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43-9021 · 9 tasks

Can AI do the work of Data Entry Clerks?

Almost all of this is automated. The path forward is a step up into data-quality and AI-tool work.

The sooner you learn what AI can't do, the harder you are to replace.

How many tasks do you use AI to assist with at work?
Drag the dot, there's no wrong answer. It starts at our estimate.
NoneAll
The parts of your job AI can already do most of:
Check against source documents
Find & fix errors
File completed work
Our estimate for this jobTypical

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What we looked at

This job has 9 core tasks. We went through 8 of them, one at a time.

What AI does, and what stays with you

Task by task, from the work Data Entry Clerks actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. Compare data with source documents, or re-enter data in verification format to detect errors.

    AI does

    Compares and flags mismatches

    You do

    Spot-check the flags

  2. Locate and correct data entry errors, or report them to supervisors.

    AI does

    Catches most errors automatically

    You do

    Judge the odd ones

  3. Store completed documents in appropriate locations.

    AI does

    Files and tags automatically

    You do

    Almost none

  4. Maintain logs of activities and completed work.

    AI does

    Logs everything automatically

    You do

    Sign off, for now

  5. Compile, sort, and verify the accuracy of data before it is entered.

    AI does

    Sorts, dedupes, and validates

    You do

    Almost none

  6. 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.

    AI does

    Captures and types it automatically

    You do

    Almost none

    71% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  7. Select materials needed to complete work assignments.

    AI does

    Recommends materials and checklists based on the work assignment details

    You do

    Confirm what's on hand and decide what truly fits the job

  8. Resolve garbled or indecipherable messages, using cryptographic procedures and equipment.

    AI does

    Decodes common ciphers and patterns automatically

    You do

    Judge context and verify decoded meaning

    55% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

Pay & outlook
Median pay (national)$41,340 · BLS OEWS 2025
Median pay (Colorado)$43,910 · BLS OEWS 2025
Employed (national)127,080
Employed in Colorado1,190
Job outlook−25.9% by 2034 · ~9,500 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

Short lessons built from these tasks

There are 8 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. AI Colorado has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

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Can AI do the work of Data Entry Clerks? — AI Colorado