Data Engineering Manager
Core
Build and scale a data platform and data apps that powers business insights and drives production ML systems for hundreds of millions of users.
Role type
Senior IC data engineering manager (ML systems)
Builds
Self-service data platform, batch and streaming pipelines, production ML systems (recommendation, ranking, prediction)
Domain
Internet / Mobile / Data Engineering / Machine Learning
Deliverable
production ML models
Required skills
Data engineering management, large-scale distributed systems architecture, production ML systems design, Spark, Flink, Java, Python, AWS cloud
Preferred skills
ML platform/feature store experience, modern ML/infra stack (PyTorch, TensorFlow, SageMaker, Kubernetes, Argo), data lakehouse/analytics stack (Iceberg, Athena, ClickHouse), LLM-based systems deployment
