
Data & notes
| Company | Employed | Open | Employed per open role |
|---|---|---|---|
| Microsoft | 1,624 | 35 | 46.4× |
| Amazon | 4,413 | 458 | 9.6× |
| Oracle | 248 | 26 | 9.5× |
Read the multiple first
The named list covers the companies and titles on this page. The scope line is the whole request.
Key takeaway · How to cite
Which hosts rank highest on employed per open role?
The ratio chart above ranks every host.
| Host | Employed | Open |
|---|---|---|
| Microsoft | 1,624 | 35 |
| Amazon | 4,413 | 458 |
| Oracle | 248 | 26 |
Get the named Applied Scientist list behind this table
A named list can follow this page once the scope is right. The request should name the same employers.
Who holds the deepest bench? Amazon at 4,413
Employed headcount ranked on its own; Amazon is largest.

Data & notes
| Name | Value |
|---|---|
| Amazon | 4,413 |
| Microsoft | 1,624 |
| Oracle | 248 |
Absolute employed beside opens: ratio lead Microsoft, bench lead Amazon
The two rankings can diverge: bench volume and door density are different decisions.

Data & notes
| Category | Employed | Open roles |
|---|---|---|
| Microsoft | 1,624 | 35 |
| Amazon | 4,413 | 458 |
| Oracle | 248 | 26 |
What it means for Applied Scientist employed vs open: what to do this week / how to use it
- For bench volume: prefer the Amazon pool of 4,413 employed.
- For live reqs: prefer Amazon's 458 captured open roles.
How to read hosts without captured open roles
Every host in this cut has open roles on the record, so each one is on the ratio. A host whose open roles were not captured would be listed without a bar.
There is no five-host peer-pack ladder here: the comparison is employed per open role on one seat.
As of 2026-10-29 PT · Source: Metix AI
Notes & method
Methodology
Employed is the current Applied Scientist count on each company's own homepage record, as of 2026-10-29 PT. The open cell counts postings still open for this title family. A 0 in the open cell means the open roles were not captured. It is not a demand of zero. Source: Metix AI.
FAQ
- Does an uncaptured Applied Scientist host get a bar?
- On this Applied Scientist page, a host with uncaptured open roles is listed and gets no ratio bar. A recorded 0 means not captured, not zero demand.
- Is the Applied Scientist page a peer-pack ladder?
- The comparison is Applied Scientist employed divided by open roles. Hosts whose open roles were not captured stay off the ratio.
- Who leads the Applied Scientist multiple?
- The highest captured multiple is Microsoft 46.4× (1,624 employed / 35 open). Read it as of 2026-10-29 PT.
- Where do the Applied Scientist figures come from?
- Both cells share the measurement date 2026-10-29 PT. Metix AI is the publisher.
Request the Applied Scientist open-req list
Point the list request at the employers and wires already counted here. Leave the companies and the spelled-out titles as they are.
Optional: try Mira
