Artificial Intelligence Research Scientist

5 days ago

Berkeley, California, United States Eluvio Full time
Job Opportunity

We are seeking a highly skilled Research Scientist to join our AI Team at Eluvio. As a key member of our team, you will have the opportunity to work on cutting-edge generative AI technologies for improving content and video descriptors, as well as our software offerings for generative AI-based content.

The scope of this work includes:

  • Survey and Research: Exploring generative AI technologies targeting multimedia content improvement and/or generation.
  • Development: Design and development of advanced generative techniques for content improvement, such as A/V quality, resolution, and video description, understanding, and summarization.
  • Engineering: Integrating the developed model into the Eluvio ML stack.

You will have the opportunity to work on unique multimodal data sets, including video, audio, speech, text, image, and 3D, and contribute to the development of a specific product line unique to Eluvio's AI stack offering. We encourage publishing research in top conferences.

Requirements:

  • Masters in a relevant field, Ph.D. preferred.
  • Research experience with modern generative technologies like Diffusion, GANs, etc. for video restoration and/or text-to-image (text-to-video) generation.
  • Working knowledge of multimodal learning (CLIP, BLIP, etc.) and advanced learning settings like self-supervised learning, semi-supervised, and transductive learning.
  • Prior publications in top-tier conferences like NeuRIPS, ICML, ICLR, CVPR, KDD, RecSys, etc. and/or journals.
  • Strong experience with Python-based ecosystems - Pytorch, Tensorflow, JAX, etc.

Nice to Have:

  • Working knowledge of java-script, Rust, etc.
  • Full-stack application experience operating and using video tools such as ffmpeg.

Benefits:

Medical, dental, 401K

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