Reddit

Senior Staff Machine Learning Engineer, Ads Marketplace Quality

United States

Reddit Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Advertising, Marketplace, Online CommunitiesIndustries

Requirements

Candidates should possess a Bachelor’s degree in Computer Science, Statistics, or a related field, and have at least 7 years of experience in machine learning engineering, with a strong focus on developing and deploying production-level machine learning models. Deep understanding of machine learning algorithms, statistical modeling, and data mining techniques is essential, along with experience in designing and implementing scalable data pipelines. Experience with auction and pricing mechanisms is highly preferred.

Responsibilities

As a Senior Staff Machine Learning Engineer, you will lead the development and execution of strategies related to the ads marketplace, auction, and pricing, proactively furthering the team's understanding of marketplace dynamics and developing algorithms to improve efficiency and effectiveness. You will oversee end-to-end ML workflows, mentor junior and senior engineers, foster innovation, and collaborate with cross-functional teams to optimize the ads marketplace and drive Reddit’s vision for an advertising platform.

Skills

Machine Learning
Data Ingestion
Feature Engineering
Model Training
Model Evaluation
Model Deployment
Auction Mechanisms
Pricing Strategies
Algorithm Development
Cross-Functional Collaboration
Mentoring
Leadership

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.

Key Metrics

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.

Land your dream remote job 3x faster with AI