Machine Learning Engineer for Video Quality Analysis
3 weeks ago
As a Machine Learning Engineer for Video Quality Analysis, you will be part of a new team at Amazon Digital UK Limited, working on cutting-edge technology to ensure the highest quality video experience for our customers. Our team develops industry-leading mechanisms to detect video defects automatically and instantly, from content origin to end users' devices. We use the expertise we develop to advance the state-of-the-art in objective measures that can detect defects and predict our customers' perceptions of image and audio quality.
Key Responsibilities
Our team develops detectors consisting of deep computer vision and Machine Learning (ML) techniques, requiring the ability to conduct research and methods that can identify these defects with high-accuracy and low friction. This requires depth of science application across all aspects of the ML Lifecyle, including model training, optimisation, experimentation, and maintenance. Lead engineers are also expected to have a strong understanding of statistics and math, combined with core SDE computer science skills that enable them to dive deep into algorithmic performance, e.g., data structures.
About the Team
The team is based in Amazon's engineering centre in London and consists of engineers with a variety of backgrounds, from seasoned Amazonians to newly hired. We work closely with other Prime Video engineering teams, including teams based on the US west coast and India as well as in London. We're a new team with a new charter doing cool stuff with the latest toys, trialing and erroring with the boldest innovative ideas. We're building systems at Amazon scale that many others will depend on, and the nature of what we're doing means we get to collaborate and work with experts from all across Prime Video.
Requirements
- Experience contributing to the architecture and design of new and current systems
- Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design
- Experience in professional, non-internship software development
- Master's degree in Machine Learning, Applied Mathematics, Operations Research or a related field, or equivalent work experience
Preferred Qualifications
- Bachelor's degree in computer science or equivalent
- Experience with full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
- Experience with developing and deploying Machine Learning Operations (MLOps) at scale
- Experience with large scale foundational models and transformer based architecture (GenAI)
What We Offer
We offer a dynamic and fast-paced environment where innovating on behalf of our customers is at the heart of everything we do. We're building systems at Amazon scale that many others will depend on, and the nature of what we're doing means we get to collaborate and work with experts from all across Prime Video. We're a new team with a new charter doing cool stuff with the latest toys, trialing and erroring with the boldest innovative ideas. We're looking for talented engineers who are passionate about machine learning and video quality analysis to join our team and help us shape the future of entertainment.
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London, Greater London, United Kingdom Amazon Digital UK Limited Full timeAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team in London, where you will play a key role in developing innovative solutions for video quality analysis. As a member of our team, you will work closely with cross-functional teams to design, develop, and deploy cutting-edge machine learning models that ensure the highest...
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London, Greater London, United Kingdom Amazon Digital UK Limited Full timeAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team in London, where you will play a key role in developing innovative solutions for video quality analysis. As a member of our team, you will work closely with cross-functional teams to design, develop, and deploy cutting-edge machine learning models that ensure the highest...
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London, Greater London, United Kingdom Amazon Digital UK Limited Full timeAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team in London, where you will play a key role in developing innovative solutions for video quality analysis. As a member of our team, you will work closely with cross-functional teams to design, develop, and deploy machine learning models that detect video defects and...
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