Video Processing Algorithm Engineer

4 weeks ago

Singapore ZVC SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

As a Video Processing Algorithm Engineer, you will explore opportunities to research and develop video process algorithms to both improve real-time video quality and performance, and add new features to Zoom video products.

Work across our stack, developing software ranging from Web Server to business application layer for our distributed, cloud-hosted backend. You will work alongside fellow experts in the field, you will deliver happiness to our users, and grow your knowledge base each and every day.

Responsibilities:

  • Conduct performance research evaluations on image/video processing algorithms
  • Perform feasibility analysis and validation, develop corresponding demos, and cooperate with team members for feature deployment on various platforms
  • Develop and prototype innovative algorithms in Zoom’s video processing pipeline
  • Design new video features to tackle new and existing problems on Windows, macOS, IOS, Android and Linux systems
  • Collaborate with internal stakeholders across the business to drive the delivery of features, processes and happiness

Requirements:

  • PhD degree in Computer Science, Electrical Engineering, or a related STEM field
  • Excellent C++/C and Python programming skills
  • Strong experience with libraries for deep learning, such as TensorFlow, PyTorch, Keras, Caffe, etc.
  • Solid knowledge of math, including linear algebra, numerical optimization, calculus, etc.
  • Hands-on experience with video processing and computer vision techniques (traditional method and deep learning method), such as image/video synthesis and generation, image enhancement, 3D reconstruction tc.
  • Hands-on experience in deep learning (neural network, neural rendering, generative model, discriminative model, transfer learning, one-shot or few shot learning, Neural Architecture Search, etc.)
  • Experience on deep learning structure (Transformer, CNN, RNN, etc.) optimization and acceleration
  • Ability to crystallize vague concepts into concise plans with clear documentation
  • Detail-oriented, organized, ethical, responsible, and self-motivated
  • Strong communication skills and a desire to learn something new

Tell employers what skills you have

Calculus
TensorFlow
Machine Learning
MacOS
Mathematics
Computer Vision
3D
Keras
PyTorch
Rendering
Windows
Video Processing
Python Programming
Electrical Engineering
Linux
Linear Algebra

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