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.