Will AI replace proofreaders?

Much of the work, but not all of it. AI could take on about 89% of the working time in a typical proofreader job today. The other 11% still needs a person.

Proofreader at work

11% of the work still needs a person.

Needs a person: 11%A person checking AI: 25%AI alone: 64%

The bracket under the bar is the evidence range for the share AI could take on: 74 to 89%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry.

9 responsibilities in a typical proofreader job. Median pay $51,120 a year in the U.S. (BLS, May 2025).

Still needs a person

  • Discuss proposed edits with authors AI helps
  • Check page layout against specifications AI helps
  • Research and archive source documents AI helps

AI can do or help with

  • Mark up errors in copy AI can do it
  • Catch and log errors and inconsistencies AI can do it
  • Verify corrections were made AI can do it
  • Compare records to find errors AI can do it
  • Research and archive source documents AI helps
  • Check references against style rules AI can do it

The biggest responsibilities on each side, ranked by a person's time on the left. "AI helps" means AI takes on part of the work, or most of it with a person checking what it produces, so one can show on both sides. See all 9, with the reason for each and the cost of handing them to AI.

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Questions people ask

Will AI replace proofreaders?

Much of the work, but not all of it. AI could take on about 89% of the working time in a typical proofreader job today. The other 11% still needs a person. That is a split of the work, not a forecast of jobs lost.

Which parts of the job can AI do?

The biggest ones AI can do or help with: mark up errors in copy, catch and log errors and inconsistencies, verify corrections were made, compare records to find errors, research and archive source documents, check references against style rules.

Which parts still need a person?

The biggest ones: discuss proposed edits with authors, check page layout against specifications, research and archive source documents.

How is this measured?

The U.S. Department of Labor lists 11 responsibilities for this job (O*NET 31.0), and the split covers the 9 people in it do today. Each is scored on 4 questions: can AI do it, does it get it right, must a person sign for it, and do people need to deal with a real person. The split is weighted by how much of the job each responsibility takes up. The evidence range for the share AI could take on is 74 to 89%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry. Scores version 0.8.5, updated November 10, 2026.

Responsibilities from O*NET 31.0 (U.S. Department of Labor). Pay from the Bureau of Labor Statistics, May 2025. Scores are calibrated to published research and updated every month. How it works.

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