Machine Learning Manager, Notifications Relevance

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 116 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit

www.redditinc.com

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The Notifications Relevance Team focuses on delivering the right content to the right user at the right time through push, email, and in-app notifications. Our systems and algorithms operate on the world's largest corpus of human conversation, connecting Redditors with what matters - whether it’s recommending similar posts and subreddits, surfacing conversations they’ll care about, or introducing communities they didn’t know they needed.

We are looking for an Engineering Manager to lead our Notifications Relevance team, shaping the future of Notifications at Reddit. In this role, you will lead a team of machine learning engineers dedicated to advancing our current Notifications Relevance systems. This is a high-impact team driving DAU growth and long-term user retention by connecting users to what matters most to them.

If applying ML / AI in production to improve the relevance of Reddit Notifications excites you, then you’ve found the right place.

What You’ll Do

Lead the team that architects and designs notifications relevance at Reddit.

Guide team on holistic, adaptive systems covering budgeting optimization, candidate retrieval, and ranking.

Work with ML engineers to design, implement, and optimize machine-learning models that drive personalization and user re-engagement.

Participate in the full development cycle: design, develop, QA, experiment, analyze, and deploy.

Build and maintain a diverse team that can collaborate across disciplines to find technical solutions to complex challenges.

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.

Help your engineers identify career goals and create development plans to achieve them.

Constantly seek opportunities to push your engineers & managers outside their comfort zone and turn followers into leaders.

You Have

2+ years of experience building and managing engineering teams.

5+ years of experience as a Machine Learning Engineer or Software Engineer working on large-scale machine learning systems.

Deep understanding of building and deploying large-scale recommender systems (retrieval + ranking) in production.

Hands-on experience working with deep learning models, sequential features and real-time systems.

Experience With Distributed Training And Inference Using Tools Like Ray, Pytorch Distributed, Or Similar.

Familiarity with reinforcement learning or multi-objective optimization in recommendation systems.

Entrepreneurial and self-directed, innovative, results-oriented, biased towards action in fast-paced environments.

Able to communicate and discuss complex topics with technical and non-technical audiences.

Able to tackle ambiguous and undefined problems.

Benefits

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

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/

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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

$230,000

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$322,000 USD

In select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.

During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable.  We will not sell your personal information or disclose it to any third party for their marketing purposes.  We will delete any recording of your interview promptly after making a hiring decision.  For more information about how we will handle your personal information, including our retention of it, please refer to our

Candidate Privacy Policy for Potential Employees and Contractors

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Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve.  Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.