Data Engineering

Data movement patterns explained (ETL, ELT, CDC & more)

This matters because reliable transformation is becoming a strategic layer in analytics delivery, improving trust, reuse, and the quality of business-facing data products.

DL • 2026-03-10

Data movement patterns explained (ETL, ELT, CDC & more)

ETL, ELT, batch, CDC, reverse ETL—learn the key data movement patterns and when to use each.

Open source reference