Deep Learning / Machine Learning Engineer 深度學習/ 機器學習

Updated about 1 month ago

Job Description

我們在一個節奏快且敏捷的工作環境, 聚焦長期目標, 動手解決真正問題, 將 AI 落地在真實世界, 並發表論文在頂級會議與期刊. 歡迎加入我們.

We are looking for Machine Learning/Deep Learning engineers. 

This is a technical role, and it requires a high willingness to learn state-of-the-art AI techniques and a skill to apply AI techniques to business applications/processes. This job opening encompasses a wide range of end-to-end ML pipeline activities, including framing AI problems, data collection/preprocess/exploration, model development/evaluation, model deployment/monitor.

Our major responsibilities include (1) landing AI in real world (2) publication at top conference/journal (DAC, IEEE/TCAD, ICLR, ICML…). Here, you will be working in a fast-paced and agile environment which needs a mindset of a startup.

Together with worldwide colleagues you will deliver everything from state-of-the-art algorithms to quicker value proving solutions.

Qualifications

• This position requires a MS or PhD,
• This position involves a lot of personal interaction. Good verbal communication skills are required.
• Familiarity with Deep Learning Framework (PyTorch or TensorFlow) and Machine Learning.
• Familiarity with organizing large real-world datasets.
• Experience with DRL, GNN, GAN…etc.
• Ability to read/comprehend state-of-the-art AI papers (e.g. GNN, RL…).

Bonus Points


• Experience in scientific and numerical programming in C/C++/Python.
• Experience in IC Design Flow (RTL, HLS, DV, P&R…).
• Experience with Kaggle competitions. (Gold/Silver medals awarded)
• Experience in Parallel and Distributed Deep Learning with multi-GPU & multi-machine.

Requirements

兩年以上工作經驗 / 碩士

3
50K ~ 200K TWD / month
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About us

聯發科技成立於1997年,透過持續投資先進製程與前瞻技術,現已成長為全球領先的IC設計公司,提供涵蓋智慧手持裝置、智慧家庭應用、無線連結技術及物聯網產品等多個領域的系統晶片整合解决方案(SoC),並居市場領先地位。聯發科技一年約出貨15億顆晶片落實在上億台的終端產品在全球各地上市。聯發科技提供高度整合與創新性的晶片設計方案,不僅協助製造商優化供應鏈及縮短新產品開發時間,還利於其在全球成熟及發展中市場建立競爭優勢。

聯發科技致力讓科技產品更普及,因為我們相信科技能夠改善人類的生活、與世界連結,每個人都有潛力利用科技創造無限可能(Everyday Genius)。了解更多訊息,請瀏覽:www.mediatek.com.


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