工業視覺AI軟體研發工程師/Industrial Vision AI SW RD -ICVG-內湖
職務介紹:
Industrial Vision AI SW是一個充滿活力,在視覺AI軟體領域內努力不懈的團隊。致力於導入最新的深度學習視覺算法,結合硬體平台,產出可快速導入,高效能、高可靠的工業視覺AI軟體解決方案。做為一名視覺AI軟體研發工程師,您將負責算法開發及軟體整合等相關的工作,包括且不限於:新型模型/算法調研與導入、需求分析、模型/算法修改與優化、軟體維護及debug、模型打包與軟體整合、文檔編寫、技轉、以及導入應用新的開發工具、流程或AI輔助工具等。
職務匯報:
此職務會匯報於研發主管
主要工作內容:
1. Industrial vision AI modelling and algorithm research and development.
2. Utilize Nvidia SDK and microservices to speed up AI implementation.
3. Develop and continually optimize AI solutions on ICVG’s smart camera (ICAM) series
4. Software maintenance including optimizing, refactoring and handling bugs.
5. Exploit new AI technology to adopt into development.
人才需具備:
1.Familiar with C/C++, python and Linux environment.
2.Familiar with any of the following deep learning framework, such as Pytorch, Tensflow, Keras or Caffe.
3.Extensive experience with deep vision model development (e.g., Resnet, Faster R-CNN, Mask R-CNN, Yolo, GAN , transformer..etc) and able to demonstrate in-depth understanding of these models.
4.With agile concepts of CI/CD, creating AI model training and inference pipeline.
5.Experience with developing LVM or VLM (e.g., CLIP, DINO, SAM, OWL-ViT..etc) is a significant plus.
6.Experience in industrial vision AI is a plus.
7.Experience in Nvidia SDK or microservices is a plus
8.Good interpersonal and problem-solving skills, commitment to quality of deliveries, attention to details and being a team player
9.Proficient in English reading and writing, and willing to communicate in English