ML Engineer (Graduate) for Global E-Commerce Governance

TikTok; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok in Singapore is seeking a talented software/ML engineer to advance risk analytics, graph-based models, and scalable AI systems for e-commerce and content governance.

You will work with PyTorch, TensorFlow, and graph learning frameworks to build data models, contribute to live systems, and explore cutting-edge techniques.

Join a global team solving real-world challenges and shaping the platform's safety and user experience.

Qualifications

• Minimum degree in software or computer science with strong academic performance.
• Solid coding skills and strong mathematical foundation.
• Experience with ML/graph learning frameworks is required.

Responsibilities

• Mine, identify, and predict risks and low-quality entities in e-commerce scenarios.
• Develop data models to improve product experience and efficiency.
• Build data for e-commerce live streaming, products, merchants, and creators.
• Contribute to large-scale graph storage and governance.
• Explore ML/graph/sequence learning tech and apply to production models.

Skills

Strong coding skills

Teamwork and communication

ML fundamentals

Education

Bachelor's or Master's in Computer Science/Software Engineering

Tools

PyTorch

TensorFlow

DGL

pyg

scikit-learn

Hive

Spark

Hadoop

Job description

TikTok in Singapore is seeking a talented software/ML engineer to advance risk analytics, graph-based models, and scalable AI systems for e-commerce and content governance.

You will work with PyTorch, TensorFlow, and graph learning frameworks to build data models, contribute to live systems, and explore cutting-edge techniques.

Join a global team solving real-world challenges and shaping the platform's safety and user experience.