AI chat agents resolve the bulk of tier-1 tickets — resets, access requests, known-issue troubleshooting — without a human touching them. What remains is the escalated, emotional, or genuinely novel ticket.
Combined with diagnosing physical hardware and office issues, this keeps a human in the loop.
O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.
Read ILO research →Curated modern-role task model; limited official data Scores are directional estimates and sources do not endorse this site’s exact percentage.
These roles are in Tech and have lower modeled task exposure. Transferability depends on your skills, location, and qualifications.
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