Deep Learning/ Machine Learning – Engineer
HsinChu, Taiwan

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.

Requirement Qualification :

  • 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.
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