内容安全NLP算法工程师—抖音
Core
Build NLP models to identify content risks and understand intent in Douyin's short video and live streaming scenarios, including video captions, OCR, and ASR text.
Role type
Senior IC NLP algorithm engineer (content safety)
Builds
Production NLP models for risk detection and intent understanding
Domain
Social media content safety
Deliverable
production ML models
Required skills
NLP, text classification, entity recognition, language models, intent recognition, C/C++, Python, TensorFlow, PyTorch
Preferred skills
Publications in top-tier conferences (ACL, EMNLP, NIPS, AAAI)
Responsibilities
Develop algorithms for risk identification in video captions, OCR, and ASR text; mine correlations for social hotspots and public opinion events; solve frontline NLP business issues; explore NLP model technologies for content safety; build algorithm model workflows and code frameworks
Seniority
Senior, hands-on IC
