Proofread documents, records, or other files to ensure accuracy with AI?

Legal Secretaries and Administrative Assistants spend the most time on it, about 2h 12m a shift. Of the 17 jobs that do it, 4 have AI or robot evidence.

Home / Tasks / Proofread documents, records, or other files to ensure accuracy

In 4 of the 17 jobs that do this, AI or robots already show up on it, most often as work people hand to AI. In the other 13, there's no evidence yet. Jobs spend a median of 27m of an 8-hour shift on it, and about 5.7 million U.S. workers hold these jobs.

13No evidence yet
1With AI
3Often handed to AI

Every job that does this

Each job words the task its own way. Minutes are that job's estimate for a typical shift; the label is the evidence for that job's version.

Job and its version of the taskPer shiftEvidence
Legal Secretaries and Administrative AssistantsPrepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.2h 12mNo evidence yet
Court Reporters and Simultaneous CaptionersProofread transcripts for correct spelling of words.1h 1mNo evidence yet
Desktop PublishersCheck preliminary and final proofs for errors and make necessary corrections.57mNo evidence yet
Telephone OperatorsPerform clerical duties such as typing, proofreading, and sorting mail.53mOften handed to AI
Word Processors and TypistsCheck completed work for spelling, grammar, punctuation, and format.51mOften handed to AI
Molecular and Cellular BiologistsPrepare or review reports, manuscripts, or meeting presentations.42mNo evidence yet
Receptionists and Information ClerksPerform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.33mNo evidence yet
EconomistsReview documents written by others.30mNo evidence yet
General Office ClerksCompute, record, and proofread data and other information, such as records or reports.27mNo evidence yet
Correspondence ClerksReview correspondence for format and typographical accuracy, assemble the information into a prescribed form with the correct number of copies, and submit it to an authorized official for signature.26mNo evidence yet
Court, Municipal, and License ClerksPerform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.25mNo evidence yet
Switchboard OperatorsPerform various data entry or word processing tasks, such as updating phone directories, typing or proofreading documents, or creating schedules.21mOften handed to AI
Proofreaders and Copy MarkersTypeset and measure dimensions, spacing, and positioning of page elements, such as copy and illustrations, to verify conformance to specifications, using printer's ruler or layout software.13mNo evidence yet
GeoscientistsReview environmental, historical, or technical reports and publications for accuracy.12mNo evidence yet
Postsecondary Engineering TeachersReview manuscripts for professional journals.10mNo evidence yet
Secretaries and Administrative AssistantsReview work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.6mNo evidence yet
English Language and Literature Teachers, PostsecondaryReview manuscripts for publication in professional journals.5mWith AI

How to read this

This task type comes from O*NET's detailed work activities, which link similar tasks across jobs. A label applies to one job's version of the task: AI use comes from real AI conversations (Anthropic Economic Index) and robot evidence from deployments in real workplaces. "No evidence yet" may just mean the task is rare in the data. How we keep time.

See all 250 shared tasks, or find any job on the big clock.