this is supposed to be exaggerated but who the fuck uses a 32 core computer with hundreds for gigabytes of ram. Do you mean their data centers?
https://randomascii.wordpress.com/2017/07/09/24-core-cpu-and...
My home machine has 4 i7 cores w/ HT, 32GB RAM & a 1TB SSD. Compiling stuff on that one is ok, although quite a bit slower.
Granted, I don't know anyone that uses that much and you would probably get asked by management for using a dev desktop that big but you can if you need to. I myself use just a i3.xlarge with 4 vCPU's, 30.5 or memory, Up to 10 Gigabit of EBS storage and 1 x 0.95 NVMe SSD.