NLP算法工程师（北京/上海）
Core
Build and optimize NLP models for ad content understanding (copy, images, video, OCR, ASR) and strategy construction (keyword/rule mining) within ByteDance's advertising ecosystem.
Role type
Senior NLP Algorithm Engineer
Builds
Semantic matching models, classification models, few-shot learning systems, and text-based ad strategies
Domain
Advertising, Natural Language Processing, Deep Learning
Deliverable
production ML models
Required skills
Python, C++, NLP task expertise, Deep Learning theory, Model training frameworks (TensorFlow, PyTorch, MXNet)
Preferred skills
Publications in top AI conferences/journals
Technologies
GPT, BERT, Transformer, Electra, LSTM, LR, SVM, HMM, CRF, Decision Tree, Random Forest, seq2seq, NER, Embedding, Attention
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