Senior Software Developer, Machine Learning

Google Google · Big Tech · Mountain View, CA +3

This role focuses on developing and innovating machine learning-based algorithms for video compression, aiming to improve efficiency and reduce complexity for both traditional and generative content. The role involves contributing to industry standards and developing novel algorithms for next-generation codecs, with a specific emphasis on Generative AI applications.

What you'd actually do

  1. Innovate technologies and algorithms for video compression.
  2. Develop innovative algorithms that improve the compression efficiency and reduce the computational complexity for video compression.
  3. Work with experts to standardize technology into a next-generation standard.
  4. Develop novel video compression algorithms to improve codec performance for both camera-captured and generative contents.

Skills

Required

  • software development
  • machine learning algorithms and tools
  • building production quality machine learning (ML) systems and infrastructure
  • video compression
  • video processing
  • video encoding
  • video decoding

Nice to have

  • image processing
  • computer vision
  • machine learning applications
  • signal/image processing
  • real-time communication
  • Generative AI (Large Language Models, Multi-Modal, Large Vision Models)

What the JD emphasized

  • machine learning-based algorithms
  • novel video compression algorithms
  • generative contents
  • Generative AI

Other signals

  • machine learning-based algorithms for next-generation standards
  • develop novel video compression algorithms to improve codec performance for both camera-captured and generative contents
  • Experience in Generative AI (Large Language Models, Multi-Modal, Large Vision Models)