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.
AI Impact Summary
Proofreaders and Copy Markers faces high AI displacement risk with a score of 60/100. This occupation has higher AI displacement risk than 99% of all analyzed occupations. Of 13 analyzed tasks, 9 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Proofreaders and Copy Markers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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
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. | 90Estimated | 85.2% | 15% | |
| Correct or record omissions, errors, or inconsistencies found. | 90Estimated | 85.2% | 15% | |
| Compare information or figures on one record against same data on other records, or with original copy, to detect errors. | 90Estimated | 85.2% | 10% | |
| Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting. | 90Estimated | 85.2% | 5% | |
| Consult reference books or secure aid of readers to check references with rules of grammar and composition. | 90Estimated | 85.2% | 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. | 90Estimated | 85.2% | 5% | |
| Consult with authors and editors regarding manuscript changes and suggestions. | 30Estimated | 27.0% | 8% | |
| Archive documents, conduct research, and read copy, using the internet and various computer programs. | 85Estimated | 83.2% | 5% | |
| Write original content such as headlines, cutlines, captions, and cover copy. | 75Estimated | 57.0% | 3% | |
| Read proof sheets aloud, calling out punctuation marks and spelling unusual words and proper names. | 90Estimated | 85.2% | 2% | |
| Design page layouts using text, photographs, graphics, and other elements. | 65Estimated | 53.0% | 2% | |
| Check the facts of stories using the internet. | 80Estimated | 81.2% | 5% |
Protective Factors
Total protective discount: 18.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$49,210
per year
Mean Wage
$52,730
per year
Employment
5K
workers
Wage Range
$33,530 - $78,040
10th - 90th pct
Wage Distribution
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Alternate Career Paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Proofreaders and Copy Markers professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 1 scoring run