Staff Machine Learning Engineer, Ads Foundational Representations

Staff Machine Learning Engineer, Ads Foundational Representations at reddit - Remote Full Time Position

What This Role Involves

The Ads Foundational Representations (AFR) team develops signals and representations of Reddit’s core entities (ads, posts, users, and so on), capturing the semantic, contextual, and behavioral information that Reddit Ads needs. We work on building embeddings to improve ad targeting, personalization, and overall user experience across the platform.

Responsibilities

• Develop and maintain advanced machine learning models for ads representation
• Create and optimize embeddings for various entities within the platform
• Collaborate with cross-functional teams to integrate new representations into ad systems
• Analyze data and provide insights to improve ad performance and user engagement
• Conduct experiments and research to drive innovation in ads technology

Who We're Looking For

We are seeking a highly skilled Staff Machine Learning Engineer with experience in building and deploying machine learning models for large-scale applications. You should have a strong background in natural language processing, deep learning, and embeddings. Experience working on distributed systems and familiarity with Python, TensorFlow, or PyTorch is essential.

Working at reddit

Reddit has a flexible first workforce. Don’t live near our office? No worries: you can work remotely from anywhere in the UK or the Netherlands. As a remote employee, you will have access to all the tools and resources needed to succeed in your role.

Applying for This Role

To apply, complete your application directly on this page, or you'll be redirected to the employer's application platform to finish submitting there. Please ensure you include a detailed resume and cover letter highlighting your relevant experience with machine learning models and embeddings.