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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

  • 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.

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

  • Compare information or figures on one record against same data on other records, or with original copy, to detect errors.

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

  • 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.

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

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

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

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

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

Technologies & Software

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