Video Processing Algorithm Engineer - Singapore - NodeFlair

NodeFlair

Verified Company

Singapore

6 days ago

Posted by:

Wei Jie

beBee Recruiter

Description

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 realtime 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.
Handson 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.
Handson experience in deep learning (neural network, neural rendering, generative model, discriminative model, transfer learning, oneshot 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
Detailoriented, organized, ethical, responsible, and selfmotivated
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.