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Senior Engineering Manager, Unified Embeddings Platform

Requisitos y responsabilidades

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Details

  • 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.
  • 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. You are an undying advocate for platform users and have a deep intuition for the machine learning development lifecycle.
  • 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
  • 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
  • Family Planning Support
  • Gender-Affirming Care
  • Mental Health & Coaching Benefits
  • Flexible Vacation & Paid Volunteer Time Off
  • Generous Paid Parental Leave
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