Senior Video Compression Efficiency Research Scientist
3 weeks ago
Job Summary
This role involves developing advanced machine learning and deep learning models to improve Prime Video's content adaptive encoding practices for video-on-demand streaming use cases. The ideal candidate will work closely with subject matter experts to maximize the video quality experienced by Prime Video customers under varying network conditions.
Key Responsibilities
- Develop machine learning and deep learning models based on content properties across the encoding process, including modern encoders and next-gen codecs.
- Collaborate with research scientists to develop innovative solutions that balance speed and performance.
- Conduct subjective ratings tests to generate ground truth data for models, when required.
- Develop novel approaches to fast searches in high-dimensional parameter spaces.
- Contribute to the development of new video quality models that correlate highly with subjective ratings.
About the Team
The team's mission is to build and operate the most innovative video streaming technology stack that provides the best customer-centric streaming experience for video-on-demand and live content globally.
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