Job family guide
Management and marketing roles are being reshaped by AI analysis and content generation. Strategic framing, accountability and cross-functional persuasion remain the moat.
$74,000 median pay
$67,000 median pay
$99,000 median pay
$157,000 median pay
$98,000 median pay
$98,000 median pay
$157,000 median pay
$99,000 median pay
$67,000 median pay
$74,000 median pay
Start with the highest-scoring role, then compare its exposed tasks with the resilient tasks on the role page. In management & marketing, 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 Market Research Analyst