Shipvane · 4 AE roles
Marco E. · joined Cargolio
Fleetora · first roles in DE
Amazon SageMaker VS Kubeflow_
As of 4 November 2026, Kubeflow is named by 640 companies and Amazon SageMaker by 1,384; Amazon SageMaker skews to companies under 200 people (38% vs 42%), Kubeflow to companies over 1,000 (33% vs 36%).
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: Amazon SageMaker's script and mail records show on hundreds of thousands of small sites, Kubeflow rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Amazon SageMaker: 2–200 employees
- 38%
- Kubeflow: 2–200 employees
- 42%
- Amazon SageMaker: 1,000+ employees
- 36%
- Kubeflow: 1,000+ employees
- 33%
- Postings per company, 90 days
- 2.6 · 2.3
- 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 | Amazon SageMaker | share | Kubeflow | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 36 | 3% | 26 | 4% | even |
| 2-10 employees | 99 | 7% | 67 | 10% | Kubeflow |
| 11-50 employees | 159 | 11% | 81 | 13% | even |
| 51-200 employees | 272 | 20% | 120 | 19% | even |
| 201-500 employees | 184 | 13% | 83 | 13% | even |
| 501-1000 employees | 138 | 10% | 51 | 8% | Amazon SageMaker |
| 1001-5000 employees | 226 | 16% | 94 | 15% | even |
| 5001-10000 employees | 67 | 5% | 30 | 5% | even |
| 10,001+ employees | 203 | 15% | 88 | 14% | even |
| Segment | Amazon SageMaker | share | Kubeflow | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 695 | 50% | 342 | 53% | Kubeflow |
| Business & finance services | 338 | 24% | 117 | 18% | Amazon SageMaker |
| Manufacturing & industry | 107 | 8% | 64 | 10% | Kubeflow |
| Media & content | 53 | 4% | 27 | 4% | even |
| Utilities & infrastructure | 39 | 3% | 11 | 2% | even |
| Commerce & trade | 34 | 2% | 16 | 3% | even |
| Consumer services & leisure | 31 | 2% | 17 | 3% | even |
| Public, community & associations | 27 | 2% | 15 | 2% | even |
| Health care | 14 | 1% | 5 | 1% | even |
| Automotive | 13 | 1% | – | – | outside top 12 |
| Hospitality & travel | 11 | 1% | 5 | 1% | even |
| Property & construction | 9 | 1% | 6 | 1% | even |
| Transport, logistics & rental | – | – | 10 | 2% | outside top 12 |
| Segment | Amazon SageMaker | share | Kubeflow | share | Leans |
|---|---|---|---|---|---|
| United States | 880 | 64% | 388 | 61% | Amazon SageMaker |
| United Kingdom | 98 | 7% | 42 | 7% | even |
| Germany | 45 | 3% | 20 | 3% | even |
| India | 41 | 3% | 25 | 4% | even |
| Canada | 38 | 3% | 13 | 2% | even |
| France | 28 | 2% | 26 | 4% | Kubeflow |
| Australia | 20 | 1% | – | – | outside top 12 |
| Spain | 16 | 1% | 7 | 1% | even |
| Japan | 14 | 1% | – | – | outside top 12 |
| Poland | 13 | 1% | 6 | 1% | even |
| Netherlands | 12 | 1% | 7 | 1% | even |
| Sweden | 12 | 1% | – | – | outside top 12 |
| Singapore | – | – | 7 | 1% | outside top 12 |
| Brazil | – | – | 6 | 1% | outside top 12 |
| Portugal | – | – | 6 | 1% | outside top 12 |
| Segment | Amazon SageMaker | share | Kubeflow | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 2,900 | 60% | 1,407 | 72% | Kubeflow |
| Software engineering | 725 | 15% | 251 | 13% | Amazon SageMaker |
| IT operations & business systems | 297 | 6% | 49 | 2% | Amazon SageMaker |
| Product, program & project management | 119 | 2% | 29 | 1% | even |
| Sales | 78 | 2% | 19 | 1% | even |
| Customer service & success | 36 | 1% | 4 | 0% | even |
| Engineering (non-software) | 32 | 1% | 7 | 0% | even |
| General management & consulting | 29 | 1% | 3 | 0% | even |
| Legal, compliance & risk | 26 | 1% | 1 | 0% | even |
| Unclassified | 13 | 0% | – | – | outside top 12 |
| Marketing & communications | 12 | 0% | 3 | 0% | even |
| Business development & strategy | 9 | 0% | – | – | outside top 12 |
| Finance & accounting | 9 | 0% | 1 | 0% | even |
| research and science | 8 | 0% | 1 | 0% | even |
| Education & training | 6 | 0% | – | – | outside top 12 |
| construction and civil | 5 | 0% | 1 | 0% | even |
| Quality, safety & environment | 3 | 0% | 2 | 0% | even |
| arts media and entertainment | 2 | 0% | – | – | outside top 12 |
| Human resources | 2 | 0% | 1 | 0% | even |
| Administration & office | 1 | 0% | – | – | outside top 12 |
| Design & UX | 1 | 0% | 1 | 0% | even |
| healthcare clinical | 1 | 0% | – | – | outside top 12 |
| logistics warehouse and transport | 1 | 0% | – | – | outside top 12 |
The companies behind each column
Companies using Amazon SageMaker →
Companies using Kubeflow →
mlops platforms ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Kubeflow is named by 640 companies in job postings and Amazon SageMaker by 1,384; 335 name both. (Breaknorm, 4 November 2026, https://breaknorm.co/compare/amazon-sagemaker-vs-kubeflow)
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.
Amazon SageMaker vs Kubeflow: questions
Which is more used, Amazon SageMaker or Kubeflow?
By companies naming it in their own job postings, Amazon SageMaker (1,384) over Kubeflow (640). By website-and-DNS footprint, Kubeflow (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Amazon SageMaker?
38% of Amazon SageMaker companies have 2 to 200 employees, against 42% for Kubeflow. 36% of Amazon SageMaker companies have over 1,000 employees, against 33% for Kubeflow.
Do companies run both?
335 companies name both in their postings, usually Amazon SageMaker in marketing and Kubeflow 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.
Get either list your way
The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
Every company on either tool,
with the person who owns it
Filter on Amazon SageMaker or Kubeflow, and get 1,000 records free.