Description

You will lead the development and optimization of ML systems for large-scale feed products.

Responsibilities

  • Improve feed quality and user experience through advanced ranking and recommendation models.
  • Deep dive into technical ML system details alongside engineers and data science teams.
  • Manage trade-offs between quality, diversity, and other top-line metrics.
  • Collaborate with stakeholders across different timezones to deliver product improvements.
  • Implement collisionless embeddings to adapt to real-time changes in user behavior.

Required Skills

  • 5+ years of experience in machine learning and related fields.
  • Proven experience with ranking, recommendation, and personalization for large feeds.
  • Proficiency in Python, Golang, and gRPC.
  • Experience combining deep learning with real-time data processing.
  • Background working on large feed products and multi-sided marketplaces.
  • Ability to work with AI model monoliths.
  • Experience managing or leading teams.
  • Any Graduate degree.

Education

Any Graduate