Description

The InnoPeak Technology is seeking a Senior Research Engineer to join our AI Research Team. You will be working on developing video understanding algorithms for mobile/embedded devices. The ideal candidate will have a keen interest in producing new science to understand intelligence and transfer technologies into products for better serving our hundreds of millions of users.

Duties and responsibilities

  • Conduct cutting-edge research that enables learning the semantics of data (video, images, text, audio, speech and other modalities).
  • Develop algorithms and incubate products in the fields of video understanding for mobile/embedded devices.
  • Work towards long-term ambitious research goals, while identifying intermediate milestones that can be applied to product development
  • Collaborate with software engineering experts to build shipping industrial-strength codes

Requirements

Minimum Qualifications

  • PhD degree in Computer Science or related engineering field or master’s degree with 3+ years of work experience in a role with primary emphasis on AI research
  • Strong research experience with tracked records in but not limited to the following areas:

– video understanding/classification,
– scene understanding,
– image/video aesthetic evaluation,
– event/motion detection and localization,
– video reframing
– multimodal ML in vision/audio/text etc.

  • Familiarity with common deep learning frameworks such as TensorFlow, PyTorch, Caffe, MxNet
  • Phenomenal programming and debugging skills in Python, C++ and/or Java
  • Ability to work independently and collaboratively in multi-functional teams

Preferred Qualifications:

  • Publication in top-tier AI conference such (e.g CVPR/NIPS/ AAAI/ICML/ECCV etc.)
  • Experience in deploying traditional and/or deep learning algorithms on mobile platforms
  • Experience in quantization/acceleration for deep learning models
  • Bilingual in both English and Chinese
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