
Data & notes
| Company | Employed | Open | Employed per open role |
|---|---|---|---|
| Amazon | 129 | 6 | 21.5× |
| IBM | 127 | 7 | 18.1× |
| NVIDIA | 139 | 23 | 6.0× |
| Oracle | 106 | 317 | 0.33× |
Read the multiple first
Ask for people on the measured wires, not a broader uncut list. Keep the title family this page counted.
Key takeaway · How to cite
Which hosts rank highest on employed per open role?
The highest ratio is Amazon 21.5× (129 employed / 6 open). The ratio chart above ranks every host.
| Host | Employed | Open |
|---|---|---|
| Amazon | 129 | 6 (low open-role count — ratio is volatile) |
| IBM | 127 | 7 (low open-role count — ratio is volatile) |
| NVIDIA | 139 | 23 |
| Oracle | 106 | 317 |
Get the named Infrastructure Engineer list behind this table
Take the named list for the employers shown here. Name the same employers and experience cut this page measured.
Who holds the deepest bench? NVIDIA at 139
Employed headcount ranked on its own; NVIDIA is largest.

Data & notes
| Name | Value |
|---|---|
| NVIDIA | 139 |
| Amazon | 129 |
| IBM | 127 |
| Oracle | 106 |
Absolute employed beside opens: ratio lead Amazon, bench lead NVIDIA
The two rankings can diverge: bench volume and door density are different decisions.

Data & notes
| Category | Employed | Open roles |
|---|---|---|
| Amazon | 129 | 6 |
| IBM | 127 | 7 |
| NVIDIA | 139 | 23 |
| Oracle | 106 | 317 |
What it means for Infrastructure Engineer employed vs open: what to do this week / how to use it
For door density this week: prefer the Amazon multiple at 21.5× (129 employed / 6 open).
- For bench volume: prefer the NVIDIA pool of 139 employed.
- For live reqs: prefer Oracle's 317 captured open roles.
- Amazon, IBM: low open-role count — ratio is volatile; do not brief off the multiple alone.
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 2026-11-11 PT · Source: Metix AI
Notes & method
Methodology
Employed is the current Infrastructure Engineer count on each company's own homepage record, as of 2026-11-11 PT. Open means active reqs for the measured titles. A recorded 0 means open roles were not captured, not that demand is zero. Source: Metix AI.
FAQ
- Does an uncaptured Infrastructure Engineer host get a bar?
- On this Infrastructure Engineer 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 Infrastructure Engineer page a peer-pack ladder?
- It is an employed-per-open reading for Infrastructure Engineer, not a five-company ladder. Uncaptured hosts are excluded from the multiple.
- Who leads the Infrastructure Engineer multiple?
- Lead with Amazon 21.5× (129 employed / 6 open) when you name the top multiple. The measurement date is 2026-11-11 PT.
- Where do the Infrastructure Engineer figures come from?
- The employed count and the open count are as of 2026-11-11 PT. Metix AI is the publisher.
Request the Infrastructure Engineer open-req list
Name the destination wire you want covered when you ask for the list. Keep the title family this page counted.
Optional: try Mira
