Zoom is looking to enhance video codecs, video generation, and real-time 3D reconstruction to improve video quality, immersion, and performance in their products.
Requirements
- Experience with C/C++ or Objective-C, and Python
- Hands-on experience with video generation or video diffusion models, neural rendering techniques (e.g., NeRF, 3D Gaussian Splatting), and 3D reconstruction systems
- Hands-on experience with machine learning techniques such as generative models, diffusion models, discriminative models, or transfer learning
- Familiarity with multi-threaded programming and communication mechanisms
- Understanding of multimedia stream data processing flows, ideally including 3D scene or point cloud pipelines
Responsibilities
- Building and developing video and generative video processing applications on both desktop and mobile systems
- Participating in research and performance evaluation of video processing, video generation, and 3D reconstruction algorithms
- Designing and developing algorithms in Zoom’s video and 3D reconstruction processing pipelines at both module and system levels
- Implementing video, neural rendering, and 3D Gaussian Splatting algorithms with modular, well-organized, and production-ready code
- Optimizing video, generative, and 3D reconstruction algorithms to achieve real-time performance on corresponding platforms
- Customizing, integrating, and shipping deep learning models—including video generative models and 3D neural rendering models—across Mac, Windows, iOS, and Android
- Setting up test environments, developing test tools, and designing unit tests for runtime verification of video and 3D pipeline components
Other
- Hold either a PhD or Master in Electrical Engineering, Computer Science, Applied Mathematics, or related fields
- Excellent communication, oral, written, and interpersonal (in both Mandarin and English), analytical and troubleshooting skills
- Ability to work in a hybrid environment with a mix of office and remote work
- Ability to work with a global team, including members in China and Singapore
- Ability to apply for accommodations during the hiring process if required
