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1 week ago
As a Data Management Specialist, you will be responsible for overseeing our vast video and image datasets. This involves having a deep understanding of video and image processing, as well as expertise in handling big data workflows and optimizing data pipelines for computer vision applications.
Key Responsibilities:
- Clean and maintain comprehensive video and image data sets to ensure they are free from corruption and correctly formatted
- Verify that media content aligns with its associated labels or purpose, performing quality control checks at the frame level for videos and pixel level for images
- Design and implement a robust database system to manage all visual assets with accurate metadata
- Create automated pipelines for dataset creation tailored to specific computer vision training needs
- Develop real-time data management systems for seamless integration of new content
- Establish reliable backup solutions and disaster recovery protocols, optimizing data infrastructure for high-speed access
Requirements:
- Experience managing large-scale video and image datasets, with expertise in video transcoding, compression formats, and codec specifications
- Strong understanding of image processing techniques and formats, as well as experience with big data technologies and distributed storage systems
- Advanced database design and management skills
- Proficiency in metadata extraction, validation, and standardization, with experience building scalable data pipelines for high-volume media processing
- Knowledge of computer vision training data requirements
- Familiarity with cloud storage solutions and content delivery networks
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