Senior Engineering Manager - Unified Embeddings Platform
Who We Are: The Machine Learning Platform team at Reddit is a high-impact team that owns the foundational embeddings and infrastructure that powers recommendations, content discovery, user and content quantification, while directly impacting other teams such as Growth, Ads, Feeds, and Core Machine Learning teams.
What You’ll Do: 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.
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.
Who You Might Be:
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
Benefits:
Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base pay range for this position is:
$266,000—$372,400 USD
About the job
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Senior Engineering Manager - Unified Embeddings Platform
Who We Are: The Machine Learning Platform team at Reddit is a high-impact team that owns the foundational embeddings and infrastructure that powers recommendations, content discovery, user and content quantification, while directly impacting other teams such as Growth, Ads, Feeds, and Core Machine Learning teams.
What You’ll Do: 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.
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.
Who You Might Be:
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
Benefits:
Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base pay range for this position is:
$266,000—$372,400 USD