Reddit

Machine Learning Manager - Ads Engagement Modeling

United States

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Internet, Social Media, AdvertisingIndustries

Position Overview

  • Location Type: Remote
  • Employment Type: [Not Specified]
  • Salary: [Not Specified]

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 101M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

The Ads Engagement Modeling Team plays a pivotal role in developing and maintaining machine learning models that drive user engagement on Reddit, with a special focus on predictive modeling around interactions like click through prediction, video views, content engagement metrics, and other media-based interactions. As we expand our machine learning infrastructure and incorporate new engagement signals, we are looking for a skilled engineering manager who can lead this critical team. This role is well-suited for a leader with deep machine learning expertise, strategic vision, and a collaborative mindset to engage with both technical and cross-functional stakeholders.

Responsibilities

  • Set Technical Vision and Strategy: Define and execute a comprehensive roadmap for engagement modeling, balancing innovative approaches with business objectives.
  • Drive Technical Execution: Oversee the entire model development lifecycle—from ideation through deployment—ensuring exceptional performance and robustness of our machine learning models.
  • Lead and Mentor a High-Performing Team: Recruit, mentor, and retain top ML talent while fostering a culture of growth, collaboration, and technical excellence.
  • Collaborate Cross-Functionally: Partner with Product Managers, Data Scientists, and other engineering teams to align on engagement strategies, data requirements, and key performance indicators (KPIs).
  • Innovate in ML Architecture: Implement and optimize model architectures tailored for engagement prediction, leveraging deep learning and advanced machine learning techniques.

Requirements

  • Minimum of 2 years of management experience leading ML-focused teams.
  • At least 6 years of experience working with machine learning models at scale.
  • A minimum of 4 years of hands-on experience with TensorFlow or PyTorch.
  • Proven expertise in the end-to-end machine learning lifecycle, including training, evaluation, and deployment of large-scale models.
  • Experience with ads or engagement modeling is a plus, particularly with a focus on media interactions.

Benefits

  • Comprehensive Healthcare Benefits
  • 401k Matching
  • Workspace benefits for your home office
  • Personal & Professional development funds
  • Family Planning Support
  • Flexible Vacation (please use them!) & Reddit Global Wellness Days
  • 4+ months paid Parental Leave
  • Paid Volunteer time off

Company Information

Reddit, Inc. is committed to transparency and offers a range of benefits to its employees. For more information, please visit redditinc.com.

#LI-Remote

Pay Transparency: This job posting may span more than one career level.

Skills

Machine Learning
Model Development
Model Deployment
Data Analysis
Team Leadership
Cross-Functional Collaboration
Strategic Planning

Reddit

Online platform for community discussions and content

About Reddit

Reddit is an online platform that allows users to post, vote, and comment on content within various communities based on shared interests. Users can engage in discussions on a wide range of topics, from news and sports to entertainment and hobbies. The platform features a unique voting system where content can receive upvotes or downvotes, helping the most popular posts gain visibility. Reddit generates revenue primarily through advertising, premium memberships, and the sale of virtual goods like Reddit Coins. Unlike many other social media platforms, Reddit emphasizes community-driven content and discussions, creating a space for authentic interactions among users. The goal of Reddit is to foster engagement and connection among its diverse user base.

San Francisco, CaliforniaHeadquarters
2005Year Founded
$1,177.1MTotal Funding
IPOCompany Stage
Consumer Software, EntertainmentIndustries
1,001-5,000Employees

Benefits

Comprehensive health benefits
Flexible unlimited vacation days & monthly global wellness days
Family planning funds & 4+ months paid parental leave
Personal & professional development funds
Paid volunteer time off
Workspace & home office benefits

Risks

Reliance on advertising revenue faces competition from platforms like TikTok and Instagram.
AI tools like 'Reddit Answers' may raise privacy and data usage concerns.
NFT market expansion exposes Reddit to volatility and regulatory scrutiny.

Differentiation

Reddit's unique voting system promotes engaging and authentic content discovery.
The platform's diverse communities cater to a wide range of interests and discussions.
Reddit's AI-powered tools enhance user experience and content moderation.

Upsides

Reddit's confidential IPO plans signal potential growth and market expansion.
AI-driven content moderation can improve user safety and platform reliability.
Expansion into blockchain and NFTs opens new revenue streams and user engagement.

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