Senior Engineering Manager, Unified Embeddings Platform
New
R
RedditMachine Learning
Remote - United StatesFull-TimeManager
Salary266,000 - 372,400 USD per year
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Job Details
- Experience
- 4+ years of experience in people management; 8+ years of work experience in a production software development environment
- Required Skills
- Machine LearningPeople ManagementData engineering
Requirements
- 4+ years of experience in people management
- 8+ years of work experience in a production software development environment
- 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 focus on scalability, reliability, performance, and ease of use
- Strong organizational & communication skills
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.
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