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Companies using GCP Dataflow

32,916 companies in our data use GCP Dataflow, and 6,099 of them name it in job posts they wrote. Hiring for it has slowed, though 9,713 job posts still named 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 GCP Dataflow in the most job posts?

The five companies with the most job posts naming GCP Dataflow are Tata Consultancy Services, Equifax, Ford Motor Company, HSBC and Capgemini. Tata Consultancy Services is the newest of the five companies in the table, with its first job post naming it in July 2023.
Company Posts People Recent job post
Tata Consultancy Services Professional Services · first seen Jul 2023 686 1,266 "Leverage Google’s suite of tools for data storage, processing, and orchestration, including Dataflow, Dataproc, Pub/Sub, and Cloud Functions."ai/ml engineer, Nov 1, 2026
Equifax Finance and Insurance · first seen Jul 2022 664 146 "Design and development of big data processing solutions using Dataflow/Apache Beam, Bigtable, BigQuery, PubSub, GCS, Composer/Airflow, and others."Senior Application Developer, Nov 1, 2026
Ford Motor Company Manufacturing · first seen Jul 2022 603 189 "Scalable Data Pipelines: Architect, build, and maintain real-time streaming and high-volume batch data pipelines leveraging GCP Dataflow (Apache Beam), Dataproc (Spark/Hadoop), and Cloud Pub/Sub."Technical Anchor, Software Engineering, Oct 24, 2026
HSBC Finance and Insurance · first seen Aug 2022 601 183 "Demonstrate strong working knowledge of GCP data services including Cloud Storage, Pub/Sub, GKE, Cloud SQL, BigQuery, Dataflow, Kafka and Dataproc"GCP Data Engineering / Senior Software Engineer, Nov 5, 2026
Capgemini Professional Services · first seen Aug 2022 590 592 "Move and store data with BigQuery, Cloud Storage, Pub/Sub and Dataflow."genes / gcp ai engineer, Nov 7, 2026
Showing 1 to 5 of 6,099 companies with job posts Sign up to see all companies using GCP Dataflow ›

What else do we know about GCP Dataflow?

Is hiring for GCP Dataflow growing?

GCP Dataflow turned up in a shrinking share of job posts: 4.8 in every 10,000 job posts from June to August 2026, compared with 5.4 from March to May. Its busiest month was April 2026, at 5.5.
Share of job posts naming GCP Dataflow by month, October 2025 to August 2026, in job posts in every 10,000 Moves from 4.8 in October 2025 to 4.7 in August 2026, in job posts in every 10,000. 6.4 4.8 3.2 1.6 0 4.7 Oct '25 Nov Dec Jan '26 Feb Mar Apr May Jun Jul Aug
Show the data
MonthJob posts naming GCP DataflowAll job postsPer 10,000
Oct 20256851,413,6734.8
Nov 20259751,822,1195.4
Dec 20256141,236,1035.0
Jan 20269581,828,0025.2
Feb 20269391,856,6475.1
Mar 20269841,850,7115.3
Apr 20269551,728,8865.5
May 20269571,821,5095.3
Jun 20269251,909,4964.8
Jul 20268531,815,1804.7
Aug 20268681,835,6984.7

How many companies named GCP Dataflow in a job post for the first time in recent months?

Job posts named GCP Dataflow for the first time at 287 companies from June to August 2026, against 291 from March to May. That brings the companies naming it for the first time since October 2025 to 1,095, through August 2026.
March to May 2026 291
June to August 2026 287
October 2025 to August 2026 1,095

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 GCP Dataflow?

6,099 companies name GCP Dataflow in job posts they wrote; employees' profiles add 26,817 more. 2,208 show up in both job posts and employees' profiles.
How we know Companies Share
Job posts name GCP Dataflow
6,099 19%
Employees' profiles list GCP Dataflow
26,817 81%

32,916 companies. Each is counted once, under the strongest evidence we have for it.

What size are the companies that use GCP Dataflow?

Companies with 50 to 999 employees stand out among GCP Dataflow users: 47%, against 38% on the typical tech page. The second-largest group is companies with fewer than 50 employees, at 26%.

Share of its companies Typical tech page

ShareTypical
Under 50 employees
26% 22%
50 to 999
47% 38%
1,000 to 5,000
17% 17%
Over 5,000
9.8% 23%

Where are GCP Dataflow companies based?

The United States has the most GCP Dataflow companies (36%), but India stands out: 12% of them, against 6.9% on the typical tech page. Its companies are based in 172 countries and territories.
ShareTypical
United States
36% 43%
India
12% 6.9%
United Kingdom
6% 6.4%
France
4.1% 4.6%
Brazil
4% 2.8%
Canada
3.9% 3.6%

Companies in 172 countries and territories. Shares are of companies with a known headquarters country.

Show the data
CountryCompaniesShareTypical tech page
United States11,41436%43%
India3,65112%6.9%
United Kingdom1,8816%6.4%
France1,2754.1%4.6%
Brazil1,2724%2.8%
Canada1,2273.9%3.6%

Which teams work with GCP Dataflow?

The teams named most often in GCP Dataflow job posts are data engineering, data and data platform. Data science teams come fourth, at 66 companies.
Team Companies
Data engineering
249
Data
146
Data platform
83
Data science
66
Engineering
52
Data & analytics
49

What else do GCP Dataflow companies use?

GCP Dataproc, GCP Cloud Composer and GCP Dataplex show up far more often at GCP Dataflow companies than at companies of the same size. GCP BigTable is 32 times as common as usual, at 12%.

Share of the 4,161 GCP Dataflow companies counted here whose job posts also name the tool Typical for companies the same size

Tool Also name it Typical Times as common
GCP Dataproc 1,169 companies
28% 0.63% 44x
GCP Cloud Composer 1,066 companies
26% 0.62% 42x
GCP Dataplex 331 companies
8% 0.22% 35x
GCP BigTable 505 companies
12% 0.38% 32x
Tool Also name it Typical Times as common
Apache Beam 946 companies
23% 0.73% 31x
GCP Spanner 343 companies
8.2% 0.27% 31x
Compute Engine 559 companies
13% 0.44% 30x
GCP Deployment Manager 282 companies
6.8% 0.26% 26x

Which companies started naming GCP Dataflow in job posts recently?

Between April and August 2026, GCP Dataflow appeared for the first time in job posts at 328 companies: 215 commercial, 70 mid-market and 43 enterprise. Among the new enterprise companies, Mattel, Inc. posted the most jobs naming it: 12.
AI native any size · 3 new
Company Posts
Udio 3
Condukt 3
Auxia 1
Commercial 50 to 999 employees · 215 new
Company Posts
TRIMANE | Expert BI et Big Data 6
Holafly 5
Maropost 5
r2p Group 5
Nexaminds 5
Mid-market 1,000 to 5,000 employees · 70 new
Company Posts
Hack The Box 6
Accion Labs 4
Deutsche Telekom Digital Labs 4
Viessmann Climate Solutions 3
McLane Company, Inc. 2
Enterprise over 5,000 employees · 43 new
Company Posts
Mattel, Inc. 12
Innodata Inc. 8
Systems Limited 4
Maverick Digital (a Monks company) 4
Serasa Experian 3

Companies that named GCP Dataflow 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 GCP Dataflow most?

Data Engineer is the most common role, in 37% of job posts naming GCP Dataflow. Data Engineer posts naming it numbered 1,063 from March to May 2026 and 915 from June to August.
Role Share Posts
Data Engineer
37% 3,602
Software Engineer
11% 1,049
Data Architect
5.5% 532
AI Engineer
4.2% 408
Platform Engineer
3.6% 351
Data Scientist
2.4% 231
Show the data
RoleShareOct 2025 to Aug 2026Mar to May 2026Jun to Aug 2026
Data Engineer37%3,6021,063915
Software Engineer11%1,049296266
Data Architect5.5%532146138
AI Engineer4.2%40894119
Platform Engineer3.6%35195119
Data Scientist2.4%2316754

Which project themes come up in GCP Dataflow job posts?

Apart from broad digital transformation work, Data Infrastructure Migration comes up most in job posts naming GCP Dataflow, in 4,076 of them. After that comes Cloud Cost Optimization, with 2,560.
Project theme Job posts
Digital Transformation 7,024
Data Infrastructure Migration 4,076
Cloud Cost Optimization 2,560
Cloud Migration 1,790
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.