Job family guide
Management roles vary widely by task mix. Higher-scoring roles tend to be document-heavy, repetitive or rules-based; lower-scoring roles rely more on physical presence, judgment and human trust.
$140,360 median pay
$126,960 median pay
$161,700 median pay
$161,700 median pay
$139,510 median pay
$161,700 median pay
$121,440 median pay
$136,550 median pay
$121,440 median pay
$104,690 median pay
$121,440 median pay
$121,440 median pay
Start with the highest-scoring role, then compare its exposed tasks with the resilient tasks on the role page. In management, 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 Compensation and Benefits Managers