Reddit

Machine Learning Manager, Notifications Relevance

Reddit$230K — $322K *
US-AnywhereRemote in United States
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 2+ years experience in engineering team leadership.
  • 5+ years as a Machine Learning or Software Engineer on large-scale ML systems.
  • Deep understanding of large-scale recommender systems deployment.
  • Hands-on experience with deep learning and real-time systems.
  • Familiarity with reinforcement learning and multi-objective optimization.

Responsibilities

  • Lead the architecture and design of notifications relevance at Reddit.
  • Guide the team on adaptive systems for optimization and ranking.
  • Collaborate with ML engineers to implement and optimize personalization models.
  • Participate in the full development cycle from design to deployment.
  • Build and maintain a diverse, collaborative team.
  • Align team goals with company objectives and communicate effectively with stakeholders.
  • Identify career goals for engineers and promote their development.

Benefits

  • Comprehensive Healthcare Benefits and Income Replacement Programs
  • 401k with Employer Match
  • Global Benefit programs tailored to personal lifestyles
  • Family Planning Support
  • Gender-Affirming Care
  • Mental Health & Coaching Benefits
  • Flexible Vacation & Paid Volunteer Time Off
  • Generous Paid Parental Leave
Full Job Description
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 #LI-remote, #LI-JS5 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 salary 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 salary range for this position is: $230,000-$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.

About Reddit

Reddit is an American social news aggregation, web content rating, and discussion website. Registered members submit content to the site such as links, text posts, images, and videos, which are then voted up or down by other members. Posts are organized by subject into user-created boards called "communities" or "subreddits", which cover topics such as news, politics, religion, science, movies, video games, music, books, sports, fitness, cooking, pets, and image-sharing. Submissions with more upvotes appear towards the top of their subreddit and, if they receive enough upvotes, ultimately on the site's front page. Although there are strict rules prohibiting harassment, it still occurs, and Reddit administrators moderate the communities and close or restrict them on occasion. Moderation is also conducted by community-specific moderators, who are not considered Reddit employees. As of September 2021, Reddit ranks as the 19th-most-visited website in the world and 7th most-visited website in the U.S., according to Alexa Internet. About 42–49.3% of its user base comes from the United States, followed by the United Kingdom at 7.9–8.2% and Canada at 5.2–7.8%. Twenty-two percent of U.S. adults aged 18 to 29 years, and 14 percent of U.S. adults aged 30 to 49 years, regularly use Reddit. Reddit was founded by University of Virginia roommates Steve Huffman and Alexis Ohanian, with Aaron Swartz, in 2005. Condé Nast Publications acquired the site in October 2006. In 2011, Reddit became an independent subsidiary of Condé Nast's parent company, Advance Publications. In October 2014, Reddit raised $50 million in a funding round led by Sam Altman and including investors Marc Andreessen, Peter Thiel, Ron Conway, Snoop Dogg, and Jared Leto. Their investment valued the company at $500 million then. In July 2017, Reddit raised $200 million for a $1.8 billion valuation, with Advance Publications remaining the majority stakeholder. In February 2019, a $300 million funding round led by Tencent brought the company's valuation to $3 billion. In August 2021, a $700 million funding round led by Fidelity Investments raised that valuation to over $10 billion.
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2005

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