Agent算法工程师(J106948)
Core
Building industry-leading medical large model agent applications and a complete medical intelligent dialogue solution.
Role type
Senior IC large model agent engineer (medical domain)
Builds
Medical intelligent dialogue solutions, domain-adapted large models, and agent-based tools for complex business problems
Domain
Healthcare + Large Language Models (LLMs) + Agent Systems
Deliverable
production ML models
Required skills
Large model training, Agent development, Prompt engineering, RAG (Retrieval-Augmented Generation), Data synthesis, Model evaluation, Deep Research
Preferred skills
Publications in top-tier conferences (ACL, EMNLP, AAAI), Competitive programming awards (ACM-ICPC, Kaggle)
Technologies
C++, Java, Go, Python, RSI frameworks
Responsibilities
Build and maintain domain knowledge and training data using data flywheel mechanisms; Perform post-training for large models to adapt to vertical domains; Develop and optimize Query understanding and Deep Research technologies; Implement RAG integration with tools and knowledge bases; Establish comprehensive model evaluation systems combining manual and automated methods; Define task standards and optimize solutions for business pain points using RSI technologies
