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公司名稱
台灣積體電路製造股份有限公司
工作地點
台灣
專業領域
資訊技術
職別
工程師/管理師
職務類型
正職
職務張貼日
2023/03/03
We are seeking a professional with a PhD in Computer Science to research, develop, and implement the latest techniques in image and machine learning. The ideal candidate will have a PhD and specialized research and practical experience in image and machine learning, as well as the ability to contribute innovative ideas and problem-solving skills. 

我們正在尋找一名持有電腦科學博士學位的專業人才，負責研究、開發和實現最新的影像和機器學習技術。這位候選人需要擁有博士學位，並且在影像和機器學習方面有專業的研究和實踐經驗，並能夠貢獻創新思想和解決問題的能力。
職務說明
1. Research and develop techniques in image and machine learning, including image segmentation, object recognition, target tracking, and machine learning algorithms.
2. Analyze and evaluate the limitations and flaws of current technology, and propose new solutions to advance the field.
3. Build machine learning models to identify patterns and rules from large sets of data, improving data processing and analysis efficiency.
4. Collaborate with team members, coordinate and manage research projects, and prioritize work according to project goals and timelines.
5. Write research papers and participate in academic conferences and seminars to present technical articles and speeches.

1. 研究和開發影像和機器學習技術，包括圖像分割、物體識別、目標跟踪和機器學習算法等方面。
2. 能夠分析和評估現有技術的缺陷和限制，並提出新的解決方案，推動技術的發展。 
3. 建立機器學習模型，從大量的數據中識別出規律和模式，提高數據處理和分析的效率。 4. 能夠與團隊成員合作，協調和管理研究項目，並根據項目進度和目標進行時間管理和工作安排。 
5. 撰寫研究論文，並參加學術會議和研討會，發表技術文章和演講。 
職務要求
1. PhD in Computer Science or related fields.
2. Relevant research and practical experience in image and machine learning, and the ability to independently execute research projects such as image labeling by CNN or optimization by ResNet or style transfer.
3. Proficiency in programming skills, with familiarity in mainstream programming languages and software such as Python, C++, TensorFlow, and Keras.
4. Optics-related domain knowledge like Fourier optics or optical simulation experience (optional).
5. Excellent English skills, including the ability to read, write, speak, and present academic papers and technical reports.
6. Team player with strong communication, collaboration, and project management skills.

1. 擁有電腦科學或相關專業的博士學位。 
2. 在影像和機器學習領域擁有相關的研究和實踐經驗，能夠獨立執行研究項目如影像分類(CNN)、影像精調(Resnet, style transfer)。 
3. 擁有良好的編程技能，熟悉主流的編程語言和軟件，如Python、C++、TensorFlow、Keras等。 
4. 有光學相關的背景知識尤佳，例如傅式光學、光學系統模擬經驗。 
5. 良好的英文聽、說、讀、寫能力，並且能夠撰寫和發表學術論文和技術報告。 
6. 具備團隊協作精神，能夠有效地溝通、合作和管理項目進度。