Job family guide
Production 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.
$65,670 median pay
$47,300 median pay
$40,100 median pay
$67,670 median pay
$107,240 median pay
$47,460 median pay
$99,670 median pay
$46,190 median pay
$48,940 median pay
$61,680 median pay
$75,190 median pay
Start with the highest-scoring role, then compare its exposed tasks with the resilient tasks on the role page. In production, 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 Computer Numerically Controlled Tool Programmers