医疗大模型数据运营专家-小荷健康
Core
Build user experience evaluation sets and automated assessment capabilities for large language models to guide content optimization; design data strategies and production pipelines for post-training (SFT, RLHF, DPO) to improve model performance.
Role type
Senior IC large model data operations specialist (healthcare)
Builds
Text and multimodal datasets for large language model post-training and evaluation
Domain
Healthcare + Large Language Models
Deliverable
production ML models
Required skills
Data strategy design, SFT/RLHF/DPO pipeline construction, text and multimodal data synthesis, data quality management, cross-functional coordination, basic programming, deep learning fundamentals, evaluation scheme design
Preferred skills
Medical background, LLM task design and annotation experience, advanced data analysis, problem-solving
Technologies
SFT, RLHF, DPO, multimodal data processing
