Job Requirements
Job benefits
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Flexible work hours
Productivity curve is not something steady and consistent as it depends on each person's unique traits and preferences. At our company, as long as your team is in sync and your goal is hit, you can flexibly decide when you want to work.
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Free food & beverages
Avoid wasting time and energy to buy food at the restaurant or hawker center by yourself. We'll provide the best food for you and your team. Make better use of your valuable time to rest, bond, and do other things that matter to you.
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Team-building events
Our company simply cannot function well without teams of people working together. That said, we provide numerous team-building activities and events for you and your team to nurture meaningful relationships between every individual.
Skills
Job description for Junior Computer Vision Engineer 電腦視覺工程師 at Authme 數位身分股份有限公司
- 協助影像相關之機器視覺與深度學習模型的設計、開發及訓練(CNN, RNN etc.)
- 協助開發、維護、優化、佈署與測試產品於應用場域
- 持續閱讀最新的論文,並實作與評估其優缺點及可用性
- 資工、電機或相關領域之學士、碩士
- 具備 1年以上的軟體專案開發經驗,並熟悉 Python 或 C/C++ 等程式語言
- 具備 1 年以上於機器視覺、深度學習領域內的工作經驗
- 了解深度學習框架並有開發經驗,如: pytorch 或 tensorflow
- 具有 OpenCV 的開發經驗,並了解影像處理相關知識
- 具備 TFLite 與 TensorRT 框架的佈署經驗 (C++尤佳)
- 具備模型剪枝、量化、知識蒸餾等經驗
- 有良好的代碼習慣:結構清晰、命名規範、邏輯性強及代碼乾淨
- 具備閱讀英文論文與技術文件的能力,並能動手實作相關模型
- 有良好的團隊合作精神,熱衷接受和掌握新技術
- 機器學習算法應用經驗,如 SVM, KMeans, tree-based model 等。
- 具備數值分析、統計學、線性代數相關概念
- 具有 docker, git 使用經驗