ITRI ICL_ Drone AI Image Analysis Engineer工研院資通所_無人機AI影像分析工程師(E2)

工作内容

【Job Description工作內容】

ITRI ICL_ Drone AI Image Analysis Engineer(E2)工研院資通所_無人機AI影像分析工程師(E2)

Focus on optical/thermal images captured by drones, research and develop machine learning or deep learning for image positioning, detection, identification, and analysis, such as bridge crack detection, traffic flow analysis, subtle obstacles Identify.

針對無人機拍攝之光學/熱影像，研究及開發機器學習(Machine Learing)或深度學習(Deep Learnin)，進行影像定位、偵測、辨識、分析，如橋樑裂縫偵測、車流分析、細微障礙物辨識。

【Job Requirements資格條件】

1. Education: Electrical / electronic / computer engineering / computer science related major, master degree or above

2. Skills (one or more): ROS, Computer vision, Machine Learning, Deep Learning

3. Computer language (one or more): Familiar with C / C ++ / Python

1. 碩士(含)以上，電機/電子/資工相關科系畢業。

2. 具以下專業知識(一項或多項)：ROS、電腦視覺、機器學習、深度學習

熟悉電腦視覺中Object Detection、Image Classification、Instance/Semantic Segmentation等至少一項實作經驗，並具備全程參與或獨立完成一項專案或產品開發的經驗。熟悉深度學習開發工具 (Tensorflow、Pytorch)，了解深度學習數學運算如:Convolution, Relu, Max Pooling。

【Work Location工作地點】Hsinchu County, Taiwan新竹縣竹東鎮

【About Information and Communications Research Laboratories關於資通所】

Founded in 1990, the Information and Communications Research Laboratories (ICL) of ITRI focuses on development of advanced and core technologies for Taiwan’s ICT industrial upgrade and value-added. From personal computers (including notebook) and network communications in the early period to emerging smart devices and cloud computing application services, ICL built the foundation for industrial development by leading technology research and cultivating talents. In line with government policy, ICL also consolidates domestic resources from industry, government and academy to participate international ICT standard organizations to improve Taiwan’s visibility and influence in global market.

In recent years, ICL has transformed its research domain from hardware-driven to software centric, service oriented and system integration, involving not only in technologies of 5G wireless communication system and network, cloud data center system technology, advanced SoC and system design, mobile devices and audio/video technology, IoT and innovative applications, but further expanding on emerging topics and applications on FinTech, autonomous vehicle, tele-operated vehicle and tele-operated drone, cyber security, artificial intelligence and edge computing, next generation ambient intelligence system, smart manufacturing service system and smart energy management.

Looking to the future, ICL will enhance the ability on software-hardware integration and creation, interdisciplinary cooperation and exploration on new business opportunity so to make contribution on deeper technology development, industrial value-added and social welfare promotion.

工研院資訊與通訊研究所於1990年成立，以ICT產業發展所需之前瞻主題研究、關鍵技術之開發、以其研發成果附加價值的提升與產業化為核心。從早期的個人電腦（含筆記型電腦）、有線通訊與網路，一直到無線與行動通訊及新興智慧終端與雲端應用服務等，資通所不僅僅是ICT技術的先驅領航者，也培育出相當豐沛且深厚的技術能量及優秀人才，為國內產業發展奠定殷實的根基。此外，資通所亦配合政府政策，從無到有地協助整合國內產官學研各界能量參與國際ICT相關標準組織活動與標準制定，藉由技術創新與智財的累積，更增進我國在全球競爭舞台能見度與影響力。

近年來，資通所已突破國內產業原有硬體為重的思維框架，轉型為以軟體為核心（software centric）、著重服務導向（service oriented）和系統整合能力（system integration）為主軸，除投入5G無線通訊系統與網路技術、雲端資料中心系統技術、先進晶片與系統設計技術、行動裝置系統及影音技術、物聯網暨創新應用等研發領域，更進一步地拓展至金融科技、自動駕駛和無人載具、資訊安全、人工智慧及邊緣運算、次世代環境智能系統、智慧製造服務系統與智慧能源管理等新興主題與應用範疇。

展望未來，資通所將持續強化結合軟硬整合及創新能力、加強跨領域及國內外產學研合作、並且勇於探尋及擴展新應用領域與新商業機會，期在技術深耕發展、產業效益加值、及社會福祉促進等方面戮力貢獻，發揮源源不絕之關鍵動能並展現豐碩成果!