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Fleetora · first roles in DEdata orchestration, ranked by real usage_
As of 4 November 2026, Apache Airflow leads data orchestration with 4,060 companies naming it in job postings, ahead of Dagster at 884.
As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
- Leader
- Apache Airflow · 4,060
- Runner-up
- Dagster · 884
- Most hiring, 90 days
- Apache Airflow
- Highest postings per company
- SAP Data Intelligence
- Catalogue
- T-1.0.1-prov
Every data orchestration we can measure
Companies naming the tool, and postings naming it in the last 90 days. Bars are relative to the leader.
| # | Tool | Companies | companies | Postings, 90 days | postings | per company |
|---|---|---|---|---|---|---|
| 1 | Apache AirflowApache Software Foundation | 4,060 | 10,251 | 2.5 | ||
| 2 | DagsterDagster Labs | 884 | 1,627 | 1.8 | ||
| 3 | PrefectPrefect Technologies | 659 | 1,016 | 1.5 | ||
| 4 | Databricks WorkflowsDatabricks | 293 | 809 | 2.8 | ||
| 5 | Cloud ComposerGoogle | 244 | 613 | 2.5 | ||
| 6 | Amazon MWAAAmazon | 87 | 240 | 2.8 | ||
| 7 | LuigiSpotify | 79 | 195 | 2.5 | ||
| 8 | Apache OozieApache Software Foundation | 75 | 144 | 1.9 | ||
| 9 | FlyteUnion.ai | 51 | 116 | 2.3 | ||
| 10 | AstronomerAstronomer | 44 | 142 | 3.2 | ||
| 11 | KestraKestra Technologies | 19 | 55 | 2.9 | ||
| 12 | AzkabanLinkedIn | 18 | 44 | 2.4 | ||
| 13 | SAP Data IntelligenceSAP | 14 | 62 | 4.4 |
Compare two tools
Same data, two columns: who chooses which by size, industry and country.
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Apache Airflow leads data orchestration with 4,060 companies naming it in job postings, ahead of Dagster at 884. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/category/data-orchestration)
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 →
- CatalogueBreaknorm technology catalogue T-1.0.1-prov: 6,296 tools with vendor and category, editions folded into their parent.
- CompaniesCompanies whose own postings name the tool as the team's system, any confidence. Candidate wish-lists excluded.
- 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
- Not countedTools used by teams that do not post jobs, and companies without a career site we can read.
data orchestration: questions
How is this ranking made?
By the number of companies whose own job postings name the tool as the team's system, from the Breaknorm technology catalogue (version T-1.0.1-prov). No vendor paid for a position and no editor chose the order.
Why is this different from review-site rankings?
Review sites rank by reviews collected. This ranks by companies hiring people to work in the tool, which is closer to seats in use. It under-counts tools used by teams that rarely post jobs.
What about product editions?
Editions and sub-products () are counted under the parent so no company is counted twice.
Can I get the companies behind a number?
Yes: click a tool, see the first 20, and sign up for the full list with verified e-mails. Counting is free.
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The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
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