Reddit

Staff Machine Learning Engineer, Ads Targeting

United States

Reddit Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Internet, Social Media, AdvertisingIndustries

Requirements

Candidates should possess tech lead experience in a product ML team, driving research and technical direction to improve business outcomes using applied ML, experience with ads retrieval modeling, ranking, or recommendation systems, experience with deep learning models for retrieval (two tower, GNNs, transformers, LLMs), 5+ years of end-to-end experience training, evaluating, testing, and deploying machine learning models, and 2+ years of experience building machine learning models with Tensorflow/Pytorch.

Responsibilities

As a Staff Machine Learning Engineer, you will own and execute the mission to automate targeting and deliver the most relevant audiences to advertisers, designing and implementing ML-based targeting products like auto targeting and user lookalikes, driving research direction and technical roadmap for complex projects, leading day-to-day project execution, collaborating closely with product managers and cross-functional partners to develop and prioritize the roadmap, researching, implementing, testing, and launching new model architectures for retrieval using deep learning, providing mentorship to junior MLEs, owning offline & online experimentation of ML models for improving targeting products, working on large-scale data systems and product integration, and collaborating closely with multiple stakeholders across product, engineering, research, and marketing.

Skills

Machine Learning
Deep Learning
GNNs
Transformers
Two Tower Models
LLMs
Model Deployment
Data Systems
Recommendation Systems
Ranking
Retrieval Modeling
Online & Offline Experimentation
Large-scale Data
Cross-functional Collaboration

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.

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