Job family guide
Technology roles face heavy AI augmentation rather than a simple replacement story. Coding, analysis and documentation automate first; architecture, reliability and product judgment stay valuable.
$108,970 median pay
$98,670 median pay
$135,980 median pay
$103,300 median pay
$104,620 median pay
$71,490 median pay
$96,800 median pay
$85,000 median pay
$73,340 median pay
$140,910 median pay
$108,970 median pay
$103,790 median pay
Start with the highest-scoring role, then compare its exposed tasks with the resilient tasks on the role page. In technology, the practical question is not just whether AI can do a task, but whether a human still needs to own judgment, trust, exceptions or physical execution.
Start with Document Management Specialists