算法研发工程师-商业化生态与安全
Core
Build strategy systems and conduct algorithmic research for ByteDance's commercial ecosystem and security business to identify user, content, and gang risks.
Role type
Senior IC algorithm research engineer (risk control & security)
Builds
Risk control strategy systems, advertising placement strategies, and ecosystem safety features
Domain
Internet, advertising, risk control, security
Deliverable
production ML models
Required skills
Machine learning, deep learning, computer vision, natural language processing, graph mining, large-scale data mining, Python, C++, GBDT, LR, XGBoost, PyTorch, TensorFlow, SQL, Hadoop, Hive, Spark
Preferred skills
Publications in top conferences (KDD, WWW, WSDM, ICML, NeurIPS, CVPR, ACL), experience in content risk control or anti-fraud
Responsibilities
Identify user/content/gang risks, reduce security risks using ML/data mining/IR/graph mining, adjust ad placement strategies to optimize core metrics
Seniority
Senior, hands-on IC
