I left a career in RF and analog design about 15 years ago to go all-in on software. I liked technical aspects of hardware design, but the workplace culture was very lacking to say the least.

Hopefully things have improved since then, but my perception at the time was that engineers in the field were paid and treated quite poorly compared to software engineers, despite having a significantly higher barrier to entry in engineering difficulty and technical knowledge.