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Automation Risk Analysis

Will “Copy Editor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copy Editor” 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 Editor” 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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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