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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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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