Wow, that 450k number really is large when you compare it to the number of software engineers in US to be roughly 4.4m (by 2022 estimate [1]). I think the former may include professions/roles other than software development, but it's a chunk o change for sure.

[1] https://qubit-labs.com/how-many-programmers-in-the-world/