Risk Control Machine Learning Engineer (CV/NLP) - TikTok BRIC Singapore
Core
Develop and deploy CV/NLP models to identify fraudulent users and risky content (pornography, fraud, gambling, spam) across TikTok's short video, live streaming, and social engagement platforms.
Role type
Senior IC machine-learning engineer (CV/NLP risk control)
Builds
Risk control solutions, perception systems for attacks, and automated detection pipelines for inauthentic behaviors
Domain
Social media platform security + Computer Vision/NLP
Deliverable
production ML models
Required skills
Computer Vision, Natural Language Processing, Deep Learning model training and deployment, Python, C++/Java, Big Data processing (Hive/Spark/Flink), Graph models, Sequence modeling, Unsupervised/Semi-supervised learning
Preferred skills
Risk control algorithm research and development experience
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