Software Developer: main tradeoff
Strong long-term economics, but entry-level work is being reshaped faster than the occupation overall.
Cybersecurity Analyst: main tradeoff
Very strong long-term demand coexists with hiring freezes and budget pressure; AI appears to increase specialized skill needs rather than simply remove cyber roles.
Which should you choose?
Software Developer has the higher national median pay in the BLS data. Cybersecurity Analyst 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 Software Developer or Cybersecurity Analyst.