Data Entry Keyers
Official O*NET title: Data Entry Keyers (43-9021.00)
Also called: data capture specialist, data entry clerk, data entry machine operator, data entry operator, data entry specialist
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Compile, sort, and verify the accuracy of data before it is entered
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing data entry keyers work
1 of 5 measurable main tasks for this job show up in real AI-use data, so we rate it Green (little AI use yet) — 20%.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Compile, sort, and verify the accuracy of data before it is entered (main task) — some recorded AI use
- Locate and correct data entry errors, or report them to supervisors (main task) — no recorded AI use
- Compare data with source documents, or re-enter data in verification format to detect errors (main task) — no recorded AI use
- Store completed documents in appropriate locations (main task) — no recorded AI use
- Select materials needed to complete work assignments (main task) — no recorded AI use
- Resolve garbled or indecipherable messages, using cryptographic procedures and equipment — some recorded AI use
- Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for later entry, using keyboards or scanners — some recorded AI use
- Maintain logs of activities and completed work — no recorded AI use
- Load machines with required input or output media — no recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Compile, sort, and verify the accuracy of data before it is entered”. Try the prompt for: “Resolve garbled or indecipherable messages, using cryptographic procedures and equipment”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and data entry keyers
Will AI replace data entry keyers?
Our data can’t predict job losses, and we don’t try to. What it does show: 1 of the 5 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Green rating (little AI use yet). Using AI on a task is not the same as AI doing the whole job, and 6 of the 9 listed tasks show no recorded AI use yet.
Which data entry keyer tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: resolve garbled or indecipherable messages, using cryptographic procedures and equipment; compile, sort, and verify the accuracy of data before it is entered; read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for later entry, using keyboards or scanners.
Which data entry keyer tasks show little or no AI use?
For example: locate and correct data entry errors, or report them to supervisors; compare data with source documents, or re-enter data in verification format to detect errors; store completed documents in appropriate locations. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 91% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a data entry keyer start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
This job isn’t ranked: it has fewer than 8 main tasks we can measure, or its rating is an estimate.
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