AI and Language Model Engineer(生醫所_人工智慧與語言模型工程師)

About the Company
: We are looking for a skilled AI and Language Model Engineer to join our team at the Industrial Technology Research Institute's Biomedical Data and Artificial Intelligence Technology Division. In this role, you will be responsible for researching and applying AI and large language models to support intelligent healthcare and new drug development. You will also design and develop these models to address challenges in healthcare data analysis and natural language processing. Collaborating with relevant teams, you will integrate these models into intelligent healthcare and new drug development fields, enhancing the efficiency and accuracy of healthcare professionals' work. Furthermore, you will be responsible for keeping up-to-date with domestic and international AI and language model technology trends, enhancing the team's technological innovation and application capabilities.

About the Role
: If you are passionate about AI and language models and want to make a significant contribution to the development of intelligent healthcare and new drug development, we encourage you to apply for this exciting opportunity.

Qualifications
:

• Master's degree in Computer Science, Artificial Intelligence, or a related field.

Required Skills
:

• Proficient in programming languages such as Python, R, and C++.
• Strong background in deep learning, natural language processing, and machine learning.
• Experience with designing and developing AI and large language models.
• Excellent problem-solving skills and the ability to work independently and in a team environment.

Responsibilities
:

• Research and apply AI and large language models to support intelligent healthcare and new drug development.
• Design and develop AI and large language models to address challenges in healthcare data analysis and natural language processing.
• Collaborate with relevant teams to integrate AI and large language models into intelligent healthcare and new drug development fields, enhancing the efficiency and accuracy of healthcare professionals' work.
• Keep up-to-date with domestic and international AI and language model technology trends, enhancing the team's technological innovation and application capabilities.

工作內容:

1.研究並應用人工智慧(AI)及大型語言模型,以支援智慧醫療與新藥研發。

2.設計並開發人工智慧及大型語言模型,解決醫療資料分析與自然語言處理中的挑戰。

3.與相關團隊合作,將人工智慧及大型語言模型整合至智慧醫療與新藥研發領域,提高醫療人員工作的效率與準確性。

4.持續追蹤國內外人工智慧與語言模型技術趨勢,提升團隊的技術創新及應用能力。

5.開發並部署以大語言模型(LLM)為核心的醫療應用服務,如衛教問答、自動報告生成與RAG系統等。

6.設計並優化 Prompt 與 Multi-Agent 任務流程(如 ReAct、CoT)

7.建構 RAG 系統,整合向量/圖資料庫(Qdrant、Neo4j)