Senior Engineering Manager, Unified Embeddings Platform

Reddit
United States
Workplace: RemoteFull timeUSD 266,000 - 372,400 annuallyFunction: Solutions Engineering & Sales EngineeringSkills: ["Communication","Leadership","Mentoring","Team building"]

Lead the Embeddings Platform team to architect, implement, and maintain Reddit’s foundational ML embeddings infrastructure (graph neural networks, transformer-based sequence models, foundational models). Drive scalable, reliable platform evolution enabling ML engineers and data scientists across product verticals, while hiring, mentoring, and championing best practices for production ML features and governance.

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FursaFursa
Reddit
Reddit
10 months ago

Senior Engineering Manager, Unified Embeddings Platform

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 53 minutes agoStatus: Live

Job Summary

Lead the Embeddings Platform team to architect, implement, and maintain Reddit’s foundational ML embeddings infrastructure (graph neural networks, transformer-based sequence models, foundational models). Drive scalable, reliable platform evolution enabling ML engineers and data scientists across product verticals, while hiring, mentoring, and championing best practices for production ML features and governance.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Solutions Engineering & Sales Engineering
Seniority: Manager level

Key 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

Pay and Benefits

Salary: USD 266,000 - 372,400 annually
Equity and Bonus:Equity
Perks:Health Insurance401kRemote WorkPaid LeaveParental Leave

Key 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; advocate for platform users and ML lifecycle
  • •Experience working on large-scale ML Systems serving hundreds of millions of users
  • •Experience leading modelling teams powering embedding creation using state-of-the-art architectures
Experience:Machine learningML platformEmbeddingsGraph neural networksTransformer models
Skills:CommunicationLeadershipMentoringTeam building
Languages:English
Tech Stack:Graph neural networksTransformer modelsFoundational modelsLarge scale sequence modelsEmbeddings

Company Brief

Reddit
Operates Reddit, a large online community and discussion platform where users submit content, comment, and vote across topic-based communities (subreddits); monetizes via advertising, premium subscriptions, and awards.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2005
WebsiteLinkedIn