Reddit, Inc.Remote
Senior Engineering Manager, Unified Embeddings Platform
United States of America
Full Time
4 days ago
$266,000 - $372,000 USD
H1B Sponsor Likely
Key skills
Machine LearningMLMentoringCommunication
About this role
Reddit is a community of communities, built on shared interests and trust, and is home to authentic conversations on the internet. As a Senior Engineering Manager for the Unified Embeddings Platform, you will lead the Embeddings Platform Team, architecting and maintaining foundational ML embeddings that empower various product verticals at Reddit. Your role involves collaborating with cross-functional teams to enhance the machine learning software development lifecycle and driving high-impact projects that align with company goals.
Responsibilities:
- Lead the creation of foundational embeddings at Reddit leveraging state of the art architectures such as graph neural networks, transformer based sequence models, foundational models, etc
- Lead the design and long-term evolution of Reddit’s Embeddings platform enabling all ML teams access, store and share embeddings
- Drive high-impact, high-leverage projects that align with Reddit’s broader engineering and business goals
- Build and grow a high-performing team, including hiring, mentoring, and creating a culture of technical excellence
- Establish and champion best practices for the production, consumption, and governance of machine learning features
- Serve as a thought partner to product and upper management to ensure your team’s plans align with company goals
- Communicate your team’s work and set expectations with cross-functional stakeholders
Requirements:
- 4+ years of experience in people management
- 8+ years of work experience in a production software development environment
- Strong focus on scalability, reliability, performance, and ease of use
- Experience working on large-scale ML Systems serving 100s of millions of users
- Experience building self service platform enabling storage and sharing of large scale data and embeddings
- Experience with leading modelling teams powering the creation of foundational embeddings based on state of the art architectures
- Strong organizational & communication skills