搜狗输入法-NLP算法工程师
Core
Develop and iterate core input method algorithms (pinyin recall, ranking, suggestion) using large language models to optimize user input experience.
Role type
Senior NLP Algorithm Engineer (Large Language Models)
Builds
Input method features (recall, ranking, suggestion) for end-users
Domain
Consumer Technology / Natural Language Processing
Deliverable
production ML models
Required skills
Large language model post-training, model fine-tuning, quantization, distillation, Prompt engineering, RAG, text ranking, personalization modeling
Preferred skills
Input method/keyboard/text prediction scenario optimization, low-latency inference optimization
Technologies
Large language models, RAG, quantization, distillation
Responsibilities
Design and implement LLM-based algorithms for input recall, ranking, and suggestion; Optimize model lightweight deployment (fine-tuning, quantization, distillation) for low latency; Manage the full algorithm lifecycle from data analysis to model iteration; Collaborate on technical planning and mentor junior engineers.
