Video Processing Algorithm Engineer

1 week 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

**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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