Task-level reachability by current AI systems.
AI displacement risk in Administrative jobs
Compare task exposure, automation potential, augmentation potential, and transition pressure across this work family. Category scores average the current published occupation sample.
Estimated potential for task transfer to software.
Estimated potential for AI to expand worker output while keeping human accountability.
SOC 43-9021
Very High Data Entry Keyers
Routine structured entry, duplicate checks, and record transfer are highly exposed to direct automation. The strongest transition path moves workers from keystroke volume into data quality, exception handling, and workflow support.
- Exposure
- 92
- Automation
- 78%
- Augment
- 18%
SOC 43-4051
High Customer Service Representatives
Scripted inquiries, routing, and knowledge-base answers are highly exposed. Complex escalation, retention, empathy, and account context remain the transition anchors.
- Exposure
- 73
- Automation
- 57%
- Augment
- 39%