Data Entry Keyers: daily tasks & AI impact
This page breaks Data Entry Keyers into the top 9 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 79/100 (High automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Locate and correct data entry errors, or report them to supervisors. Core | 4.82 | — | — |
| Compile, sort, and verify the accuracy of data before it is entered. Core | 4.72 | — | — |
| Compare data with source documents, or re-enter data in verification format to detect errors. Core | 4.54 | — | — |
| Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners. Supplemental | 4.52 | — | — |
| Store completed documents in appropriate locations. Core | 4.39 | — | — |
| Select materials needed to complete work assignments. Core | 4.38 | — | — |
| Maintain logs of activities and completed work. Supplemental | 4.21 | — | — |
| Load machines with required input or output media, such as paper, cards, disks, tape, or Braille media. Supplemental | 3.52 | — | — |
| Resolve garbled or indecipherable messages, using cryptographic procedures and equipment. Supplemental | 3.38 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Data Entry Keyers tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Data Entry Keyers tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Data Entry Keyers task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.