Computer Hardware Engineer: main tradeoff
Very high pay and semiconductor/AI infrastructure tailwinds, but a much smaller labor market than software.
Software Developer: main tradeoff
Strong long-term economics, but entry-level work is being reshaped faster than the occupation overall.
Which should you choose?
Computer Hardware Engineer has the higher national median pay in the BLS data. Software Developer has the higher projected 2024–2034 growth rate. The larger decision is whether you prefer the training path, work style, and occupation-specific tradeoffs of Computer Hardware Engineer or Software Developer.