大模型算法工程师-抖音直播
Core
Build frontier AI large models for the live streaming domain to enhance real-time content recommendation, personalized experiences, and anchor performance.
Role type
Senior IC large model algorithm engineer (live streaming)
Builds
Production large language models and recommendation systems for live streaming platforms
Domain
Live streaming, Natural Language Processing, Recommendation Systems
Deliverable
production ML models
Required skills
Large language model training and optimization, Deep learning frameworks (PyTorch, TensorFlow), NLP theory, Model architecture design, Dataset construction, Real-time data processing
Preferred skills
Experience with GPT/BERT, Recommendation systems, Dialogue systems, Sentiment analysis, Live streaming industry knowledge
Technologies
PyTorch, TensorFlow, GPT, BERT
Responsibilities
Design and develop large model architectures for live streaming scenarios, Optimize models for real-time interaction and content recommendation, Collect and preprocess data to build high-quality datasets for model training, Collaborate with product teams to integrate model capabilities into live streaming features
Seniority
Senior, hands-on IC