Deep understanding of large-scale recommender systems
Reddit is seeking a Machine Learning Manager for their Notifications Relevance team, responsible for improving user engagement through personalized notifications. The ideal candidate will have extensive experience in machine learning systems and team leadership, contributing to the design and optimization of algorithms that enhance user experience
Job Summary
The role involves leading a team dedicated to advancing notifications relevance systems to drive daily active user growth and long-term retention.
Candidates must possess deep expertise in building and deploying large-scale recommender systems covering budgeting optimization, candidate retrieval, and ranking.
The company offers comprehensive benefits including healthcare, 401k matching, flexible vacation, and generous paid parental leave.
Matching Summary
Match Score: 85
Reddit is seeking a Machine Learning Manager for their Notifications Relevance team, responsible for improving user engagement through personalized notifications. The ideal candidate will have extensive experience in machine learning systems and team leadership, contributing to the design and optimization of algorithms that enhance user experience.
Salary
Base: $230,000 - $322,000 USD; Bonus/Equity: Eligible for restricted stock units; Benefits: Comprehensive healthcare, 401k match, paid time off
Skills & Requirements
Must-have
2+ years managing engineering teams
5+ years ML or software engineering experience
Deep understanding of large-scale recommender systems
Hands-on experience with deep learning models
Experience with distributed training and inference
Nice-to-have
Familiarity with reinforcement learning in recommendations