Anomaly detection across financial records is now largely automated and often catches more than manual sampling would. The signed audit opinion, with its legal liability, still requires a licensed human.
Combined with judgment on materiality and fraud intent, 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 Finance & Legal and have lower modeled task exposure. Transferability depends on your skills, location, and qualifications.
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