Software Engineer, Ads ML Features Platform

About the Role

Join our innovative team to build and scale a cutting-edge feature platform that powers Ads ML. This role is crucial for making high-quality features easy to build, share, and maintain, directly impacting Reddit's advertising capabilities.

About the Team & Work Environment

Our small but growing team focuses on developing a scalable feature platform for Ads ML, tackling projects like batch feature management, impression feature stores, and event-driven features. We embrace a flexible-first work model, welcoming applications from individuals based remotely in the United Kingdom.

Responsibilities

• Design and build robust data infrastructure for large-scale feature computation, transformation, and storage.
• Develop reliable, scalable, and user-friendly frameworks for batch and event-driven features.
• Enhance data quality and governance through validation, anomaly detection, drift monitoring, and feature lineage tracking.
• Collaborate with ML engineers to seamlessly integrate feature engineering workflows into production systems.
• Contribute to and ensure reproducibility of training set generation pipelines.

Requirements

• Proven deep experience in building high-scale data infrastructure.
• Solid experience with ML platforms and feature management systems.