Video Processing Algorithm Engineer

3 months ago

Singapur, Singapore Zoom Full time

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

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 for more information.

About Us
Zoomies help people stay connected so they can get more done together. We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.
We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Here, you’ll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.


Our Commitment​

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