NLP高级算法工程师-TikTok
Core
Develop high-performance prediction models and algorithms for knowledge graph construction, text classification, and intelligent dialogue; explore frontier NLP technologies for privacy-focused scenarios including content generation and code generation.
Role type
Senior NLP Algorithm Engineer
Builds
Production ML models for core business scenarios (user growth, social, live streaming, e-commerce, content creation/consumption) and privacy-related applications
Domain
Natural Language Processing, Privacy Security, Knowledge Graphs
Deliverable
production ML models
Required skills
NLP algorithms (text classification, similarity matching, dialogue QA, machine translation, knowledge graph construction, intent understanding, sentiment analysis), deep learning frameworks (TensorFlow, PyTorch), Python/Go/C++, algorithm and data structures
Preferred skills
Experience in privacy domain applications (content generation, reasoning, code generation)
Responsibilities
Lead NLP algorithm development and analyze large-scale text/non-text data scenarios; develop algorithms for privacy-related applications; explore and apply frontier NLP technologies to privacy security scenarios
Seniority
Senior, hands-on IC
