Best Data Engineering software

23 tools with AI-ranked alternatives, pricing, pros and cons.

Aays Analytics logo

Aays Analytics

Aays Analytics is a data analytics and artificial intelligence consulting service for organizations needing help with...

Ilum logo

Ilum

Ilum is an open-source data platform for running and managing Apache Spark workloads on Kubernetes. It...

Upstack Data logo

Upstack Data

Upstack Data provides data engineering, analytics, and business intelligence services for organizations building modern data capabilities....

Datacoves logo

Datacoves

Datacoves is a managed data engineering platform for teams building analytics stacks with technologies such as...

IOMETE logo

IOMETE

IOMETE is a Kubernetes-native data lakehouse platform for teams that want to run analytics and data...

decube logo

decube

Decube is a data observability and data quality platform for data teams managing modern analytics stacks....

NewEvol Data Lake Solutions logo

NewEvol Data Lake Solutions

NewEvol Data Lake Solutions is a consulting and implementation service for organizations building cloud-based data lakes...

Versatile Data Kit logo

Versatile Data Kit

Versatile Data Kit is an open-source framework for building, testing, deploying, and operating data ingestion jobs....

LakeFS logo

LakeFS

lakeFS is an open-source data version control layer for object storage, designed for data engineers, platform...

INSYSIV logo

INSYSIV

INSYSIV is a data observability platform for monitoring data pipelines, detecting anomalies, and investigating data reliability...

Dataleyk logo

Dataleyk

Dataleyk is a data platform for centralizing organizational data and supporting analytics and AI workflows. It...

Xyonix logo

Xyonix

Xyonix is an AI consulting and custom software development company serving organizations that need machine learning,...

Amazon EMR logo

Amazon EMR

Amazon EMR is a managed AWS service for running Apache Spark, Hadoop, Hive, and related big-data...

Slurp Data Services Platform logo

Slurp Data Services Platform

Slurp is a data services platform for collecting, transforming, and delivering data to businesses and applications....

Qualdo҄’ logo

Qualdo҄’

Qualdo is a data quality and observability platform for data engineering, analytics, and governance teams. It...

flink Analytics logo

flink Analytics

Apache Flink is an open-source distributed engine for stateful stream and batch processing. It is used...

Lariat logo

Lariat

Lariat is a data integration platform for building and operating pipelines that move data between business...

Airflow.app logo

Airflow.app

Airflow is an open-source platform for authoring, scheduling, and monitoring batch-oriented data workflows in Python. It...

Hopsworks logo

Hopsworks

Hopsworks is a data and AI platform centered on an online and offline feature store for...

Shipyard logo

Shipyard

Shipyard is a data orchestration platform for data teams that build, schedule, and monitor pipelines across...

Talend Open Studio logo

Talend Open Studio

Talend Open Studio was an open-source desktop suite for building ETL and data integration jobs, primarily...

Union.core logo

Union.core

Union is a data and AI orchestration platform for teams running machine learning, analytics, and distributed...

EY CogniStreamer logo

EY CogniStreamer

CogniStreamer is EY's enterprise platform for processing streaming data and generating real-time analytical insights. It is...