Algorithm Engineer - Global Live - Recommendation Strategy (Singapore)
Core
Build prediction/uplift NN models and high-performance architecture services to optimize TikTok LIVE monetization and user engagement for billions of global users.
Role type
Senior IC algorithm engineer (recommendation strategy & live commerce)
Builds
High-performance ML models and architecture services for LIVE streaming monetization
Domain
Social media, live streaming, recommendation systems
Deliverable
production ML models
Required skills
C/C++/Python development, Linux multi-threaded/multi-process, machine learning and deep learning algorithms (boost machine, DNN, reinforcement learning), probability statistics, numerical optimization, big data parallel processing (Flink, Spark, Hive)
Preferred skills
large-scale recommendation/advertising/search system experience, game value strategy, e-commerce value strategy, user psychology research
Technologies
Flink, Spark, Hive, C++, Python, Linux, DNN, reinforcement learning, boost machine
