Top 9 Big Data Tools in Data Integration

The best Big Data Tools within the Data Integration category - based on our collection of reviews & verified products.

Product categories

API Tools Big Data Big Data Infrastructure Big Data Tools Data Dashboard Data Integration Data Warehousing ETL Integrations Platform As A Service Stream Processing Web Service Automation Workflow Automation

Summary

The top products on this list are Talend Data Integration, layline.io, and MuleSoft. All products here are categorized as: Big Data Tools. Software for combining data from different sources into a unified view. One of the criteria for ordering this list is the number of mentions that products have on reliable external sources. You can suggest additional sources through the form here.

Talend Data Integration Landing Page

1

Talend Data Integration

Talend offers open source middleware solutions that address big data integration, data management and application integration needs for businesses of all sizes.

#Data Integration #Web Service Automation #ETL
layline.io Landing Page
2

layline.io

event processing. simplified.
Pricing:
- Free
- Free Trial
#API Tools #Data Integration #Big Data Tools
MuleSoft Landing Page

3

MuleSoft

MuleSoft provides an integration platform for connecting any application, data source or API, whether in the cloud or on-premises.

#API Tools #Data Integration #Workflow Automation 1 social mentions
Apache Camel Landing Page
4

Apache Camel

Apache Camel is a versatile open-source integration framework based on known enterprise integration patterns.
Pricing:
- Open Source
#Open Source #Data Integration #ETL 13 social mentions
AWS Database Migration Service Landing Page

5

AWS Database Migration Service

AWS Database Migration Service allows you to migrate to AWS quickly and securely. Learn more about the benefits and the key use cases.

#Marketing Analytics #Data Integration #ETL 31 social mentions
Amazon EMR Landing Page

6

Amazon EMR

Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

#Data Dashboard #Big Data #Big Data Infrastructure 10 social mentions
Starfish ETL Landing Page

7

Starfish ETL

The Starfish ETL (Extract Transform Load) Suite is a CRM integration and migration tool.

#Data Integration #Big Data Tools #ETL
Apache Flink Landing Page
8

Apache Flink

Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.
Pricing:
- Open Source
#Big Data #Stream Processing #Web Frameworks 45 social mentions
Google Cloud Dataflow Landing Page

9

Google Cloud Dataflow

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

#Data Dashboard #Big Data #Data Management 14 social mentions

Recent Big Data Tools Posts

Best ETL Tools: A Curated List

estuary.dev // 6 months ago

The Ultimate Guide to Choosing the Right Data Transformation Tool for Implementation & Onboarding Teams

dataflowmapper.com // 8 months ago

The Best MuleSoft Alternatives [2024]

exalate.com // over 1 year ago

Top MuleSoft Alternatives for ITSM Leaders in 2025

oneio.cloud // 9 months ago

Top 6 Mulesoft Alternatives & Competitors in 2024

astera.com // about 1 year ago

Data Integration (Dec 25)

saashub.com // 9 months ago

Related categories

🔄 ETL 📊 Big Data 📂 Integrations Platform As A Service 📊 Data Dashboard 🌐 Web Service Automation

Recently added products

Infoworks.io dtach Pragmatic Works Task Factory Nsflow Skyvia Data Integration TheBooks Insigna.io Stylebit Alpha Faye DigitalBPM

If you want to make changes on any of the products, you can go to its page and click on the "Suggest Changes" link. Alternatively, if you are working on one of these products, it's best to verify it and make the changes directly through the management page. Thanks!