Risk Control Machine Learning Engineer (CV/NLP) - TikTok BRIC Singapore
TikTok, Singapore
What you will do
- Handling various business security issues on TikTok-related product lines (short video/live streaming/social engagement, etc.), and identifying fraudulent users, including those involved in pornography, fraud, gambling, and other violative activities.
- Utilize AI technologies such as CV/NLP models to develop and deploy models across various TikTok scenarios, identifying risky users and content from massive amounts of images, videos, text, behaviors, and social relationships.
- Develop industry-leading risk control solutions to combat fraudulent users, analyze and mine potential data patterns, establish a perception system for attacks, and proactively identify business risks to safeguard the business.
What you need
- In-depth research in one of the fields of CV/NLP, including but not limited to: image/video classification and recognition, object detection, unsupervised/semi-supervised learning, text classification, text mining, sequence modeling, graph models, etc.