Building an Open-Source Labor Observatory: Using n8n and LLMs to Track Skill Drift and AI Employment Risks
- Time
- 2026-08-08 15:50 ~ 16:20
- Speaker
- 林源隆（Wilson）
- Room
- TR411
- Co-write
Abstract
How is AI reshaping jobs, skills, and career risks?
This session presents an open-source Labor Observatory built with n8n and LLMs. It shows how automated data pipelines can collect, analyze, and visualize labor market trends from job platforms and open data sources.
By tracking skill drift and exploring automation risks across industries and career stages, this project aims to make labor market research more open, accessible, and civic-oriented.
Speaker
林源隆（Wilson）
近期關注 AI、勞動市場與數位轉型領域，研究興趣包含生成式 AI 對職能結構的影響、技能變遷、資料分析與科技應用。過去曾參與 AI、NLP、資料探勘與社會科學研究相關專案，且持續探索如何將大型語言模型、開源工具及自動化工作流應用於公共議題分析。