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Automation Risk Analysis

Will “Copy Reader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copy Reader” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Copy Reader” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Proofreaders and Copy Markers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Read transcript or proof type setup to detect and mark for correction any grammatical, typographical, or compositional errors. Excludes workers whose primary duty is editing copy. Includes proofreaders of braille.

Avg. Annual Salary $52,730
Avg. Hourly Wage $25.35
Available Jobs (US) 5,160
Job Title & Hierarchy Code (SOC) Proofreaders and Copy Markers #43-9081
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Proofreaders and Copy Markers”

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Core Skills & Abilities

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

  • Read corrected copies or proofs to ensure that all corrections have been made.

  • Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.

  • Consult with authors and editors regarding manuscript changes and suggestions.

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

  • Correct or record omissions, errors, or inconsistencies found.

  • 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.

  • Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.

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

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

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

Technologies & Software

  • Microsoft Copilot
  • WordPress
  • Gemini for Workspace
  • After the Deadline
  • AutoCrit Editing Wizard
  • Adobe InDesign
  • Gemini (Google)
  • Adobe InCopy
  • Adobe Photoshop
  • Apple iWork Keynote
  • Llama (Meta)
  • HP Autonomy TeamSite
  • Adobe Creative Cloud software
  • FileMaker Pro
  • Style guide databases
  • Pro Writing Aid
  • Grok (xAI)
  • Adobe Captivate
  • Adobe Illustrator
  • Serenity Software Editor
  • File transfer protocol FTP client software
  • Microsoft Visio
  • Notion AI
  • Microsoft Outlook
  • Grammarly AI
  • Grammarly Editor
  • Napkin AI
  • Zapier AI
  • Mistral (Mistral AI)
  • DeepSeek
  • Qwen (Alibaba)
  • UiPath (RPA + AI)
  • QuarkXPress
  • Claude (Anthropic)
  • Perplexity AI
  • Nova (Amazon)
  • Adobe Dreamweaver
  • Microsoft Access
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • Bugzilla
  • InScribe
  • Microsoft Word
  • ChatGPT (OpenAI)
  • Avid Technology Media Composer
  • Intelligent Editing PerfectIt
  • HubSpot software
  • WhiteSmoke
  • Elite Minds RightWriter
  • Adobe Acrobat
  • myWriterTools
  • Otter.ai
  • Adobe FrameMaker
  • Adobe After Effects
  • Microsoft Excel
  • Microsoft PowerPoint
  • Apple Final Cut Pro
  • Computer data input scanners
  • Inkjet facsimile machines
  • Personal computers
  • Laptop computers
  • Copy machines
  • Universal serial bus USB flash drives
  • Laser facsimile machines
  • Tablet computers
  • Printers' rulers
  • Videoconferencing equipment