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As a Senior Engineering Manager, Unified Embeddings Platform, you will work lead our Embeddings Platform Team and be instrumental in architecting, implementing, and maintaining platform providing foundational ML embeddings based on state of the art architectures such as large scale graph neural networks, foundational models, large scale sequence models, etc. empowering all product verticals at Reddit to fulfill Reddit’s mission of bringing community and belonging to everyone in the world. You’ll partner with teams across Reddit infrastructure and ML modelling at the center of machine learning to enable machine learning engineers (MLEs) and data scientists (DSs) to improve the ML feature software development lifecycle.
Job Responsibility
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
What we offer
Comprehensive Healthcare Benefits and Income Replacement Programs
401k with Employer Match
Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support