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Reddit
Reddit

Network of communities based on shared interests

Machine Learning Manager, Notifications Relevance

직무머신러닝
경력리드급
위치Remote - United States
근무원격
고용정규직
게시1주 전
지원하기

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 121 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.

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, Py Torch 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/.

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.

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.

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Reddit 소개

Reddit

Reddit

Public

Reddit is an American proprietary social news aggregation and forum social media platform. Registered users submit content to the site such as links, text posts, images, and videos, which are then voted up or down by other members.

1,001-5,000

직원 수

San Francisco

본사 위치

$10B

기업 가치

리뷰

6개 리뷰

2.8

6개 리뷰

워라밸

1.5

보상

2.0

문화

1.8

커리어

2.5

경영진

1.3

15%

지인 추천률

장점

Leadership willing to apologize for mistakes

Some responsive upper management

Personal outreach from leaders

단점

Extremely long work hours (12+ hours daily)

Excessive micromanagement and monitoring

Poor work-life balance policies

연봉 정보

41개 데이터

Junior/L3

Mid/L4

Senior/L5

Staff/L6

Director

Junior/L3 · Data Scientist

3개 리포트

$253,500

총 연봉

기본급

$195,000

주식

-

보너스

-

$247,000

$260,000

면접 후기

후기 3개

난이도

3.0

/ 5

소요 기간

14-28주

합격률

33%

경험

긍정 0%

보통 67%

부정 33%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Final Round

6

Offer

자주 나오는 질문

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit