Senior Machine Learning Infrastructure Engineer, Embedding Platform

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com . The LS Embedding Machine Learning Platform team is at the forefront of building highly expressive, machine learning models that power Reddit’s recommendation systems. We go beyond standard retrieval and ranking architectures, leveraging modern deep learning approaches and scalable model designs to enhance personalization across Reddit’s ecosystem. Our work impacts content discovery, user engagement, and platform growth at a massive scale. About the Role As a Senior Machine Learning Infrastructure Engineer , you will work across both model development and ML platform to build large-scale learning systems that improve recommendation and personalization on Reddit. At the senior level, you will own major technical components end to end: designing models, implementing training and evaluation pipelines, and driving production deployment in close partnership with ML platform, product, and cross-functional ML teams. Responsibilities Design, train, and improve large-scale machine learning platforms for recommendation or personalization systems. Own and deliver major ML systems components end to end, from problem framing through production rollout. Build and optimize end-to-end ML pipelines spanning data preparation, feature generation, training, evaluation, and deployment. Improve distributed training, model efficiency, and online inference performance. Apply modern modeling approaches including sequence modeling and related foundation-model techniques to Reddit use cases. Develop reliable serving and monitoring patt