Best data processing jobs tools in 2025

Lume

Automate and validate data mapping effortlessly.

Hadoop

Framework for processing large data sets across multiple systems.

MostlyAI

Generate realistic synthetic data while protecting privacy.

Apache Hadoop

Framework for processing large datasets across multiple computers.

BigDL

Run deep learning models efficiently on large datasets.

Apache Samza

Real-time data processing framework for stateful applications.