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Automation Risk Analysis

Will “Copyholder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copyholder” 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%

“Copyholder” 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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

Technologies & Software

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