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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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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