Content Qa Editor

Content Qa Editor liaises with partners and this page lists 27 real tasks showing meeting prep, shared notes, and follow-up. Tasks make clear who owns each action and how to keep agreements visible. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

27evidenced tasks
27ready prompts
6tools of the trade
43-9081.00O*NET-SOC code
4,580hold this job (US, BLS 2025)
$51,120median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Proofreaders and Copy Markers in the U.S. earn more than $51,120 a year — the middle 80% land between $34,510 and $79,290. About 4,580 people in the U.S. do this work. Figures are for the U.S. occupation group “Proofreaders and Copy Markers”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Clerical support workers earn about ₹24,252 a month on average — around ₹2.9 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$51,120typical pay / year
4,580people in this work
$79,290+top 10% earn
₹2.9 lakha year in India (family avg)
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The work, task by task

These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.

Detect and mark compositional errors

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Scan the draft article for compositional errors—misaligned headings, orphaned captions, incorrect hierarchy…
Scan the draft article for compositional errors—misaligned headings, orphaned captions, incorrect hierarchy of H1–H4, floating images without captions—and mark each issue inline with a brief fix and severity so the writer can correct before layout.
The tools that do the workAdobe InDesignjob descriptions

Correct spelling, grammar, punctuation, and usage

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Proofread the blog post for spelling, grammar, punctuation, and usage, correct errors inline, and leave a…
Proofread the blog post for spelling, grammar, punctuation, and usage, correct errors inline, and leave a short comment explaining nonobvious changes or dictionary sources for questionable terms before it goes to publishing.
The tools that do the workMicrosoft Officejob descriptions

Enforce style guide standards (e.g., AP, Chicago, AMA)

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Run the feature against our AP-style checklist, change any deviations to match AP rules for numbers, titles,…
Run the feature against our AP-style checklist, change any deviations to match AP rules for numbers, titles, and citations, and insert a short note where a rule was stretched so the editor can approve.
The tools that do the workMicrosoft Officejob descriptions

Standardize dates, times, lists, abbreviations, units

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Standardize all dates, times, lists, abbreviations, and units in the specification document to our house…
Standardize all dates, times, lists, abbreviations, and units in the specification document to our house formats (June 5, 2026; 9:00 a.m.; serial commas; SI units) and flag any entries that require source confirmation.
The tools that do the workMicrosoft Officejob descriptions

Smooth awkward constructions and flag ambiguous phrasing

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Smooth awkward sentence constructions and flag ambiguous phrasing in the white paper: suggest clearer…
Smooth awkward sentence constructions and flag ambiguous phrasing in the white paper: suggest clearer rewrites inline, note where meaning is uncertain, and mark any passages that need author clarification before approval.
The tools that do the workMicrosoft Officejob descriptions

Apply house voice and tone rules

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Apply our house voice and tone to the press release—adjust word choice, sentence rhythm, and level of…
Apply our house voice and tone to the press release—adjust word choice, sentence rhythm, and level of formality to match the brand guide, note any content that conflicts with legal copy, and leave examples of before-and-after lines.
The tools that do the workMicrosoft Officejob descriptions

Compare information or figures on one record against same data on other records, or with original copy, to detect errors.

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Compare the figures on Invoice 4729 against the same fields on Orders 4729A and the supplier copy, flag any…
Compare the figures on Invoice 4729 against the same fields on Orders 4729A and the supplier copy, flag any mismatches in amounts, dates, or part numbers, and prepare a short report of errors to send to Priya by Wednesday.
The tools that do the workMicrosoft ExcelO*NET

Consult reference books or secure aid of readers to check references with rules of grammar and composition.

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Check the paragraph on page 12 against CMOS rules and the house style guide, consult the Oxford and…
Check the paragraph on page 12 against CMOS rules and the house style guide, consult the Oxford and Merriam-Webster entries for two flagged words, and note any recommended edits and the grammar rule that supports each change.
The tools that do the workMicrosoft OfficeO*NET

Consult with authors and editors regarding manuscript changes and suggestions.

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Review the latest manuscript draft and compile my suggested changes into a single annotated file, then…
Review the latest manuscript draft and compile my suggested changes into a single annotated file, then schedule a 30-minute call with Daniel and Maria to discuss the five major wording issues I found.
The tools that do the workMicrosoft OutlookO*NET

Archive documents, conduct research, and read copy, using the internet and various computer programs.

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Locate and archive the March 2024 marketing briefs into the project archive, pull any source references…
Locate and archive the March 2024 marketing briefs into the project archive, pull any source references online to verify quotes, and produce an index of archived files with one-line summaries for the records folder.
The tools that do the workMicrosoft OfficeO*NET

Write original content, such as headlines, cutlines, captions, and cover copy.

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Draft five headline options and three caption variants for the feature on climate tech, polish each to house…
Draft five headline options and three caption variants for the feature on climate tech, polish each to house style and readability, then circulate them to the editor and photo desk for selection by Friday noon.
The tools that do the workMicrosoft OfficeO*NET

Read proof sheets aloud, calling out punctuation marks and spelling unusual words and proper names.

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Read the page-two proof aloud into a recording, call out punctuation and spell the three unfamiliar names,…
Read the page-two proof aloud into a recording, call out punctuation and spell the three unfamiliar names, transcribe any corrections into the proof, and send the corrected sheet to production before 11am.
The tools that do the workMicrosoft OfficeO*NET

Normalize brand terms, product names, legal lines

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Normalize all brand spellings, product names, and legal lines across the brochure draft so every instance…
Normalize all brand spellings, product names, and legal lines across the brochure draft so every instance matches our style guide, flag ambiguous cases, and save a clean version for legal to approve by Wednesday.
The tools that do the workAdobe InDesignjob descriptions

Align headings, subheadings, and callouts with hierarchy

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Align headings, subheadings, and callouts in the product guide to the approved hierarchy so H1, H2, H3 and…
Align headings, subheadings, and callouts in the product guide to the approved hierarchy so H1, H2, H3 and callout styles are consistent across sections, then export a marked-up proof for design by Friday.
The tools that do the workAdobe InDesignjob descriptions

Verify widows, orphans, and line breaks in proofs

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Scan the proof for widows, orphans, and awkward line breaks throughout chapters one to three, correct…
Scan the proof for widows, orphans, and awkward line breaks throughout chapters one to three, correct pagination issues, and prepare a typographic report with remaining problem areas by end of day tomorrow.
The tools that do the workAdobe InDesignjob descriptions

Check figure captions, table heads, footnotes, references

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Check every figure caption, table head, footnote, and reference in the technical manual for completeness,…
Check every figure caption, table head, footnote, and reference in the technical manual for completeness, correct punctuation and cross-reference accuracy, and return a corrected file plus a three-item exception list to the author.
The tools that do the workAdobe InDesignjob descriptions

Confirm page folios, running heads, section openers

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Confirm page folios, running heads, and section opener treatments follow the section map and the style guide,…
Confirm page folios, running heads, and section opener treatments follow the section map and the style guide, correct any mismatches, and deliver a proof with folio map for production by Thursday morning.
The tools that do the workAdobe InDesignjob descriptions

Cross reference and fact sanity check internal references

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Cross-reference every internal link, figure callout, and chapter reference in the handbook against the source…
Cross-reference every internal link, figure callout, and chapter reference in the handbook against the source files, flag broken or contradictory references, and produce a reconciled list for content owners by Friday.
The tools that do the workAdobe InDesignjob descriptions

Coordinate with translation vendors or CAT tools

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Arrange translation handoff with LinguaWorks and Meridian Translations: send them the source manuscript, the…
Arrange translation handoff with LinguaWorks and Meridian Translations: send them the source manuscript, the style guide, and the glossary, ask for bilingual QA and segmented files back by Thursday, and confirm CAT settings and memory reuse before they start.
The tools that do the workMicrosoft OutlookMicrosoft Exceljob descriptions

Compare galley proofs against original manuscripts or artworks

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Compare the galley proof to the original manuscript page by page, flag every text omission, artwork caption…
Compare the galley proof to the original manuscript page by page, flag every text omission, artwork caption mismatch, and style deviation, annotate the proof with exact line numbers and return a redlined report to Claire in production by Tuesday noon.
The tools that do the workAdobe AcrobatWikipedia

Examine facsimiles of finished products

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Inspect the production facsimile against the approved proof: note any print crop, color shift, or typographic…
Inspect the production facsimile against the approved proof: note any print crop, color shift, or typographic error, take page-level notes with image references, and deliver a punchlist to Sarah in finishing within 24 hours.
The tools that do the workAdobe PhotoshopAdobe AcrobatESCO

Validate links and QR codes

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Validate every live link and QR code in the brochure PDF for Priya in marketing, log broken URLs, confirm…
Validate every live link and QR code in the brochure PDF for Priya in marketing, log broken URLs, confirm redirect targets, and return a one-page report with screenshots and the working short URLs by Thursday noon.
The tools that do the workAdobe Acrobatjob descriptions

Confirm final corrections are integrated

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Confirm that the final corrections from Luke in content are integrated into the latest brochure draft by…
Confirm that the final corrections from Luke in content are integrated into the latest brochure draft by comparing the current PDF to the approved copy, list any missing changes, and email the reconciliation to Luke and Sana before the 4pm review meeting.
The tools that do the workAdobe Acrobatjob descriptions

Track edits and comments, resolve conflicting markup

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Track all edits and comments in the proof, resolve conflicting markup between Tom and Aisha by choosing the…
Track all edits and comments in the proof, resolve conflicting markup between Tom and Aisha by choosing the editorial intent, create a single resolved version with a change log, and notify the design lead with the rationale by end of day.
The tools that do the workAdobe Acrobatjob descriptions

Run accessibility spot checks (headings, contrast, links)

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Run accessibility spot checks on the product guide for headings hierarchy, colour contrast failures, and…
Run accessibility spot checks on the product guide for headings hierarchy, colour contrast failures, and broken links, record failures with examples and suggested fixes, and deliver the checklist to the accessibility officer by Wednesday.
The tools that do the workAdobe Acrobatjob descriptions

Provide “OK to print/publish” signal with flags

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Issue an OK to print/publish statement for the brochure with flags for residual issues: list page numbers,…
Issue an OK to print/publish statement for the brochure with flags for residual issues: list page numbers, describe each flag (copy, image, colour), and route the signed approval to procurement and print with a copy to design by Friday morning.
The tools that do the workAdobe Acrobatjob descriptions

Review regional variants (spelling, date formats, currency)

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Review regional variants of the policy leaflet for UK and US: check spelling, date formats, currency symbols,…
Review regional variants of the policy leaflet for UK and US: check spelling, date formats, currency symbols, and idioms; mark corrections, produce a comparison table of differences, and send the edited files to regional managers by Tuesday.
The tools that do the workAdobe Acrobatjob descriptions

Says who?

These are the pages we read to build this. Open any of them and check us.

The logs, files & records this job keeps

Shared with other careers — the same record means something different in each.

Related careers

Same family of work — each with its own tasks and prompts.

The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.

The rest of the map

Same library, five ways in.

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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses