Big Data Tools Index
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The Top Big Data Tools Ranked By Stacks
Ranked by the number of tech stacks a tool is included in
1
Apache Spark
2.93K
Stacks
Fast and general engine for large-scale data processing
Big Data Tools
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2
Splunk
597
Stacks
Search, monitor, analyze and visualize machine data
Big Data Tools
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3
Apache Flink
516
Stacks
Fast and reliable large-scale data processing engine
Big Data Tools
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4
Amazon Athena
487
Stacks
Query S3 Using SQL
Big Data Tools
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5
Apache Hive
475
Stacks
Data Warehouse Software for Reading, Writing, and Managing Large Datasets
Big Data Tools
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6
AWS Glue
448
Stacks
Fully managed extract, transform, and load (ETL) service
Big Data Tools
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7
Presto
392
Stacks
Distributed SQL Query Engine for Big Data
Big Data Tools
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8
Druid
378
Stacks
Fast column-oriented distributed data store
Big Data Tools
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9
Azure Data Factory
240
Stacks
Hybrid data integration service that simplifies ETL at scale
Big Data Tools
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10
Talend
150
Stacks
A single, unified suite for all integration needs
Big Data Tools
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11
Apache Impala
145
Stacks
Real-time Query for Hadoop
Big Data Tools
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12
Mule runtime engine
118
Stacks
Revolutionizing the way the world connects data and applications
Big Data Tools
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13
Dremio
117
Stacks
The data lake engine
Big Data Tools
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14
Amazon Redshift Spectrum
101
Stacks
Exabyte-Scale In-Place Queries of S3 Data
Big Data Tools
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15
Delta Lake
96
Stacks
Reliable Data Lakes at Scale
Big Data Tools
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16
Azure Synapse
93
Stacks
Analytics service that brings together enterprise data warehousing and Big Data analytics
Big Data Tools
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17
Apache Parquet
91
Stacks
A free and open-source column-oriented data storage format
Databases
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18
Vertica
88
Stacks
Storage platform designed to handle large volumes of data
Databases
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19
Apache Kudu
72
Stacks
Fast Analytics on Fast Data. A columnar storage manager developed for the Hadoop platform
Big Data Tools
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20
Apache Kylin
61
Stacks
OLAP Engine for Big Data
Big Data Tools
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The Top Big Data Tools Ranked By Jobs
Ranked by the number of active job listings a tool is included in
1
Apache Flink
236
Jobs
Fast and reliable large-scale data processing engine
Big Data Tools
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2
Splunk
243
Jobs
Search, monitor, analyze and visualize machine data
Big Data Tools
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3
Presto
118
Jobs
Distributed SQL Query Engine for Big Data
Big Data Tools
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4
Druid
46
Jobs
Fast column-oriented distributed data store
Big Data Tools
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5
Trino
64
Jobs
A fast distributed SQL query engine for big data analytics
Query Languages
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6
Trino
64
Jobs
A fast distributed SQL query engine for big data analytics
Query Languages
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7
Azure Data Factory
41
Jobs
Hybrid data integration service that simplifies ETL at scale
Big Data Tools
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Visit Website
8
Vertica
33
Jobs
Storage platform designed to handle large volumes of data
Databases
Visit Website
Visit Website
9
Talend
23
Jobs
A single, unified suite for all integration needs
Big Data Tools
Visit Website
Visit Website
10
Venice
22
Jobs
Derived Data Platform for planet-scale workloads (By LinkedIn)
Big Data Tools
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11
Apache Impala
10
Jobs
Real-time Query for Hadoop
Big Data Tools
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12
Apache Iceberg
14
Jobs
A high-performance format for huge analytic tables
Big Data Tools
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13
Azure Synapse
8
Jobs
Analytics service that brings together enterprise data warehousing and Big Data analytics
Big Data Tools
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14
Alation
8
Jobs
Enterprise Data Catalog & Data Governance
Analytics Integrator
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15
Dremio
10
Jobs
The data lake engine
Big Data Tools
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16
Hightouch
9
Jobs
Sync data from data warehouses to SaaS tools
Big Data Tools
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17
BDS
6
Jobs
Blockchain data parsing and persisting results
Blockchain
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18
Elementary
6
Jobs
Open-source data observability
Monitoring Tools
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19
Hue
3
Jobs
An open source SQL Workbench for Data Warehouses
Big Data Tools
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20
Apache Hive
4
Jobs
Data Warehouse Software for Reading, Writing, and Managing Large Datasets
Big Data Tools
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Visit Website