Video Processing Algorithm Engineer

2 weeks ago

Singapore NodeFlair Full time

**Job Summary**:
**Job Type**
Permanent

**Seniority**

**Years of Experience**
Information not provided

**Tech Stacks**
Caffe CNN TensorFlow C++ RNN PyTorch Keras Linux iOS Android C Python
- As a Video Processing Algorithm Engineer, you will explore opportunities to research and develop video process algorithms in order to both improve real-time video quality & performance, and add new features to Zoom video products.- **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 in 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**Ways of Working**

Our structured hybrid approach is centered around our offices and remote work environments. The work style of each role, Hybrid, Remote, or In-Person is indicated in the job description/posting.
- **Benefits**

As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways. Click Learn for more information.

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