【維護與升級Data Pipeline,為數據驅動文化打造堅固基礎】
- 維護與優化既有的ETL
- 根據新的專案需求,設計、開發與部署ETL
- 維護、更新與管理BI系統
- 更新與維護Data API
- 維護資料品質並建立監控機制
- 串接、整合開放資料
- 其他維運:GitLab、Google Compute Engine、Composer(Airflow)、BigQuery
【推動機器學習模型與產品整合】
- 規劃並建置機器學習模型的訓練環境
- 部署模型,與產品開發部門合作,在產品中整合模型
- 監控模型表現,協助數據分析師評估模型解決商業議題的狀況,持續優化與迭代
【團隊合作推動專案,並發揮個人影響力】
- 透過跨部門溝通與討論,了解公司商業議題與各部門需求,確保實作符合需求
- 依據需求評估、設計並實作解決方案
- 撰寫文件,累積數據團隊資產
- 熟悉SQL, Python
- 具備雲端運算平台開發經驗,如:GCP、AWS
- 熟悉Linux、Docker
- 了解Gitlab CI/CD 開發部署流程
- 具備管理VM的經驗
- 具備機器學習模型部署、迭代經驗
- 具備團隊合作的精神、樂於與同事溝通交流
- 能夠跨部門合作也能獨立作業
Feel free to let me know if you are interested it to learn more, thank you!
Email: [email protected]
Line: a122142371
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CakeResume is the Leading Asia talent platform. Now we have over 6,000,000+ active resumes in our database and still it is increasing every day.
Currently more than 7,000 clients, ranging from Software like Appier、Line、Crypto.com、Trend Micro、17Live to large companies like Amazon、Google、MediaTek、 Realtek、TSMC、Micron etc. are using our recruitment services.