Reddit is looking to architect, implement, and maintain foundational ML infrastructure used to compute, store and retrieve features powering Feeds Ranking, Content Understanding, Recommendations, Ads, and much more to fulfill Reddit’s mission of bringing community and belonging to everyone in the world.
Requirements
- Experience building feature stores and feature engineering infrastructure
- Experience building production-quality code incorporating testing, evaluation, and monitoring using object-oriented programming, including experience in Python, Scala, and golang.
- Experience with Kubernetes
- Knowledge of maintaining or developing applications using large-scale open source data stack, e.g, Kafka, Flink, Cassandra, Redis
- Comfortable with distributed systems, big data (Petabyte scale) and data-intensive systems
- Experience working on large-scale ML Systems serving 100s of millions of users
Responsibilities
- Lead the building, testing, and maintenance of our ML Feature Store and Feature Engineering infrastructure at Reddit that serves 100 million+ redditors.
- Work with other engineers across ML Platform and Reddit infrastructure to significantly advance the ML Platform.
- Build feature stores for online inference and model training, tools that enable machine learning engineers (MLEs) and data scientists (DSs) to improve the ML feature software development lifecycle.
- Work with management on team goal setting, planning, and de-risk project execution
- Mentor other team members in adopting a rigorous DevOps approach to maintain and/or improve ML infra components and services health and quality
Other
- 4-6+ years of work experience in a production software development environment
- Strong organizational & communication skills
- This role is completely remote-friendly.
- Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve.
- Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures.
