Senior Machine Learning Engineer, Ads

United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Social Media, Biotechnology, InternetIndustries

Requirements

Candidates should have a strong background in machine learning, with experience in building and deploying large-scale ML systems. Familiarity with ML serving stacks, performance optimization, and data retrieval systems is expected. Experience with attribution and identity solutions, as well as advertiser optimization tools and marketplace dynamics, is a plus.

Responsibilities

The Senior Machine Learning Engineer will be responsible for designing, implementing, and optimizing ML systems for Reddit's Ads platform. This includes working on ML serving stacks, improving targeting products, developing attribution and identity solutions, and contributing to advertiser optimization tools and marketplace dynamics. The role involves ensuring the scalability, reliability, and efficiency of ML models and systems to enhance user and advertiser experiences.

Skills

Machine Learning

Python

C++

Java

Scala

Spark

Hadoop

SQL

Distributed Systems

Data Mining

Statistical Analysis

Experimentation

A/B Testing

Deep Learning

TensorFlow

PyTorch

Scikit-learn

Cloud Platforms (AWS, GCP, Azure)

Big Data Technologies

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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