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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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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