Will AI replace data entry clerks? Live data
Data entry clerks have very high measured AI exposure: Claude usage data covers about 67% of the tasks in this job that AI could in theory speed up. UK adverts are -9.4% year on year, and US postings in Indeed's Administrative Assistance category are -11.4%. Our ledger links 2 AI-attributed layoff events to related roles.
How exposed is this job to AI?
The score is Anthropic's observed exposure for US occupation Data Entry Keyers (SOC 43-9021). It takes the tasks that a language model could theoretically speed up and measures how many are actually showing up in real work-related Claude usage, with fully automated use counting more than assistance.
Dashed line = top third. This occupation is in the top third (used in our ledger rubric, grade B). Ranked #3 of 756.
What the job involves
Operate data entry device, such as keyboard or photo composing perforator. Duties may include verifying data and preparing materials for printing.
O*NET 31.0 description for Data Entry Keyers. 9 of 9 tasks have a task-level score.
Tasks where AI use is most visible
- 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. 100% coverage
Core tasks with no observed AI use
- Locate and correct data entry errors, or report them to supervisors.
- Compile, sort, and verify the accuracy of data before it is entered.
- Compare data with source documents, or re-enter data in verification format to detect errors.
- Store completed documents in appropriate locations.
- Select materials needed to complete work assignments.
UK hiring: online job adverts
Monthly new online job adverts for UK SOC 2020 4152 Data entry administrators. Year-on-year change compares the last six months with the same months a year earlier, using only months published in both years.
Source: ONS, Online job advert estimates (Textkernel), published 22 October 2026, OGL v3.0. Gaps are suppressed cells. Official statistics in development: Oct 2025-Feb 2026 and Jun-Sep 2026 partly imputed; March 2026 suppressed; Textkernel taxonomy updates cause step changes, so compare recent years with care.
Live postings: UK and US (Indeed)
Indeed's Administrative Assistance category index (covers more than this occupation).
Source: Indeed Hiring Lab job postings by sector, seasonally adjusted, 7-day average, to 16 Oct 2026. CC BY 4.0.
AI-attributed layoffs affecting related roles
| Date | Company | Roles cut | AI claim | Why |
|---|---|---|---|---|
| 6 Oct 2026 | DNB | ~400 | BCredible | An official release links the cuts to agentic AI and names the task areas, which are high-exposure. It stops short of A because it names no specific system. Details |
| 19 May 2026 | Standard Chartered | ~7,800 | BCredible | The CEO publicly ties the cuts to AI replacing back-office work, and the roles are relatively exposed. It's a multi-year target, not a done event. Details |
Links between events and occupations are our editorial mapping, not company-stated.
What to do if you're one of the data entry clerks
- Lean into the work AI isn't doing. In the usage data, core tasks such as "Locate and correct data entry errors, or report them to supervisors" show no observed AI use. Building depth there is the most defensible part of the role.
- Get fluent with AI on the tasks it's already touching. The highest-coverage task here is "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". People who can check, direct and sign off AI output on tasks like this are likely to be more valuable than those competing with it.
- Watch hiring, not headlines. UK adverts for this role are down on a year ago, but compare with the wider market: all UK adverts are -3.4% on the same basis (dashboard). A fall that matches the whole market is a cycle, not an AI story.
- Check the claims. When a company says AI replaced jobs, look at its grade in our ledger - many announcements are mixed or AI-washed.
Data mapping for this page
| US occupation (exposure, tasks) | 43-9021 Data Entry Keyers |
|---|---|
| UK SOC 2020 (ONS adverts) | 4152 Data entry administrators |
| Indeed category | Administrative Assistance |
| Mapping confidence | high US 'Data Entry Keyers' to UK 4152 'Data entry administrators'. |
The US SOC → UK SOC 2020 crosswalk is a documented best-effort editorial mapping; see methodology.