Senior Research Engineer - Video Summarization

Oppo US Research Center Palo Alto , CA 94301

Posted 3 days ago

As a Senior Research Engineer at InnoPeak Technology, you will be working on developing video understanding algorithms for mobile/cloud edges.

Responsibilities

  • Develop computer vision and deep learning algorithms for video understanding on mobile/embedded devices, especially video summarization, event detection, and related topics.
  • Communicate the product needs with cross-functional team, optimize the algorithm accordingly
  • Partner with software engineering experts to build shipping industrial strength codes

Requirements

  • PhD/MS degree in Computer Science, Electrical Engineering, Computer Engineering, or related field
  • Superb computer vision and deep learning skills with adequate hands-on experience
  • Strong background in deep learning algorithms and their optimizations
  • Solid knowledge in traditional computer vision machine learning algorithms
  • Strong mathematical foundation in machine learning and deep learning
  • Familiarity with common deep learning frameworks such as TensorFlow, PyTorch, Caffe, MxNet
  • Phenomenal programming and debugging skills in Python, C++ and Java
  • Ability to quickly adapt to new situations, learn new technologies, collaborate and communicate effectively

Preferred Qualifications:

  • Experience in deploying traditional and/or deep learning algorithms on mobile platforms
  • Publication in top-tier conference such as CVPR/ECCV/ICCV/NeurIPS/ICML/AAAI etc.
  • Familiarity with Reinforcement Learning
  • Bilingual in both English and Chinese
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Senior Research Engineer - Video Summarization

Oppo US Research Center