Machine Learning Engineer - Emerging Business - TikTok BRIC
TikTok, Singapore
About the job
Business Risk Integrated Control (BRIC) is a global team protecting ByteDance users, platform health, and the authenticity of community and business ecosystems. We build the risk control algorithms, AI technologies, platforms, and infrastructure behind that work, across products including TikTok, CapCut, Lemon8, and Lark.
Our work spans account and content integrity, and safety across advertising and e-commerce. We apply machine learning across areas such as graph learning, anomaly detection, and multimodal models to understand users, content, behavior, and the relationships between them. The challenge is recognizing genuine activity accurately, so the people using our products never notice the systems working.
You will shape the trust, safety, and sustainable growth of ByteDance's global platforms, applying advanced AI to some of the hardest real-world problems in the field.
TikTok's Emerging Businesses encompass fast-growing products and innovative business models, including TikTok Drama, TikTok AI, and TikTok Open Platform, spanning content creation, AI capabilities, open ecosystems, and monetization opportunities. Operating in complex global regulatory and highly adversarial environments, the team focuses on critical risks such as AI feature and model capability abuse, advertising fraud and fake conversions, traffic and engagement manipulation, large-scale account farming, and account abuse.