

TikTok Inc. is building an AI-native logistics stack for the global E-commerce supply chain. You will develop deep learning and OR models to optimize ETA, events, and network knowledge graphs, while applying NLP and ML methods to address address verification and optimization challenges at scale.

You will forecast demand, manpower, and inventory, and work with merchants/creators to drive high‑quality growth, leveraging large‑scale data and production-ready ML systems.

Qualifications

• Bachelor's degree in AI/CS/OR/Math or related field.
• Strong ML and statistics knowledge with practical application.
• Proficient in Python/Java and common ML frameworks (TensorFlow/PyTorch).
• Strong data analysis, initiative, teamwork and communication skills.

Responsibilities

• Develop deep learning and operations research models for global E‑Commerce logistics.
• Use ML/DL to predict ETA and logistics events to improve user experience.
• Apply time-series forecasting for demand, manpower, and inventory planning.
• Contribute to growth algorithms for merchants/creators and coordinate with operations and product teams.
• Leverage data mining and ML to optimize traffic, pricing, and subsidies strategies.

Skills

Machine learning

Statistics

Python/Java

Data analysis

Teamwork

Education

Bachelor's degree in AI/CS/OR/Math

Master's degree in Software Development/CS/Engineering

Tools

TensorFlow

PyTorch

Job description

TikTok Inc. is building an AI-native logistics stack for the global E-commerce supply chain. You will develop deep learning and OR models to optimize ETA, events, and network knowledge graphs, while applying NLP and ML methods to address address verification and optimization challenges at scale.

You will forecast demand, manpower, and inventory, and work with merchants/creators to drive high‑quality growth, leveraging large‑scale data and production-ready ML systems.