As someone who went to school for hardware design, but graduated and immediately went into software, while money is a big factor, the bigger factor was the development lifecycle of hardware. It's much slower and more cumbersome.

That being said, this is starting to change with companies like Flux.ai and Breadboard.com (Shameless plug as the CEO of Breadboard). I expect this trend to reverse course over the next 5-10 years.