机器学习算法高级工程师-AI应用与创新
Core
Independent research and deployment of machine learning algorithms for risk mining, hot topic discovery, information retrieval, knowledge graphs, and intelligent dialogue within ByteDance's experience and security domains.
Role type
Senior Machine Learning Algorithm Engineer (NLP & Multimodal)
Builds
Production ML models for risk detection, search, and conversational AI
Domain
Internet / AI / NLP / Knowledge Graphs
Deliverable
production ML models
Required skills
Graph models, Multimodal machine learning, Active learning, BERT/Transformer/GPT pre-trained models, Text classification, Entity recognition, Semantic matching, Relation extraction, Knowledge graph development, Linux, Python/C++, TensorFlow/PyTorch/Keras, Business problem modeling
Preferred skills
Large-scale data processing, CPU/GPU programming, Inference acceleration, Top-tier conference publications (ACL/EMNNP/IJCAI/AAAI/SIGIR)
Responsibilities
Track latest ML research to improve algorithm performance, Collaborate with product and business teams to enhance project efficiency and revenue, Develop and deploy algorithms for specific business scenarios
Seniority
Senior, hands-on IC
