Senior Data Engineer, ML Platform - Remote

Overview

Reddit is a community of communities, built on shared interests, passion, and trust. The Machine Learning Platform team at Reddit is a high-impact team that owns the infrastructure powering recommendations, content discovery, and user and content quantification.

In Short

• Lead development of data pipelines and workflows for large scale ML models.
• Design and implement scalable and secure data processing pipelines.
• Ensure data is cleansed, mapped, and transformed for optimal use.
• Build effective data pipelines to streamline ingestion and processing tasks.
• Set up and operate data workflow management tools.
• Load transformed data into storage and reporting structures.
• Monitor and troubleshoot issues with the data environment.
• Support monitoring and observability across training datasets.
• Maintain effective documentation of data procedures and systems.

Requirements

• 5+ years of experience in Data Engineering or ML Infrastructure.
• Experience with large scale data transforms.
• Experience with Graph DB, Spark, and Kafka pipelines.
• Experience with Airflow and MLFlow.
• Experience with storage frameworks like BQ, parquet, iceberg.
• Awareness of ML models and architectures.
• Strong focus on scalability, reliability, and performance.
• Strong organizational and communication skills.

Benefits

• Comprehensive Healthcare Benefits and Income Replacement Programs.
• 401k Match.
• Family Planning Support.
• Gender-Affirming Care.
• Mental Health & Coaching Benefits.
• Flexible Vacation & Reddit Global Days off.
• Generous paid Parental Leave.
• Paid Volunteer time off.