Proofreaders and Copy Markers
Read transcript or proof type setup to detect and mark for correction any grammatical, typographical, or compositional errors. Includes proofreaders of Braille.
How AI Impacts Each Task
13 tasks analyzed
Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.
Read corrected copies or proofs to ensure that all corrections have been made.
Correct or record omissions, errors, or inconsistencies found.
Compare information or figures on one record against same data on other records, or with original copy, to detect errors.
Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.
Consult reference books or secure aid of readers to check references with rules of grammar and composition.
Typeset 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.
Consult with authors and editors regarding manuscript changes and suggestions.
Archive documents, conduct research, and read copy, using the internet and various computer programs.
Write original content such as headlines, cutlines, captions, and cover copy.
Read proof sheets aloud, calling out punctuation marks and spelling unusual words and proper names.
Design page layouts using text, photographs, graphics, and other elements.
Check the facts of stories using the internet.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks. | 47.15Observed | 68.1% | 20% | |
| Read corrected copies or proofs to ensure that all corrections have been made. | 95Estimated | 87.2% | 15% | |
| Correct or record omissions, errors, or inconsistencies found. | 95Estimated | 87.2% | 15% | |
| Compare information or figures on one record against same data on other records, or with original copy, to detect errors. | 95Estimated | 87.2% | 10% | |
| Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting. | 92Estimated | 86.0% | 5% | |
| Consult reference books or secure aid of readers to check references with rules of grammar and composition. | 95Estimated | 87.2% | 5% | |
| Typeset 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. | 95Estimated | 87.2% | 5% | |
| Consult with authors and editors regarding manuscript changes and suggestions. | 40Estimated | 31.0% | 8% | |
| Archive documents, conduct research, and read copy, using the internet and various computer programs. | 90Estimated | 85.2% | 5% | |
| Write original content such as headlines, cutlines, captions, and cover copy. | 85Estimated | 61.0% | 5% | |
| Read proof sheets aloud, calling out punctuation marks and spelling unusual words and proper names. | 97Estimated | 88.0% | 2% | |
| Design page layouts using text, photographs, graphics, and other elements. | 60Estimated | 51.0% | 2% | |
| Check the facts of stories using the internet. | 87Estimated | 84.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Proofreaders and Copy Markers skill gaps, ranked by relevance to your displacement risk profile.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation
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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis