Senior Machine Learning Engineer, App Ads

United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Internet, Advertising, Social Media, AI & Machine LearningIndustries

Requirements

Candidates are required to possess at least two years of experience with industry-level deep learning models, two years of experience with mainstream ML frameworks such as TensorFlow and PyTorch, and three years of end-to-end experience in training, evaluating, testing, and deploying industry-level models. Furthermore, three years of experience orchestrating complicated data generation pipelines on large-scale datasets is necessary, along with experience in the ads domain and conversion modeling being a plus, as well as experience with recommendation systems being a plus.

Responsibilities

The Senior Machine Learning Engineer will develop advanced and scalable deep learning models using cutting-edge techniques for critical machine learning tasks within the app conversions modeling domain, design and implement innovative strategies for signal loss mitigation, research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures, perform systematic feature engineering to convert raw data from Reddit into features using various FE technologies, act as a mentor and cross-functional advocate for the team, and contribute meaningfully to team strategy with active participation encouraged in planning for the future.

Skills

Deep Learning

Neural Networks

Feature Engineering

Aggregation

Embedding

Model Architecture

Signal Loss Mitigation

Handling Noisy Data

Model Optimization

Data Analysis

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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