Senior Engineering Manager, Unified Embeddings Platform
Core
Architecting and maintaining the foundational ML embeddings platform that powers recommendations, content discovery, and user quantification for Reddit's 126 million daily active users.
Role type
Senior Engineering Manager, Unified Embeddings Platform
Builds
Foundational embeddings platform enabling all ML teams to access, store, and share embeddings based on large-scale graph neural networks and transformer models.
Domain
Social Media / Machine Learning Infrastructure
Deliverable
production ML models
Required skills
People management, large-scale ML systems architecture, self-service platform design, ML feature governance, team building and mentoring, cross-functional stakeholder alignment
Preferred skills
Experience with graph neural networks, foundational models, sequence models, hiring and culture building
Technologies
Graph neural networks, transformer-based sequence models, foundational models
Responsibilities
Lead the creation of foundational embeddings leveraging state-of-the-art architectures; Design and evolve the Embeddings platform for ML team access; Drive high-impact projects aligning with engineering and business goals; Build and grow a high-performing team; Establish best practices for ML feature production and governance; Partner with product and upper management on strategic alignment.
Seniority
Senior, hands-on IC with management responsibilities
