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Automation Risk Analysis

Will “Copy Holder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copy Holder” 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 Holder” 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 reference books or secure aid of readers to check references with rules of grammar and composition.

  • 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.

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

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

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

  • 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.

  • 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.

  • 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

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