数据仓库开发工程师-抖音直播
Core
Design and implement end-to-cloud data extraction and feature cleaning pipelines for Douyin live streaming to build automated analysis and content understanding capabilities.
Role type
Senior IC data warehouse and ML engineering specialist
Builds
End-to-cloud data pipelines, scalable model services, and data understanding capabilities for live streaming
Domain
Live streaming, data engineering, machine learning
Deliverable
production ML models
Required skills
Python, Scala, Java, Go, SQL, machine learning algorithms, deep learning algorithms, Scikit-learn, TensorFlow, PyTorch, Hive, Spark, Flink, Kafka
Preferred skills
End-to-cloud architecture design, model deployment and operations, online training architecture
Technologies
Python, Scala, Java, Go, SQL, Scikit-learn, TensorFlow, PyTorch, Hive, Spark, Flink, Kafka
Responsibilities
Design and implement efficient end-to-cloud data extraction and feature cleaning pipelines; Deploy machine learning and deep learning models in business scenarios; Analyze client experience data to optimize user viewing and broadcasting experiences; Collaborate with client experience and DA teams to provide data and algorithm solutions; Research and optimize data analysis methodologies for live streaming business
