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Amazon EMR alternatives_

As of 4 November 2026, 31 distributed processing are named by companies instead of Amazon EMR: Apache Spark by 4,705 companies, PySpark by 2,336, Apache Hadoop by 1,762.

As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

Amazon EMR, companies in postings
136
Most used alternative
Apache Spark · 4,705
Fastest hiring, 90 days
Apache Spark
Alternatives ranked
31
Catalogue
T-1.0.1-prov
01 — Ranked by evidence

distributed processing companies choose instead of Amazon EMR

Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.

#AlternativeCompaniescompaniesvs Amazon EMRpostings, 90 dCompare
1
Apache SparkApache Software Foundation
4,7053460%17,434Amazon EMR vs Apache Spark →
2
PySparkApache Software Foundation
2,3361718%7,586Amazon EMR vs PySpark →
3
Apache HadoopApache Software Foundation
1,7621296%8,057Amazon EMR vs Apache Hadoop →
4
Apache FlinkApache Software Foundation
943693%2,546Amazon EMR vs Apache Flink →
5
Apache HiveApache Software Foundation
844621%2,366Amazon EMR vs Apache Hive →
6
Google Cloud DataflowGoogle
490360%1,659Amazon EMR vs Google Cloud Dataflow →
7
RayAnyscale
477351%1,251Amazon EMR vs Ray →
8
Spark SQLApache Software Foundation
389286%994Amazon EMR vs Spark SQL →
9
TrinoTrino Software Foundation
329242%912Amazon EMR vs Trino →
10
PrestoLinux Foundation (Presto Foundation)
323238%697Amazon EMR vs Presto →
11
Spark StreamingApache Software Foundation
318234%604Amazon EMR vs Spark Streaming →
12
MapReduceApache Software Foundation
276203%650Amazon EMR vs MapReduce →
13
Apache BeamApache Software Foundation
246181%617Amazon EMR vs Apache Beam →
14
ClouderaCloudera
208153%751Amazon EMR vs Cloudera →
15
Apache PigApache Software Foundation
187138%284Amazon EMR vs Apache Pig →
16
DaskNumFOCUS
183135%294Amazon EMR vs Dask →
17
Google Cloud DataprocGoogle
182134%563Amazon EMR vs Google Cloud Dataproc →
18
Apache StormApache Software Foundation
172126%292Amazon EMR vs Apache Storm →
19
Kafka StreamsApache Software Foundation
146107%348Amazon EMR vs Kafka Streams →
20
Apache ImpalaApache Software Foundation
136100%422soon
21
Spark Structured StreamingApache Software Foundation
10476%209soon
22
DenodoDenodo
6749%197soon
23
Hortonworks Data PlatformCloudera
5540%103soon
24
Azure Stream AnalyticsMicrosoft
5339%105soon
25
StarburstStarburst
4634%265soon
26
MapRHPE
4332%58soon
27
Azure HDInsightMicrosoft
4029%89soon
28
Cloudera Data PlatformCloudera
2821%66soon
29
ksqlDBConfluent
2115%56soon
30
Apache DataFusionApache Software Foundation
2015%98soon
31
Apache SamzaApache Software Foundation
107%29soon
15,275 companies name a distributed processing in their postings.

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31 distributed processing are named by companies instead of Amazon EMR: Apache Spark by 4,705 companies, PySpark by 2,336, Apache Hadoop by 1,762, measured from their own job postings. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/amazon-emr/alternatives)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • RankingCompanies whose own postings name the tool as the team's system, from the Breaknorm technology catalogue T-1.0.1-prov. Editions are folded into their parent product.
  • 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
  • Not includedRatings, prices, feature claims, sponsored positions.
FAQ

Amazon EMR alternatives: questions

What is the most used alternative to Amazon EMR?

Apache Spark: 4,705 companies name it in their own job postings, against 136 for Amazon EMR.

How is this list ranked?

By the number of companies whose own postings name the tool as the team's system (Breaknorm technology catalogue T-1.0.1-prov), then by postings in the last 90 days. No ratings, no vendor input, no sponsored positions.

Does this say which is better?

No. It says who uses what, by company size, industry and country, so you can see which tools companies like yours choose. For features and prices, read the vendors.

Can I get the companies on any of these?

Yes: click the tool, see the first 20 companies, and sign up for the full list with verified e-mails. Counting is free.

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