Algorithm Engineer Graduate (Global Live Operation Intelligence) - 2027 Start (PhD)
Core
Build and optimize real-time, high-performance distributed infrastructure and model-driven operations for TikTok's LIVE streaming platform to improve revenue, content quality, and user engagement.
Role type
PhD-level Algorithm Engineer (Live Operations Intelligence)
Builds
Automated intelligent operations models, risk control systems, and anomaly detection for the LIVE supply end
Domain
Live streaming, real-time data processing, machine learning
Deliverable
production ML models
Required skills
PhD in Computer Science or related field, machine learning and deep learning algorithms (DNN, NLP, CV), big data parallel processing (Flink, Spark, Hive), probability statistics, numerical optimization
Preferred skills
large-scale recommend/advertising systems, risk control systems, LLM
Technologies
Flink, Spark, Hive, DNN, NLP, CV
Responsibilities
Optimize ByteDance LIVE business for billions of global users, adopt cutting-edge ML models to improve business metrics, analyze user behavior patterns to provide optimization directions
