Data engineering includes what some companies might call Data Infrastructure or Data Architecture. The data engineer gathers and collects the data, stores it, does batch processing or real-time processing on it, and serves it via an API to a data scientist who can easily query it.

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Matt Zimmer
Real-time Data Infrastructure Senior Engineer @Netflix Matt Zimmer