How wide is the anchor-to-tail gap?
NVIDIA at 250 against Anthropic at 20 on this seat (about 12.50×).
Data & notes
| Name | Value |
|---|---|
| NVIDIA | 250 |
| Databricks | 73 |
| OpenAI | 38 |
| Snowflake | 22 |
| Anthropic | 20 |
Compare the five benches
Take the named list for the employers shown here. The request should name the same employers.
Get the named list behind these 403 Machine Learning Engineers
Take the named list for the employers shown here. Leave the companies and the spelled-out titles as they are.
Key takeaway · How to cite
How large is this peer pack?
Data & notes
| Name | Value | Share |
|---|---|---|
| NVIDIA | 250 | 62.0% |
| Databricks | 73 | 18.1% |
| OpenAI | 38 | 9.4% |
| Snowflake | 22 | 5.5% |
| Anthropic | 20 | 5.0% |
Data & notes
| Name | Value | Share |
|---|---|---|
| NVIDIA+Databricks | 323 | 80.1% |
| OpenAI+Snowflake | 60 | 14.9% |
| Anthropic | 20 | 5.0% |
Absolute headcount vs share — who leads? Anchor NVIDIA
Absolute headcount and share % can diverge: who is largest versus who holds the pack.
Data & notes
| Category | Headcount | Pack share % |
|---|---|---|
| NVIDIA | 250 | 62 |
| Databricks | 73 | 18.1 |
| OpenAI | 38 | 9.4 |
| Snowflake | 22 | 5.5 |
| Anthropic | 20 | 5 |
What it means for Machine Learning Engineer (403) / how to use it
This week open the named-list ask on NVIDIA: 250/403 (62.0%) — the largest bench first.
- Use Databricks at 73/403 (18.1%) as the contrast narrow list; 3.42× behind NVIDIA.
- Tail Anthropic is only 20/403 (5.0%) — thin beside the anchor; do not expand past measured hosts at the same pace.
- Keep the ask inside this page's five measured Machine Learning Engineer benches totaling 403 (250 + 73 + 38 + 22 + 20).
What is in-scope for this seat?
As of 2026-11-13 PT · Source: Metix AI
Notes & method
Methodology
Benches are current Machine Learning Engineer headcount on each company's own record, dated 2026-11-13 PT. Records are exclusive, and the pack total adds them. The source line is Metix AI.
FAQ
- Why these five companies for the NVIDIA-led Machine Learning Engineer pack (403)?
- The five companies each have an exclusive homepage record, so Machine Learning Engineer can be counted. Together they are 403 current Machine Learning Engineer profiles as of 2026-11-13 PT.
- Are the other titles in the Machine Learning Engineer total of 403?
- No. Data Scientist and Research Scientist are outside this Machine Learning Engineer seat. As of 2026-11-13 PT, 403 is the Machine Learning Engineer sum.
- Why do the two ends of the Machine Learning Engineer pack (403) differ?
- 250 at NVIDIA and 20 at Anthropic are the same seat. On 2026-11-13 PT the two counts share one definition.
- Can this Machine Learning Engineer seat (403) be reused?
- 403 on 2026-11-13 PT is the published pack. A custom cut can reuse the Machine Learning Engineer phrase.
Request the machine learning engineering peer pack (five names · 403 current people)
Ask for people on the measured wires, not a broader uncut list. Keep the request inside the companies and titles already shown.
Optional: try Mira