ML Engineer - Large-Scale Content & Ad Understanding

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

Job summary

TikTok is seeking a Research Engineer to advance large-scale content understanding for monetization and users. You will collaborate with global teams to develop scalable machine learning models and engage in cutting-edge AIGC research. Strong emphasis on contributing to a high-quality user experience and advertiser value.

The role involves close partnership with product and business teams to align ML capabilities with product vision, and deep technical execution across the stack.

Qualifications

• Strong ML foundation with depth in LLM/CV/NLP/multimodal/Agent tech.
• Experience in large-scale model training and deployment.
• Proficient in Python and C++.
• Familiar with multimodal content understanding and ad/commerce related tasks.

Responsibilities

• Participate in the development of state-of-the-art large-scale content understanding projects.
• Deep dive into cutting-edge AIGC model research and application.
• Work with product and business teams on product vision.

Skills

ML Foundations

Large-scale ML

Multimodal Understanding

Content Understanding

Python/C++

PyTorch/TensorFlow

Education

Master's or PhD in CS/CS-related

Tools

PyTorch

TensorFlow

Distributed Training

Job description

TikTok is seeking a Research Engineer to advance large-scale content understanding for monetization and users. You will collaborate with global teams to develop scalable machine learning models and engage in cutting-edge AIGC research. Strong emphasis on contributing to a high-quality user experience and advertiser value.

The role involves close partnership with product and business teams to align ML capabilities with product vision, and deep technical execution across the stack.