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Companies using Spark Streaming

We found 10,509 companies that use Spark Streaming. 3,793 of them name it in their own job posts, and the rest through employees' public profiles. Hiring for it is steady, with 4,001 job posts naming it from October 2025 to August 2026. It comes up most in Data Engineer job posts.

Data as of November 9, 2026 · Markdown version

Which companies name Spark Streaming in the most job posts?

EPAM Systems, EY and Publicis Sapient are among the companies with the most job posts naming Spark Streaming. Of the five companies in the table, EPAM Systems has the most employees who list it on their profiles: 170.
Company Posts People Recent job post
EPAM Systems Professional Services · first seen Aug 2022 431 170 "Solid understanding of Delta Lake, Delta Live Tables, Unity Catalog, Spark Structured Streaming and large-scale data processing"Principal AI & Data Engineer, Oct 27, 2026
EY Professional Services · first seen Aug 2022 341 107 "Build real-time ingestion pipelines using Apache Kafka, Spark Streaming, and related technologies."EY-GDS Consulting-AI And DATA-Data Architect-Senior Manager, Aug 25, 2026
Publicis Sapient Professional Services · first seen Jul 2022 332 83 "…frameworks such as Glue ETL, Lambda, Google Cloud Dataflow, Azure Data Factory, Spark, Spark Streaming, or similar technologies."senior data engineer, Sep 22, 2026
Capital One Finance and Insurance · first seen Jul 2022 256 163 "Build the next generation Distributed Streaming Data Pipelines and Analytics Data Stores using streaming frameworks (Flink, Spark Streaming) using programming languages like Java, Scala, Python"Senior Lead Data Engineer, Sep 1, 2026
Capgemini Professional Services · first seen Aug 2022 246 137 "Architect streaming and real-time analytics solutions using Apache Kafka, Amazon Kinesis, Apache Pulsar, Apache Flink, Spark Streaming or equivalent technologies."Cloud, Data Science & AI Architect, Nov 1, 2026
Showing 1 to 5 of 3,793 companies with job posts Sign up to see all companies using Spark Streaming ›

What else do we know about Spark Streaming?

Is hiring for Spark Streaming growing?

Spark Streaming holds a steady place in hiring. 2.0 in every 10,000 job posts named it from June to August 2026, against 2.1 from March to May. Its busiest month was November 2025, at 2.5.
Share of job posts naming Spark Streaming by month, October 2025 to August 2026, in job posts in every 10,000 Moves from 1.8 in October 2025 to 2.1 in August 2026, in job posts in every 10,000. 2.8 2.1 1.4 0.71 0 2.1 Oct '25 Nov Dec Jan '26 Feb Mar Apr May Jun Jul Aug
Show the data
MonthJob posts naming Spark StreamingAll job postsPer 10,000
Oct 20252511,413,6731.8
Nov 20254501,822,1192.5
Dec 20252511,236,1032.0
Jan 20263661,828,0022.0
Feb 20264281,856,6472.3
Mar 20263681,850,7112.0
Apr 20263691,728,8862.1
May 20263921,821,5092.2
Jun 20263721,909,4961.9
Jul 20263601,815,1802.0
Aug 20263941,835,6982.1

How many companies named Spark Streaming in a job post for the first time in recent months?

206 companies named Spark Streaming in a job post for the first time from June to August 2026, against 171 from March to May. From October 2025 to August 2026, 675 companies named it in a job post for the first time.
March to May 2026 171
June to August 2026 206
October 2025 to August 2026 675

Companies whose first job post naming it appeared in that period. Recruiters, staffing firms and job boards are left out.

How do we know which companies use Spark Streaming?

Employees' profiles account for 64% of the companies here. 3,793 companies name Spark Streaming in job posts they wrote. 1,195 show up in both job posts and employees' profiles.
How we know Companies Share
Job posts name Spark Streaming
3,793 36%
Employees' profiles list Spark Streaming
6,716 64%

10,509 companies. Each is counted once, under the strongest evidence we have for it.

What size are the companies that use Spark Streaming?

By size, the biggest group of Spark Streaming users is companies with 50 to 999 employees, at 41%. 1,878 of its companies have more than 5,000 employees.

Share of its companies Typical tech page

ShareTypical
Under 50 employees
20% 22%
50 to 999
41% 38%
1,000 to 5,000
20% 17%
Over 5,000
18% 23%

Where are Spark Streaming companies based?

The United States and India have the most Spark Streaming companies, at 46% and 9.2%. Its companies are based in 129 countries and territories.
ShareTypical
United States
46% 43%
India
9.2% 6.9%
United Kingdom
5.2% 6.4%
France
3.9% 4.6%
Germany
3.4% 4.4%
Canada
3.2% 3.6%

Companies in 129 countries and territories. Shares are of companies with a known headquarters country.

Show the data
CountryCompaniesShareTypical tech page
United States4,55646%43%
India9159.2%6.9%
United Kingdom5165.2%6.4%
France3883.9%4.6%
Germany3443.4%4.4%
Canada3233.2%3.6%

Which teams work with Spark Streaming?

At 156 companies, the team named in Spark Streaming job posts is data engineering, at least twice the next. Next come data teams (78 companies) and data platform teams (71).
Team Companies
Data engineering
156
Data
78
Data platform
71
Data science
32
Data & analytics
31
Engineering
31

What else do Spark Streaming companies use?

Spark Streaming companies are 46 times as likely as similar companies to use Azkaban: 6.9% of them, against 0.15%. Apache Storm comes second, 30 times as common as usual, at 21%.

Share of the 2,395 Spark Streaming companies counted here whose job posts also name the tool Typical for companies the same size

Tool Also name it Typical Times as common
Azkaban 165 companies
6.9% 0.15% 46x
Apache Storm 514 companies
21% 0.72% 30x
Apache Oozie 201 companies
8.4% 0.31% 27x
Apache Flume 159 companies
6.6% 0.25% 26x
Tool Also name it Typical Times as common
Kafka Streams 366 companies
15% 0.64% 24x
Luigi 291 companies
12% 0.53% 23x
Apache Hudi 186 companies
7.8% 0.38% 21x
Flink 1,118 companies
47% 2.3% 20x

Which companies started naming Spark Streaming in job posts recently?

Between April and August 2026, 240 companies with 50 or more employees first named Spark Streaming in a job post, 44 of them with more than 5,000 employees. Another 5 were AI-native companies, which we list separately.
AI native any size · 5 new
Company Posts
Harvey 2
FinOpsly 2
NeuroDiscovery AI 1
qode.world 1
Katalyze AI 1
Commercial 50 to 999 employees · 146 new
Company Posts
Alegeus 7
TechTorch 7
Verve 5
Spring Financial 4
Cevo Australia 4
Mid-market 1,000 to 5,000 employees · 50 new
Company Posts
Rebel Foods 5
Carrefour España 4
Pacific Northwest National Laboratory 3
Bristlecone 3
Shamrock Trading Corporation 3
Enterprise over 5,000 employees · 44 new
Company Posts
Coca-Cola HBC 4
KKR 4
Netcompany 4
Sonata Software 4
Grupo Casas Bahia 3

Companies that named Spark Streaming in a job post for the first time between April and August 2026, ranked by their job posts in those months. AI-native companies get a group of their own, whatever their size. Recruiters and job boards are left out.

Which roles mention Spark Streaming most?

Spark Streaming is showing up in more Solutions Architect job posts: 36 from June to August 2026, up from 21 from March to May. The top four roles cover 64% of these job posts.
Role Share Posts
Data Engineer
44% 1,756
Software Engineer
12% 498
Data Architect
4.2% 168
Platform Engineer
3.2% 130
AI Engineer
2.7% 108
Solutions Architect
2.5% 102
Show the data
RoleShareOct 2025 to Aug 2026Mar to May 2026Jun to Aug 2026
Data Engineer44%1,756526473
Software Engineer12%498124123
Data Architect4.2%1684450
Platform Engineer3.2%1302542
AI Engineer2.7%1082434
Solutions Architect2.5%1022136

Which project themes come up in Spark Streaming job posts?

Digital transformation is the broadest theme in Spark Streaming job posts (3,222); the most common specific one is Data Infrastructure Migration, at 1,725. Cloud Cost Optimization is next, in 810 job posts.
Project theme Job posts
Digital Transformation 3,222
Data Infrastructure Migration 1,725
Cloud Cost Optimization 810
Cloud Migration 433
About this data

Sumble built this page. Sumble gives sales, marketing and other GTM teams technographics and hiring signals for the companies they sell to: the technologies each company uses, which teams are hiring and for what, and who reports to whom. That helps a team know who to contact, why now, and what to say.

Sumble covers more than 3.6 million companies, 93 million job posts collected since 2022 and 194 million employee profiles, and tracks more than 37,000 technologies. It finds which technologies a company uses by reading its job posts and its employees' public profiles.

Sumble has a free plan, and the same data is available through its API and MCP server.

A company counts when its own job posts or its employees' public profiles name the technology. Hiring is that technology's share of all job posts collected each month. Quotes are copied word for word from the companies' job posts.

Every figure on this page comes from Sumble's own analysis, and you won't find it outside Sumble.