Apache Iceberg VS Microsoft Fabric_
As of 4 November 2026, Microsoft Fabric is named by 2,716 companies and Apache Iceberg by 872; Apache Iceberg skews to companies under 200 people (36% vs 27%), Microsoft Fabric to companies over 1,000 (43% vs 37%).
As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
The website-and-DNS footprint is not comparable between a marketing suite and a CRM: Apache Iceberg's script and mail records show on hundreds of thousands of small sites, Microsoft Fabric rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Apache Iceberg: 2–200 employees
- 36%
- Microsoft Fabric: 2–200 employees
- 27%
- Apache Iceberg: 1,000+ employees
- 37%
- Microsoft Fabric: 1,000+ employees
- 43%
- Postings per company, 90 days
- 2.4 · 2.6
- Website or DNS footprint
- 0 · 0
Who chooses which
Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.
| Segment | Apache Iceberg | share | Microsoft Fabric | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 25 | 3% | 41 | 2% | even |
| 2-10 employees | 66 | 8% | 121 | 4% | Apache Iceberg |
| 11-50 employees | 91 | 10% | 217 | 8% | Apache Iceberg |
| 51-200 employees | 160 | 18% | 402 | 15% | Apache Iceberg |
| 201-500 employees | 110 | 13% | 408 | 15% | Microsoft Fabric |
| 501-1000 employees | 101 | 12% | 355 | 13% | even |
| 1001-5000 employees | 154 | 18% | 587 | 22% | Microsoft Fabric |
| 5001-10000 employees | 48 | 6% | 174 | 6% | even |
| 10,001+ employees | 117 | 13% | 411 | 15% | even |
| Segment | Apache Iceberg | share | Microsoft Fabric | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 459 | 53% | 810 | 30% | Apache Iceberg |
| Business & finance services | 207 | 24% | 622 | 23% | even |
| Manufacturing & industry | 62 | 7% | 383 | 14% | Microsoft Fabric |
| Media & content | 42 | 5% | 66 | 2% | Apache Iceberg |
| Public, community & associations | 25 | 3% | 89 | 3% | even |
| Consumer services & leisure | 16 | 2% | 91 | 3% | even |
| Commerce & trade | 15 | 2% | 144 | 5% | Microsoft Fabric |
| Utilities & infrastructure | 15 | 2% | 119 | 4% | Microsoft Fabric |
| Automotive | 11 | 1% | 57 | 2% | even |
| Hospitality & travel | 7 | 1% | – | – | outside top 12 |
| Property & construction | 5 | 1% | 124 | 5% | Microsoft Fabric |
| Health care | 4 | 0% | 90 | 3% | Microsoft Fabric |
| Transport, logistics & rental | – | – | 73 | 3% | outside top 12 |
| Segment | Apache Iceberg | share | Microsoft Fabric | share | Leans |
|---|---|---|---|---|---|
| United States | 556 | 64% | 1,367 | 50% | Apache Iceberg |
| United Kingdom | 54 | 6% | 227 | 8% | Microsoft Fabric |
| Germany | 35 | 4% | 170 | 6% | Microsoft Fabric |
| Canada | 22 | 3% | 124 | 5% | Microsoft Fabric |
| India | 20 | 2% | 39 | 1% | even |
| France | 15 | 2% | 80 | 3% | even |
| Netherlands | 13 | 1% | 68 | 3% | even |
| Sweden | 13 | 1% | 47 | 2% | even |
| Australia | 12 | 1% | 53 | 2% | even |
| Switzerland | 11 | 1% | 37 | 1% | even |
| Singapore | 9 | 1% | – | – | outside top 12 |
| Brazil | 7 | 1% | – | – | outside top 12 |
| Belgium | – | – | 38 | 1% | outside top 12 |
| Denmark | – | – | 37 | 1% | outside top 12 |
| Segment | Apache Iceberg | share | Microsoft Fabric | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 1,586 | 60% | 4,710 | 54% | Apache Iceberg |
| Software engineering | 584 | 22% | 882 | 10% | Apache Iceberg |
| IT operations & business systems | 56 | 2% | 929 | 11% | Microsoft Fabric |
| Product, program & project management | 49 | 2% | 182 | 2% | even |
| Sales | 36 | 1% | 224 | 3% | even |
| Engineering (non-software) | 16 | 1% | 118 | 1% | even |
| Customer service & success | 15 | 1% | 25 | 0% | even |
| Marketing & communications | 10 | 0% | 23 | 0% | even |
| research and science | 5 | 0% | 3 | 0% | even |
| arts media and entertainment | 3 | 0% | 2 | 0% | even |
| General management & consulting | 3 | 0% | 117 | 1% | even |
| Unclassified | 3 | 0% | 30 | 0% | even |
| Finance & accounting | 2 | 0% | 108 | 1% | even |
| Quality, safety & environment | 2 | 0% | 12 | 0% | even |
| construction and civil | 1 | 0% | 12 | 0% | even |
| Design & UX | 1 | 0% | 11 | 0% | even |
| Human resources | 1 | 0% | 12 | 0% | even |
| logistics warehouse and transport | 1 | 0% | 15 | 0% | even |
| Business development & strategy | – | – | 22 | 0% | outside top 12 |
| procurement and purchasing | – | – | 18 | 0% | outside top 12 |
| manufacturing and production | – | – | 15 | 0% | outside top 12 |
| Legal, compliance & risk | – | – | 12 | 0% | outside top 12 |
| skilled trades and field service | – | – | 11 | 0% | outside top 12 |
| Administration & office | – | – | 6 | 0% | outside top 12 |
| Retail & store operations | – | – | 6 | 0% | outside top 12 |
| public safety and protective services | – | – | 3 | 0% | outside top 12 |
| hospitality and food service | – | – | 2 | 0% | outside top 12 |
| social care and community | – | – | 2 | 0% | outside top 12 |
| Travel, leisure & events | – | – | 2 | 0% | outside top 12 |
| Education & training | – | – | 1 | 0% | outside top 12 |
The companies behind each column
Companies using Apache Iceberg →
Companies using Microsoft Fabric →
lakehouse table formats ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Microsoft Fabric is named by 2,716 companies in job postings and Apache Iceberg by 872; 67 name both. (Breaknorm, 4 November 2026, https://breaknorm.co/compare/apache-iceberg-vs-microsoft-fabric)
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 →
- Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
- Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
- SegmentsCountry, size and industry from the company profile built from its website.
- Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
Apache Iceberg vs Microsoft Fabric: questions
Which is more used, Apache Iceberg or Microsoft Fabric?
By companies naming it in their own job postings, Microsoft Fabric (2,716) over Apache Iceberg (872). By website-and-DNS footprint, Microsoft Fabric (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Apache Iceberg?
36% of Apache Iceberg companies have 2 to 200 employees, against 27% for Microsoft Fabric. 37% of Apache Iceberg companies have over 1,000 employees, against 43% for Microsoft Fabric.
Do companies run both?
67 companies name both in their postings, usually Apache Iceberg in marketing and Microsoft Fabric in sales, or during a migration.
Where do these numbers come from?
From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.
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