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Artificial Intelligence Research Scientist
2 months ago
We are a highly ambitious team of engineers and scientists working together to implement the vision of the Content Fabric - a decentralized platform for video and commerce.
The Eluvio Content Fabric provides an innovative distributed and decentralized video processing framework with just-in-time and personalized experiences, made possible through our state-of-the-art real-time content routing and just-in-time code execution.
Job SummaryWe are currently looking for a full-time research scientist for the AI Team. As an AI Research Scientist, you will have the opportunity to work with the AI Team on cutting-edge generative AI technologies for improving the content/video descriptors as well as our software offerings for generative AI-based content.
Key Responsibilities- Survey: Exploring generative AI technologies targeting multimedia content improvement and/or generation.
- Research (Proof of Concept): Design and development of advanced generative techniques towards content improvement, like A/V quality, resolution, etc. as well as video description, understanding, and summarization.
- Design and development of advanced generative techniques for user-guided content generation. For e.x. Text to Image, Text to Video, etc.
- Development (Engineering): Integrating the developed model into the Eluvio ML stack.
- Has Masters in a relevant field, Ph.D. preferred.
- Has research experience with modern generative technologies like Diffusion, GANs, etc. for video restoration and/or text-to-image (text-to-video) generation.
- Has working knowledge of multimodal learning (CLIP, BLIP, etc.) and a good understanding of advanced learning settings like self-supervised learning, semi-supervised, and transductive learning.
- Has prior publications in top-tier conferences like NeuRIPS, ICML, ICLR, CVPR, KDD, RecSys, etc and/or journals.
- Strong experience with Python-based eco systems - Pytorch, Tensorflow, JAX, etc.
- Medical, dental, 401K
