策略算法工程师-抖音直播
Core
Optimize strategy for billion-scale Douyin live streaming, focusing on anchor experience, user acquisition, retention, growth, and revenue chains.
Role type
Senior IC strategy algorithm engineer (live streaming)
Builds
Live streaming business solutions including data mining, sequence recognition, diagnostic attribution, incentive tasks, and gift recommendations.
Domain
E-commerce / Live streaming / Machine Learning
Deliverable
production ML models
Required skills
C/C++/Go/Python, Machine Learning, Deep Learning, Multi-modal learning, Data Mining, Sequence Recognition, Diagnostic Attribution, Incentive Task Optimization, Gift Recommendation, Spark, Hive, Hadoop, TensorFlow, PyTorch, Scikit-learn, XGBoost
Preferred skills
Experience in strategy, growth, or recommendation domains
Responsibilities
Model optimization for live streaming experience and revenue chains; Provide strategy solutions for live streaming scenarios; Research advanced ML models to identify and solve business growth problems.
